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Salehi Shahraki A, Lauer H, Grobler M, Sakzad A, Rudolph C. Access Control, Key Management, and Trust for Emerging Wireless Body Area Networks. SENSORS (BASEL, SWITZERLAND) 2023; 23:9856. [PMID: 38139702 PMCID: PMC10747010 DOI: 10.3390/s23249856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 11/22/2023] [Accepted: 12/05/2023] [Indexed: 12/24/2023]
Abstract
Wireless Body Area Networks (WBANs) are an emerging industrial technology for monitoring physiological data. These networks employ medical wearable and implanted biomedical sensors aimed at improving quality of life by providing body-oriented services through a variety of industrial sensing gadgets. The sensors collect vital data from the body and forward this information to other nodes for further services using short-range wireless communication technology. In this paper, we provide a multi-aspect review of recent advancements made in this field pertaining to cross-domain security, privacy, and trust issues. The aim is to present an overall review of WBAN research and projects based on applications, devices, and communication architecture. We examine current issues and challenges with WBAN communications and technologies, with the aim of providing insights for a future vision of remote healthcare systems. We specifically address the potential and shortcomings of various Wireless Body Area Network (WBAN) architectures and communication schemes that are proposed to maintain security, privacy, and trust within digital healthcare systems. Although current solutions and schemes aim to provide some level of security, several serious challenges remain that need to be understood and addressed. Our aim is to suggest future research directions for establishing best practices in protecting healthcare data. This includes monitoring, access control, key management, and trust management. The distinguishing feature of this survey is the combination of our review with a critical perspective on the future of WBANs.
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Affiliation(s)
- Ahmad Salehi Shahraki
- Department of Computer Science and Information Technology, La Trobe University, Melbourne 3086, Australia
| | - Hagen Lauer
- Department of Mathematics, Natural Sciences, and Computer Science, Technische Hochschule Mittelhessen, 35390 Gießen, Germany;
| | - Marthie Grobler
- Cybersecurity and Quantum Systems (CQS), CSIRO’s Data61, Melbourne 3168, Australia;
| | - Amin Sakzad
- Dep of Software Systems & Cybersecurity, Monash University, Melbourne 3800, Australia; (A.S.); (C.R.)
| | - Carsten Rudolph
- Dep of Software Systems & Cybersecurity, Monash University, Melbourne 3800, Australia; (A.S.); (C.R.)
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2
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Reddy IVAK, Elmaadawy S, Furlani EP, Jornet JM. Photothermal effects of terahertz-band and optical electromagnetic radiation on human tissues. Sci Rep 2023; 13:14643. [PMID: 37669995 PMCID: PMC10480473 DOI: 10.1038/s41598-023-41808-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 08/31/2023] [Indexed: 09/07/2023] Open
Abstract
The field of wireless communication has witnessed tremendous advancements in the past few decades, leading to more pervasive and ubiquitous networks. Human bodies are continually exposed to electromagnetic radiation, but typically this does not impact the body as the radiation is non-ionizing and the waves carry low power. However, with progress in the sixth generation (6G) of wireless networks and the adoption of the spectrum above 100 GHz in the next few years, higher power radiation is needed to cover larger areas, exposing humans to stronger and more prolonged radiation. Also, water has a high absorption coefficient at these frequencies and could lead to thermal effects on the skin. Hence, there is a need to study the radiation effects on human tissues, specifically the photothermal effects. In this paper, we present a custom-built, multi-physics model to investigate electromagnetic wave propagation in human tissue and study its subsequent photothermal effects. The proposed finite-element model consists of two segments-the first one estimates the intensity distribution along the beam path, while the second calculates the increase in temperature due to the wave distribution inside the tissue. We determine the intensity variation in the tissue using the radiative transfer equation and compare the results with Monte Carlo analysis and existing analytical models. The intensity information is then utilized to predict the rise in temperature with a bio-heat transfer module, powered by Pennes' bioheat equation. The model is parametric, and we perform a systematic photothermal analysis to recognize the crucial variables responsible for the temperature growth inside the tissue, particularly for terahertz and near-infrared optical frequencies. Our numerical model can serve as a benchmark for studying the high-frequency radiation effects on complex heterogeneous media such as human tissue.
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Affiliation(s)
- Innem V A K Reddy
- Department of Electrical Engineering, University at Buffalo, Buffalo, NY, USA
- Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
| | - Samar Elmaadawy
- Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA
| | - Edward P Furlani
- Department of Electrical Engineering, University at Buffalo, Buffalo, NY, USA
| | - Josep M Jornet
- Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA.
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3
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Bos T, Verhelst M, Dehaene W. An End-to-End Dual ASIC OFDM Transceiver for Ultrasound In-Body Communication. IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS 2023; 17:664-673. [PMID: 37368796 DOI: 10.1109/tbcas.2023.3289919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/29/2023]
Abstract
Implanted medical devices need a reliable, secure and low-energy wireless communication link. Ultrasound (US) wave propagation is promising over other techniques due to its lower body attenuation, inherent security and well-studied physiological impact. While US communication systems have been proposed, they either neglect realistic channel conditions or fail to be integrated into small-scale, energy-scarce systems. Therefore, this work proposes a custom, hardware efficient OFDM modem optimized for the diverse needs of ultrasound in-body communication channels. This custom OFDM modem is implemented in an end-to-end dual ASIC transceiver: a 180 nm BCD analog front end and a digital baseband chip in 65 nm CMOS technology. Furthermore, the ASIC solution provides tuning knobs to increase the analog dynamic range, to update the OFDM parameters and to fully reprogram the baseband processing, necessary to adjust for the channel variability. Ex-vivo communication experiments on a 14 cm thick piece of beef achieve 470 kbps with BER 3e-4, while consuming 56 nJ/bit and 10.9 nJ/bit Tx/Rx.
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Provably Secure and Lightweight Patient Monitoring Protocol for Wireless Body Area Network in IoHT. JOURNAL OF HEALTHCARE ENGINEERING 2023; 2023:4845850. [PMID: 36814548 PMCID: PMC9940953 DOI: 10.1155/2023/4845850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 06/04/2022] [Accepted: 11/24/2022] [Indexed: 02/16/2023]
Abstract
As one of the important applications of Internet of Health Things (IoHT) technology in the field of healthcare, wireless body area network (WBAN) has been widely used in medical therapy, and it can not only monitor and record physiological information but also transmit the data collected by sensor devices to the server in time. However, due to the unreliability and vulnerability of wireless network communication, as well as the limited storage and computing resources of sensor nodes in WBAN, a lot of authentication protocols for WBAN have been devised. In 2021, Alzahrani et al. designed an anonymous medical monitoring protocol, which uses lightweight cryptographic primitives for WBAN. However, we find that their protocol is defenseless to off-line identity guessing attacks, known-key attacks, and stolen-verifier attacks and has no perfect forward secrecy. Therefore, a patient monitoring protocol for WBAN in IoHT is proposed. We use security proof under the random oracle model (ROM) and automatic verification tool ProVerif to demonstrate that our protocol is secure. According to comparisons with related protocols, our protocol can achieve both high computational efficiency and security.
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Baltsavias S, Van Treuren W, Sawaby A, Baker SW, Sonnenburg JL, Arbabian A. Gut Microbiome Redox Sensors With Ultrasonic Wake-Up and Galvanic Coupling Wireless Links. IEEE Trans Biomed Eng 2023; 70:76-87. [PMID: 35727787 PMCID: PMC9911315 DOI: 10.1109/tbme.2022.3184972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Tools to measure in vivo redox activity of the gut microbiome and its influence on host health are lacking. In this paper, we present the design of new in vivo gut oxidation-reduction potential (ORP) sensors for rodents, to study host-microbe and microbe-environment interactions throughout the gut. These are the first in vivo sensors to combine ultrasonic wake-up and galvanic coupling telemetry, allowing for sensor miniaturization, experiment flexibility, and robust wireless measurements in live rodents. A novel study of in situ ORP along the intestine reveals biogeographical redox features that the ORP sensors can uniquely access in future gut microbiome studies.
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Li R, Wu C, Sun X, Zhao Y, Luo W. An EBG-Based Triple-Band Wearable Antenna for WBAN Applications. MICROMACHINES 2022; 13:1938. [PMID: 36363959 PMCID: PMC9693111 DOI: 10.3390/mi13111938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 11/04/2022] [Accepted: 11/08/2022] [Indexed: 06/16/2023]
Abstract
In this article, a triple-band wearable monopole antenna fed by a coplanar waveguide (CPW) with an integrated electromagnetic bandgap (EBG) array is proposed. The monopole antenna consists of an asymmetric inverted U-shaped strip, a horizontal branch, and an L-shaped ground stub, which can generate the 2.45/5.8 GHz wireless local area network (WLAN) band and the 3.5 GHz worldwide interoperability for microwave access (WiMAX) band. To reduce the influence of antenna radiation on the human body, a triple-band 3 × 3 EBG array has been integrated into the back of the monopole antenna. The EBG unit is composed of two rectangular rings and a circular ring, and the operating frequencies correspond to the triple bands of the monopole antenna. In this paper, the impedance and radiation performances of the stand-alone monopole antenna and the integrated antenna are analyzed, and the safety for the human body is evaluated based on specific absorption rate (SAR) values. The proposed triple-band antenna can be used in wearable devices in wireless body area networks (WBANs).
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Affiliation(s)
- Rongqiang Li
- College of Electronic Engineering, Chengdu University of Information Technology, Chengdu 610225, China
| | - Chuan Wu
- College of Electronic Engineering, Chengdu University of Information Technology, Chengdu 610225, China
| | - Xiaofeng Sun
- College of Electronic Engineering, Chengdu University of Information Technology, Chengdu 610225, China
| | - Yuan Zhao
- College of Electronic Engineering, Chengdu University of Information Technology, Chengdu 610225, China
| | - Wei Luo
- School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu 610054, China
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Soni M, Singh DK. New directions for security attacks, privacy, and malware detection in WBAN. EVOLUTIONARY INTELLIGENCE 2022. [DOI: 10.1007/s12065-022-00759-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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8
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Ling W, Wang Y, Lu B, Shang X, Wu Z, Chen Z, Li X, Zou C, Yan J, Zhou Y, Liu J, Li H, Que K, Huang X. Continuously Quantifying Oral Chemicals Based on Flexible Hybrid Electronics for Clinical Diagnosis and Pathogenetic Study. Research (Wash D C) 2022; 2022:9810129. [PMID: 36072268 PMCID: PMC9414179 DOI: 10.34133/2022/9810129] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Accepted: 07/19/2022] [Indexed: 11/06/2022] Open
Abstract
Simultaneous monitoring of diverse salivary parameters can reveal underlying mechanisms of intraoral biological processes and offer profound insights into the evolution of oral diseases. However, conventional analytical devices with bulky volumes, rigid formats, and discrete sensing mechanisms deviate from the requirements of continuous biophysiological quantification, resulting in huge difficulty in precise clinical diagnosis and pathogenetic study. Here, we present a flexible hybrid electronic system integrated with functional nanomaterials to continuously sense Ca2+, pH, and temperature for wireless real-time oral health monitoring. The miniaturized system with an island-bridge structure that is designed specifically to fit the teeth is only 0.4 g in weight and 31.5×8.5×1.35 mm3 in dimension, allowing effective integration with customized dental braces and comfort attachment on teeth. Characterization results indicate high sensitivities of 30.3 and 60.6 mV/decade for Ca2+ and pH with low potential drifts. The system has been applied in clinical studies to conduct Ca2+ and pH mappings on carious teeth, biophysiological monitoring for up to 12 h, and outcome evaluation of dental restoration, providing quantitative data to assist in the diagnosis and understanding of oral diseases. Notably, caries risk assessment of 10 human subjects using the flexible system validates the important role of saliva buffering capacity in caries pathogenesis. The proposed flexible system may offer an open platform to carry diverse components to support both clinical diagnosis and treatment as well as fundamental research for oral diseases and induced systemic diseases.
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Affiliation(s)
- Wei Ling
- Department of Biomedical Engineering, Tianjin University, 92 Weijin Road, Tianjin 300072, China
- Center of Flexible Wearable Technology, Institute of Flexible Electronic Technology of Tsinghua, Jiaxing 314006, China
| | - Yinghui Wang
- School of Stomatology, Hospital of Stomatology, Tianjin Medical University, 12 Observatory Road, Tianjin 300070, China
| | - Bingyu Lu
- School of Stomatology, Hospital of Stomatology, Tianjin Medical University, 12 Observatory Road, Tianjin 300070, China
| | - Xue Shang
- Department of Biomedical Engineering, Tianjin University, 92 Weijin Road, Tianjin 300072, China
| | - Ziyue Wu
- Department of Biomedical Engineering, Tianjin University, 92 Weijin Road, Tianjin 300072, China
- Center of Flexible Wearable Technology, Institute of Flexible Electronic Technology of Tsinghua, Jiaxing 314006, China
| | - Zhaorun Chen
- Department of Biomedical Engineering, Tianjin University, 92 Weijin Road, Tianjin 300072, China
| | - Xueting Li
- Department of Biomedical Engineering, Tianjin University, 92 Weijin Road, Tianjin 300072, China
| | - Chenchen Zou
- School of Stomatology, Hospital of Stomatology, Tianjin Medical University, 12 Observatory Road, Tianjin 300070, China
| | - Jinjie Yan
- School of Stomatology, Hospital of Stomatology, Tianjin Medical University, 12 Observatory Road, Tianjin 300070, China
| | - Yunjie Zhou
- School of Stomatology, Hospital of Stomatology, Tianjin Medical University, 12 Observatory Road, Tianjin 300070, China
| | - Jie Liu
- School of Stomatology, Hospital of Stomatology, Tianjin Medical University, 12 Observatory Road, Tianjin 300070, China
| | - Hongjie Li
- School of Stomatology, Hospital of Stomatology, Tianjin Medical University, 12 Observatory Road, Tianjin 300070, China
| | - Kehua Que
- School of Stomatology, Hospital of Stomatology, Tianjin Medical University, 12 Observatory Road, Tianjin 300070, China
| | - Xian Huang
- Department of Biomedical Engineering, Tianjin University, 92 Weijin Road, Tianjin 300072, China
- Center of Flexible Wearable Technology, Institute of Flexible Electronic Technology of Tsinghua, Jiaxing 314006, China
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A Comprehensive Survey on Signcryption Security Mechanisms in Wireless Body Area Networks. SENSORS 2022; 22:s22031072. [PMID: 35161818 PMCID: PMC8839449 DOI: 10.3390/s22031072] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Revised: 12/14/2021] [Accepted: 12/22/2021] [Indexed: 11/17/2022]
Abstract
WBANs (Wireless Body Area Networks) are frequently depicted as a paradigm shift in healthcare from traditional to modern E-Healthcare. The vitals of the patient signs by the sensors are highly sensitive, secret, and vulnerable to numerous adversarial attacks. Since WBANs is a real-world application of the healthcare system, it’s vital to ensure that the data acquired by the WBANs sensors is secure and not accessible to unauthorized parties or security hazards. As a result, effective signcryption security solutions are required for the WBANs’ success and widespread use. Over the last two decades, researchers have proposed a slew of signcryption security solutions to achieve this goal. The lack of a clear and unified study in terms of signcryption solutions can offer a bird’s eye view of WBANs. Based on the most recent signcryption papers, we analyzed WBAN’s communication architecture, security requirements, and the primary problems in WBANs to meet the aforementioned objectives. This survey also includes the most up to date signcryption security techniques in WBANs environments. By identifying and comparing all available signcryption techniques in the WBANs sector, the study will aid the academic community in understanding security problems and causes. The goal of this survey is to provide a comparative review of the existing signcryption security solutions and to analyze the previously indicated solution given for WBANs. A multi-criteria decision-making approach is used for a comparative examination of the existing signcryption solutions. Furthermore, the survey also highlights some of the public research issues that researchers must face to develop the security features of WBANs.
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Recent Advances in Wearable Sensing Technologies. SENSORS 2021; 21:s21206828. [PMID: 34696040 PMCID: PMC8541055 DOI: 10.3390/s21206828] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/19/2021] [Revised: 10/06/2021] [Accepted: 10/06/2021] [Indexed: 12/17/2022]
Abstract
Wearable sensing technologies are having a worldwide impact on the creation of novel business opportunities and application services that are benefiting the common citizen. By using these technologies, people have transformed the way they live, interact with each other and their surroundings, their daily routines, and how they monitor their health conditions. We review recent advances in the area of wearable sensing technologies, focusing on aspects such as sensor technologies, communication infrastructures, service infrastructures, security, and privacy. We also review the use of consumer wearables during the coronavirus disease 19 (COVID-19) pandemic caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), and we discuss open challenges that must be addressed to further improve the efficacy of wearable sensing systems in the future.
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12
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Hernández D, Ors R, Capella JV, Bonastre A, Campelo JC. New Contact Sensorization Smart System for IoT e-Health Applications Based on IBC IEEE 802.15.6 Communications. SENSORS (BASEL, SWITZERLAND) 2020; 20:s20247097. [PMID: 33322315 PMCID: PMC7764060 DOI: 10.3390/s20247097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 12/02/2020] [Accepted: 12/10/2020] [Indexed: 06/12/2023]
Abstract
This paper proposes and demonstrates the capabilities of a new sensorization system that monitors skin contact between two persons. Based on the intrabody communication standard (802.15.6), the new system allows for interbody communication, through the transmission of messages between different persons through the skin when they are touching. The system not only detects if there has been contact between two persons but, as a novelty, is also able to identify the elements that have been in contact. This sensor will be applied to analyze and monitor good follow-up of hand hygiene practice in health care, following the "World Health Organization Guidelines on Hand Hygiene in Health Care". This guide proposes specific recommendations to improve hygiene practices and reduce the transmission of pathogenic microorganisms between patients and health-care workers (HCW). The transmission of nosocomial infections due to improper hand hygiene could be reduced with the aid of a monitoring system that would prevent HCWs from violating the protocol. The cutting-edge sensor proposed in this paper is a crucial innovation for the development of this automated hand hygiene monitoring system (AHHMS).
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Dey MR, Shiraz A, Sharif S, Lota J, Demosthenous A. Dictionary selection for compressed sensing of EEG signals using sparse binary matrix and spatiotemporal sparse Bayesian learning. Biomed Phys Eng Express 2020; 6. [PMID: 35093940 DOI: 10.1088/2057-1976/abc133] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 10/14/2020] [Indexed: 11/11/2022]
Abstract
Online monitoring of electroencephalogram (EEG) signals is challenging due to the high volume of data and power requirements. Compressed sensing (CS) may be employed to address these issues. Compressed sensing using a sparse binary matrix, owing to its low power features, and reconstruction/decompression using spatiotemporal sparse Bayesian learning have been shown to constitute a robust framework for fast, energy efficient and accurate multichannel bio-signal monitoring. EEG signal, however, does not show a strong temporal correlation. Therefore, the use of sparsifying dictionaries has been proposed to exploit the sparsity in a transformed domain instead. Assuming sparsification adds values, a challenge, therefore, in employing this CS framework for the EEG signal, is to identify the suitable dictionary. Using real multichannel EEG data from 15 subjects, in this paper, we systematically evaluate the performance of the framework when using various wavelet bases while considering their key attributes namely number of vanishing moments and coherence with sensing matrix. We identified Beylkin as the wavelet dictionary leading to the best performance. Using the same dataset, we then compared the performance of Beylkin with the discrete cosine basis, often used in the literature, and the alternative of not using a sparsifying dictionary. We further demonstrate that using dictionaries (Beylkin and Discrete Cosine Transform (DCT)) may improve performance tangibly only for a high compression ratio (CR) of 80% and with smaller block sizes, as compared to using no dictionaries.
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Affiliation(s)
- Manika Rani Dey
- Department of Engineering and Computing, University of East London, E16 2RD, United Kingdom
| | - Arsam Shiraz
- Department of Electronic and Electrical Engineering, University College London, WC1E 7JE, United Kingdom
| | - Saeed Sharif
- Department of Engineering and Computing, University of East London, E16 2RD, United Kingdom
| | - Jaswinder Lota
- Department of Engineering and Computing, University of East London, E16 2RD, United Kingdom
| | - Andreas Demosthenous
- Department of Electronic and Electrical Engineering, University College London, WC1E 7JE, United Kingdom
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Robust Intra-Body Communication Using SHA1-CRC Inversion-Based Protection and Error Correction for Securing Electronic Authentication. SENSORS 2020; 20:s20216056. [PMID: 33114354 PMCID: PMC7663128 DOI: 10.3390/s20216056] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/12/2020] [Revised: 10/21/2020] [Accepted: 10/21/2020] [Indexed: 11/24/2022]
Abstract
The explosive increase in the number of IoT devices requires various types of communication methods. This paper presents secure personal authentication using electrostatic coupling Intra-body communication (IBC) based on frequency shift keying (FSK) and error correction. The proposed architecture uses GPIO for a transmitter and analog-to-digital conversion (ADC) for a receiver. We mplemented FSK modulation, demodulation, data protection, and error correction techniques in the MCU software without applying hardware devices. We used the characteristic that the carrier signal is 50% duty square wave for 1-bit error correction and applied a method of randomly inverting SHA1 hash data to protect user authentication data during transmission. The transmitter modulates binary data using a square wave as a carrier signal and transmits data through the human body. The receiver demodulates the signal using ADC and decrypts the demodulated binary data. To determine the carrier frequency from ADC results, we applied a zero-crossing algorithm which is used to detect edge characteristics in image processing. When calculating the threshold value within the zero-crossing algorithm, we implemented an adaptive threshold setting technique utilizing Otsu’s binarization technique. We found that the size of the electrode pad does not affect the signal strength, but the distance between the electrode pad and the skin has a significant effect on the signal strength. Our results show that binary data modulated with a square wave can be successfully transmitted through the human body, and, when 1-bit error correction is applied, the byte error rate on the receiver side is improved around 3.5% compared to not applying it.
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15
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Zhang H, Dong Z, Gao J, Lu P, Wang Z. Automatic screening method for atrial fibrillation based on lossy compression of the electrocardiogram signal. Physiol Meas 2020; 41:075005. [PMID: 32464608 DOI: 10.1088/1361-6579/ab979f] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
OBJECTIVE Compressed sensing (CS) is a low-complexity compression technology that has recently been proposed. It can be applied to long-term electrocardiogram (ECG) monitoring using wearable devices. In this study, an automatic screening method for atrial fibrillation (AF) based on lossy compression of the electrocardiogram signal is proposed. APPROACH The proposed method combines the CS with the convolutional neural network (CNN). The sparse binary sensing matrix is first used to project the raw ECG signal randomly, transforming the raw ECG data from high-dimensional space to low-dimensional space to complete compression, and then using CNN to classify the compressed ECG signal involving AF. Our proposed model is validated on the MIT-BIH atrial fibrillation database. MAIN RESULTS The experimental results show that the model only needs about 1 s to complete the 24 h ECG recording of AF, which is 3.41%, 69.84% and 67.56% less than the time required by AlexNet, VGGNet and GoogLeNet, respectively. Under different compression ratios of 10% to 90%, the maximum and minimum F1 scores reach 96.25% and 88.17%, respectively. SIGNIFICANCE The CS-CNN (compressed sensing convolutional neural network) model has high computational efficiency while ensuring prediction accuracy, and is a promising method for AF screening in wearable application scenarios.
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Affiliation(s)
- Hongpo Zhang
- State Key Laboratory of Mathematical Engineering and Advanced Computing, Zhengzhou, Henan 450001, People's Republic of China. Cooperative Innovation Center of Internet Healthcare, Zhengzhou University, Zhengzhou, Henan 450003, People's Republic of China
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Khorshid AE, Alquaydheb IN, Kurdahi F, Jover RP, Eltawil A. Biometric Identity Based on Intra-Body Communication Channel Characteristics and Machine Learning. SENSORS (BASEL, SWITZERLAND) 2020; 20:E1421. [PMID: 32150911 PMCID: PMC7085539 DOI: 10.3390/s20051421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2020] [Revised: 03/02/2020] [Accepted: 03/03/2020] [Indexed: 06/10/2023]
Abstract
In this paper, we propose and validate using the Intra-body communications channel as a biometric identity. Combining experimental measurements collected from five subjects and two multi-layer tissue mimicking materials' phantoms, different machine learning algorithms were used and compared to test and validate using the channel characteristics and features as a biometric identity for subject identification. An accuracy of 98.5% was achieved, together with a precision and recall of 0.984 and 0.984, respectively, when testing the models against subject identification over results collected from the total samples. Using a simple and portable setup, this work shows the feasibility, reliability, and accuracy of the proposed biometric identity, which allows for continuous identification and verification.
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Affiliation(s)
- Ahmed E. Khorshid
- Electrical Engineering and Computer Science Department, University of California, Irvine, CA 92697, USA; (I.N.A.); (F.K.); (A.E.)
| | - Ibrahim N. Alquaydheb
- Electrical Engineering and Computer Science Department, University of California, Irvine, CA 92697, USA; (I.N.A.); (F.K.); (A.E.)
| | - Fadi Kurdahi
- Electrical Engineering and Computer Science Department, University of California, Irvine, CA 92697, USA; (I.N.A.); (F.K.); (A.E.)
| | | | - Ahmed Eltawil
- Electrical Engineering and Computer Science Department, University of California, Irvine, CA 92697, USA; (I.N.A.); (F.K.); (A.E.)
- Computer, Electrical and Mathematical Science and Engineering Division (CEMSE), King Abdullah University of Science and Technology, Thuwal 23955, Saudi Arabia
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Abbasi-Kesbi R, Asadi Z, Nikfarjam A. Developing a wireless sensor network based on a proposed algorithm for healthcare purposes. Biomed Eng Lett 2020; 10:163-170. [PMID: 32175136 PMCID: PMC7046911 DOI: 10.1007/s13534-019-00140-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2018] [Revised: 10/26/2019] [Accepted: 11/07/2019] [Indexed: 10/25/2022] Open
Abstract
This letter describes a developed wireless sensor network based on a proposed algorithm for monitoring the environmental parameters in healthcare intentions. This proposed algorithm contains a frame with different packets that are implemented on the developed wireless sensor network. The developed wireless sensor network consists of one central node as well as four sensor node that has been equipped with various sensors such as temperature, humidity, CO, CO2, and passive infrared sensor. In order to test the presented algorithm and the developed wireless sensor network, the sensor nodes are situated in four different rooms in a hospital for recording essential parameters of the environment while the central node is put in the nurse station for warning to nurses. The obtained result of the proposed sensor nodes in comparison to gold standards shows root mean square error 1.1%, 0.35 ∘ C , 0.98% for humidity, temperature and gas, respectively. Also, the obtained results illustrate that the system gives accurate feedback from environmental temperature, humidity, and CO, and CO2 to the nurse station in order to increases the possibility of a healthy environment condition for patients.
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Affiliation(s)
- Reza Abbasi-Kesbi
- MEMS and NEMS Laboratory, Faculty of New Sciences and Technologies, University of Tehran, Tehran, Iran
| | - Zahra Asadi
- Faculty of Electrical, Computer and IT Engineering, Qazvin Islamic Azad University, Qazvin, Iran
| | - Alireza Nikfarjam
- MEMS and NEMS Laboratory, Faculty of New Sciences and Technologies, University of Tehran, Tehran, Iran
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Li M, Song Y, Hou Y, Li N, Jiang Y, Sulaman M, Hao Q. Comparable Investigation of Characteristics for Implant Intra-Body Communication Based on Galvanic and Capacitive Coupling. IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS 2019; 13:1747-1758. [PMID: 31514153 DOI: 10.1109/tbcas.2019.2940827] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Implanted devices have important applications in biomedical monitoring, diagnosis and treatment, where intra-body communication (IBC) has a decent prospect in wireless implant communication technology by using the conductive properties of the human body to transmit a signal. Most of the investigations on implant IBC are focused on galvanic coupling type. Capacitive coupling IBC device seems hard to implant, because the ground electrode of it seemingly has to be exposed to air. Zhang et al. previously proposed an implantable capacitive coupling electrode, which can be totally implanted into the human body [1], but it lacks an overall characteristic investigation. In this paper, a comparable investigation of characteristics for implant intra-body communication based on galvanic and capacitive coupling is conducted. The human arm models are established by finite element method. Meanwhile, aiming to improve the accuracy of the model, electrode polarization impedance (EPI) is incorporated into the model, and the influences of electrode polarization impedance on simulation results are also analyzed. Subsequently, the corresponding measurements using porcine are conducted. We confirm good capacitive coupling communication performances can be achieved. Moreover, some important conclusions have been included by contrastive analysis, which can be used to optimize implant intra-body communication devices performance and provide some hints for practical IBC design. The conclusions also indicate that the implant IBC has promising prospect in healthcare and other related fields.
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Khan T, Ramezani H, Abbasi NA, Akan OB. Impact of Long Term Plasticity on Information Transmission Over Neuronal Networks. IEEE Trans Nanobioscience 2019; 19:25-34. [PMID: 31603791 DOI: 10.1109/tnb.2019.2946124] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
The realization of bio-compatible nanomachines would pave the way for developing novel diagnosis and treatment techniques for the dysfunctions of intra-body nanonetworks and revolutionize the traditional healthcare methodologies making them less invasive and more efficient. The network of these nanomachines is aimed to be used for treating neuronal diseases such as developing an implant that bridges over the injured spinal cord to regain its normal functionality. Thus, nanoscale communication paradigms are needed to be investigated to facilitate communication between nanomachines. Communication among neurons is one of the most promising nanoscale communication paradigm, which necessitates the thorough communication theoretical analysis of information transmission among neurons. The information flow in neuro-spike communication channel is regulated by the ability of neurons to change synaptic strengths over time, i.e. synaptic plasticity. Thus, the performance evaluation of the nervous nanonetwork is incomplete without considering the influence of synaptic plasticity. In this paper, we focus on information transmission among hippocampal pyramidal neurons and provide a comprehensive channel model for MISO neuro-spike communication, which includes axonal transmission, vesicle release process, synaptic communication and spike generation. In this channel, the spike timing dependent plasticity (STDP) model is used to cover both synaptic depressiofan and potentiation depending on the temporal correlation between spikes generated by input and output neurons. Since synaptic strength changes depending on different physiological factors such as spiking rate of presynaptic neurons, number of correlated presynaptic neurons and the correlation factor among them, we simulate this model with correlated inputs and analyze the evolution of synaptic weights over time. Moreover, we calculate average mutual information between input and output of the channel and find the impact of plasticity and correlation among inputs on the information transmission. The simulation results reveal the impact of different physiological factors related to either presynaptic or postsynaptic neurons on the performance of MISO neuro-spike communication. Moreover, they provide guidelines for selecting the system parameters in a bio-inspired neuronal network according to the requirements of different applications.
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Zhang Y, Gao Z, Liu W, Gao Y, Du M. Design of a floating-ground-electrode circuit for measuring attenuation of the human body channel. Technol Health Care 2019; 28:275-281. [PMID: 31594265 DOI: 10.3233/thc-181533] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Recently, health care and disease prevention are more and more important in people's daily life. Human body communication (HBC) is an emerging short distance wireless communication mode, which is quite suitable for the communication between the wearable human health care equipment. However, most research on HBC mainly focuses on the electromagnetic model and the circuit model of equivalent human and the in vivo experiment is based on the commercial equipment. OBJECTIVE The aim of this paper is to design a circuit device for measuring the attenuation of the human body channel based on a floating-ground-electrode method. METHODS This paper proposed a new floating-ground-electrode method so as to solve problems of power and high frequencies interference and impedance matching. A circuit module, including signal generator, analog frontend circuit and MCU, was designed to initially replace the spectrum analyzer to measure the attenuation of the human body channel. The floating-ground-electrode added to the receiving end of the human body channel was connected to the ground of the analog frontend circuit, forming an equal potential circuit. The three-electrodes of the receiving terminal can act as a differential probe, since one electrode is connected to the ground and the other two electrodes achieved signal input and output respectively. RESULTS The results showed that the experimental data of channel attenuation were similar to the measured value of the spectrum analyzer. The maximum absolute error was 1.148 dB and the relative error was 3.55%. In addition, different sizes of the floating-ground-electrode cannot affect the attenuation path of human body channels. Moreover, the common mode rejection ratio (CMRR) was approximated to the value of the commercial differential probe. CONCLUSION This paper proposed a new floating-ground-electrode method for measuring the attenuation of the human body channel. It could provide the possibility for the dynamic measurement of attenuation and take the place of the spectrum analyzer and make the process of experiments simple and efficient.
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Affiliation(s)
- Yiwen Zhang
- Key Lab of Medical Instrumentation and Pharmaceutical Technology of Fujian Province, Fuzhou University, Fuzhou, Fujian, China.,College of Physics and Information Engineering, Fuzhou University, Fuzhou, Fujian, China
| | - Zhuofei Gao
- Key Lab of Medical Instrumentation and Pharmaceutical Technology of Fujian Province, Fuzhou University, Fuzhou, Fujian, China.,College of Physics and Information Engineering, Fuzhou University, Fuzhou, Fujian, China
| | - Wenzhu Liu
- Key Lab of Medical Instrumentation and Pharmaceutical Technology of Fujian Province, Fuzhou University, Fuzhou, Fujian, China.,College of Physics and Information Engineering, Fuzhou University, Fuzhou, Fujian, China
| | - Yueming Gao
- Key Lab of Medical Instrumentation and Pharmaceutical Technology of Fujian Province, Fuzhou University, Fuzhou, Fujian, China.,College of Physics and Information Engineering, Fuzhou University, Fuzhou, Fujian, China
| | - Min Du
- College of Physics and Information Engineering, Fuzhou University, Fuzhou, Fujian, China.,Key Lab of Eco-Industrial Green Technology of Fujian Province, Nanping, Fujian, China
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Qiao H, Dong X, Shen Y. Authenticated Key Agreement Scheme with Strong Anonymity for Multi-Server Environment in TMIS. J Med Syst 2019; 43:321. [PMID: 31591653 DOI: 10.1007/s10916-019-1442-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2019] [Accepted: 08/28/2019] [Indexed: 11/27/2022]
Abstract
The technology of Internet of Things (IoT) has appealed to both professionals and the general public to its convenience and flexibility. As a crucial application of IoT, telecare medicine information system (TMIS) provides people a high quality of life and advanced level of medical service. In TMIS, smart card-based authenticated key agreement schemes for multi-server architectures have gathered momentum and positive impetus due to the conventional bound of a single server. However, we demonstrate that most of the protocols in the literatures can not implement strong security features in TMIS, such as Lee et al.'s and Shu's scheme. They store the identity information directly, which fail to provide strong anonymity and suffer from password guessing attack. Then we propose an extended authenticated key agreement scheme (short for AKAS) with strong anonymity for multi-server environment in TMIS, by enhancing the security of the correlation parameters stored in the smart cards and calculating patients' dynamic identities. Furthermore, the proposed chaotic map-based scheme provides privacy protection and is formally proved under Burrows-Abadi-Needham (BAN) logic. At the same, the informal security analysis attests that the AKAS scheme not only could resist the multifarious security attacks but also improve efficiency by 21% compared with Lee et al.'s and Shu's scheme.
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Xu Y, Huang Z, Yang S, Wang Z, Yang B, Li Y. Modeling and Characterization of Capacitive Coupling Intrabody Communication in an In-Vehicle Scenario. SENSORS 2019; 19:s19194305. [PMID: 31590254 PMCID: PMC6806199 DOI: 10.3390/s19194305] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Revised: 09/23/2019] [Accepted: 09/27/2019] [Indexed: 11/16/2022]
Abstract
Intrabody communication (IBC) has drawn extensive attention in the field of ubiquitous healthcare, entertainment, and more. Until now, most studies on the modeling and characterization of capacitive coupling IBC have been conducted in open space, while influences when using metallic-enclosed environments such as a car, airplane, or elevator have not yet been considered. In this paper, we aimed to systematically investigate the grounding effect of an enclosed metal wall of a vehicle on the transmission path loss, utilizing the finite element method (FEM) to model capacitive coupling IBC in an in-vehicle scenario. The results of a simulation and experimental validation indicated that the system gain in an in-vehicle scenario increased up to 7 dB compared to in open space. The modeling and characterization achieved in this paper of capacitive coupling IBC could facilitate an intrabody sensor design and an evaluation with great flexibility to meet the performance needs of an in-vehicle use scenario.
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Affiliation(s)
- Yuan Xu
- School of Mechatronical Engineering, Beijing Institute of Technology, Beijing 100081, China.
| | - Zhonghua Huang
- School of Mechatronical Engineering, Beijing Institute of Technology, Beijing 100081, China.
| | - Shize Yang
- School of Mechatronical Engineering, Beijing Institute of Technology, Beijing 100081, China.
| | - Zhiqi Wang
- School of Mechatronical Engineering, Beijing Institute of Technology, Beijing 100081, China.
| | - Bing Yang
- School of Mechatronical Engineering, Beijing Institute of Technology, Beijing 100081, China.
| | - Yinlin Li
- School of Mechatronical Engineering, Beijing Institute of Technology, Beijing 100081, China.
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Abstract
A body area network (BAN) comprises a set of devices that sense their surroundings, activate and communicate with each other when an event is detected in its environment. Although BAN technology was developed more than 20 years ago, in recent years, its popularity has greatly increased. The reason is the availability of smaller and more powerful devices, more efficient communication protocols and improved duration of portable batteries. BANs are applied in many fields, healthcare being one of the most important through gathering information about patients and their surroundings. A continuous stream of information may help physicians with making well-informed decisions about a patient’s treatment. Based on recent literature, the authors review BAN architectures, network topologies, energy sources, sensor types, applications, as well as their main challenges. In addition, the paper focuses on the principal requirements of safety, security, and sustainability. In addition, future research and improvements are discussed.
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Design and Implementation of Low Power High-Efficient Transceiver for Body Channel Communications. J Med Syst 2019; 43:81. [PMID: 30788605 DOI: 10.1007/s10916-019-1204-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Accepted: 02/11/2019] [Indexed: 10/27/2022]
Abstract
Body channel communications (BCC) have been researched while an allowing technology to improve necessities for the low power and high reconfiguration power in wireless telemetry systems used at wireless communication purpose. Conventional features on BCC are concentrated mostly on modeling of channels by using of an efficient measurement technique, wireless transceiver design and then by means of a transmission technique. Particularly, the wireless digital transmitting, developed as a personalized method intended for the body channel, offers wanted to develop flexible and low power BCC systems. With the developing level of wearable communication protocol and applications, there may be an increasingly reliable on an adaptable BCC transmitter that helps both data reconfigure power and power reduction condition. In this paper, an extremely reconfigurable Hamming Encoding Digital Transmitter (HEDT) which works with both reconfigurable data and power reduction condition that supports from two innovative operation conditions is suggested. In a HEDT device, the overall data rate is controlled by the level of Hamming codes designed to make use of in the perfect BCC band of 20-100 MHz. The proposed Hamming Encoded Transmission method achieves seven times improved data rate when compared with conventional BCC processors. The next unique implementation technique is based on the usage of Frequency Shift Keying (FSK) of a Hamming encoded HEDT approach. This approach permits the BCC transceiver to use the perfect channel with bandwidth among 40-100 MHz. Thereby half the clock rate reduces 40% of overall power utilization. The HEDT system is completely designed in a 65 nm CMOS procedure. It uses a primary area of 0.14 × 0.2 mm. When functioning below a data-rate of 60 Mb/s (low power) condition, the BCC transmitter utilizes only 1.00 mW.
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25
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Bereuter L, Kuenzle T, Niederhauser T, Kucera M, Obrist D, Reichlin T, Tanner H, Haeberlin A. Fundamental Characterization of Conductive Intracardiac Communication for Leadless Multisite Pacemaker Systems. IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS 2019; 13:237-247. [PMID: 30530338 DOI: 10.1109/tbcas.2018.2886042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
OBJECTIVE A new generation of leadless cardiac pacemakers effectively overcomes the main limitations of conventional devices, but only offer single-chamber pacing, although dual-chamber or multisite pacing is highly desirable for most patients. The combination of several leadless pacemakers could facilitate a leadless multisite pacemaker but requires an energy-efficient wireless communication for device synchronization. This study investigates the characteristics of conductive intracardiac communication between leadless pacemakers to provide a basis for future designs of leadless multisite pacemaker systems. METHODS Signal propagation and impedance behavior of blood and heart tissue were examined by in vitro and in vivo measurements on domestic pig hearts and by finite-element simulations in the frequency range of 1 kHz to 1 MHz. RESULTS A better signal transmission was obtained for frequencies higher than 10 kHz. The influence of a variety of practical parameters on signal transmission could be identified. A larger distance between pacemakers increases signal attenuation. A better signal transmission is obtained through larger inter-electrode distances and a larger electrode surface area. Furthermore, the influence of pacemaker encapsulation and relative device orientation was assessed. CONCLUSION This study suggests that conductive intracardiac communication is well suited to be incorporated in leadless pacemakers. It potentially offers very low power consumption using low communication frequencies. SIGNIFICANCE The presented technique enables highly desired leadless multisite pacing in near future.
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Bereuter L, Niederhauser T, Kucera M, Loosli D, Steib I, Schildknecht M, Zurbuchen A, Noti F, Tanner H, Reichlin T, Haeberlin A. Leadless cardiac resynchronization therapy: An in vivo proof-of-concept study of wireless pacemaker synchronization. Heart Rhythm 2019; 16:936-942. [PMID: 30639936 DOI: 10.1016/j.hrthm.2019.01.010] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Indexed: 01/01/2023]
Abstract
BACKGROUND Contemporary leadless pacemakers (PMs) only feature single-chamber ventricular pacing. However, the majority of patients require dual-chamber pacing or cardiac resynchronization therapy (CRT). Several leadless PMs implanted in the same heart would make that possible if they were able to synchronize their activity in an efficient, safe, and reliable way. Thus, a dedicated ultra-low-power wireless communication method for PM synchronization is required. OBJECTIVE The purpose of this study was to develop a leadless CRT system and to evaluate its function in vivo. METHODS Device synchronization was implemented using conductive intracardiac communication (CIC). Communication frequencies were optimized for intracardiac device-device communication. Energy consumption, safety, and reliability of the leadless PM system were tested in animal experiments. RESULTS We successfully performed CRT pacing with 3 independent devices synchronizing their action using CIC. No arrhythmias were induced by the novel communication technique. Ninety-eight percent of all communication impulses were transmitted successfully. The optimal communication frequency was around 1 MHz, with a corresponding transmitted power of only 0.3 μW at a heart rate of 60 bpm. CONCLUSION Leadless PMs are able to synchronize their action using CIC and may overcome the key limitation of contemporary leadless PMs.
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Affiliation(s)
- Lukas Bereuter
- Department of Cardiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland; ARTORG Center for Biomedical Engineering, University of Bern, Bern, Switzerland
| | - Thomas Niederhauser
- Institute for Human Centered Engineering, Bern University of Applied Sciences, Bern, Switzerland
| | - Martin Kucera
- Institute for Human Centered Engineering, Bern University of Applied Sciences, Bern, Switzerland
| | - Dominic Loosli
- Institute for Human Centered Engineering, Bern University of Applied Sciences, Bern, Switzerland
| | - Immanuel Steib
- Institute for Human Centered Engineering, Bern University of Applied Sciences, Bern, Switzerland
| | - Marcel Schildknecht
- Institute for Human Centered Engineering, Bern University of Applied Sciences, Bern, Switzerland
| | - Adrian Zurbuchen
- Swiss Institute for Translational and Entrepreneurial Medicine, University of Bern, Bern, Switzerland
| | - Fabian Noti
- Department of Cardiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Hildegard Tanner
- Department of Cardiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Tobias Reichlin
- Department of Cardiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Andreas Haeberlin
- Department of Cardiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland; Department of Cardiology, Hôpital Haut-Lévêque, Bordeaux, France; IHU Liryc, Electrophysiology and Heart Modeling Institute, Fondation Bordeaux Université, Bordeaux, France.
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27
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Bereuter L, Gysin M, Kueffer T, Kucera M, Niederhauser T, Fuhrer J, Heinisch P, Zurbuchen A, Obrist D, Tanner H, Haeberlin A. Leadless Dual-Chamber Pacing: A Novel Communication Method for Wireless Pacemaker Synchronization. ACTA ACUST UNITED AC 2018; 3:813-823. [PMID: 30623141 PMCID: PMC6314974 DOI: 10.1016/j.jacbts.2018.07.009] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Accepted: 07/19/2018] [Indexed: 11/16/2022]
Abstract
Contemporary leadless pacemakers only feature single-chamber pacing capability. This study presents a prototype of a leadless dual-chamber pacemaker. Highly energy-efficient intrabody communication was implemented for wireless pacemaker synchronization. Optimal communication parameters were obtained by in vivo and ex vivo measurements in the heart and blood. The prototype successfully performed dual-chamber pacing in vivo. The presented wireless communication method may in the future also enable leadless cardiac resynchronization therapy.
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Affiliation(s)
- Lukas Bereuter
- Department of Cardiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.,ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
| | - Mirco Gysin
- ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
| | - Thomas Kueffer
- Department of Cardiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.,ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
| | - Martin Kucera
- Institute for Human Centered Engineering, Bern University of Applied Sciences, Biel, Switzerland
| | - Thomas Niederhauser
- Institute for Human Centered Engineering, Bern University of Applied Sciences, Biel, Switzerland
| | - Jürg Fuhrer
- Department of Cardiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Paul Heinisch
- Department of Cardiovascular Surgery, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Adrian Zurbuchen
- Electrical Engineering and Computer Science Department, University of Michigan, Ann Arbor, Michigan
| | - Dominik Obrist
- ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
| | - Hildegard Tanner
- Department of Cardiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Andreas Haeberlin
- Department of Cardiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.,ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
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28
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Chen R, Peng D. Analysis and Improvement of a Mutual Authentication Scheme for Wireless Body Area Networks. J Med Syst 2018; 43:19. [PMID: 30564900 DOI: 10.1007/s10916-018-1129-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Accepted: 11/26/2018] [Indexed: 11/28/2022]
Abstract
An increase in aging population and the consequent chronic diseases pose not only serious effects to the economy but also a heavy burden to the medical system. Wireless body area networks (WBANs) provide a simple and low-cost strategy for health monitoring and telemedicine of the elderly. Many authentication schemes based on WBAN have been presented to address the sensitivity and privacy of collected data and the open characteristic of wireless networks. Wu et al. recently presented an efficient anonymous authentication scheme for WBANs, in which a one-side bilinear pairing methodology was applied to reduce the burden on the WBAN client side. However, we demonstrate that their scheme suffers from client impersonation attacks and that the adversary can easily forge a legal client to access the network service. In this paper, we analyze the limitations of Wu et al.'s scheme and design a novel mutual authentication scheme for WBANs that adopt asymmetric bilinear pairing to enhance security. Results of security and performance analyses reveal that the new scheme offers more effective security, better performance, and higher efficiency than Wu et al.'s scheme. We also provide a formal security proof of the protocol by using BAN authentication logic.
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Affiliation(s)
- Rui Chen
- College of Computer Science, Sichuan Normal University and College of Computer Science, Sichuan University, Chengdu, China
| | - Dezhong Peng
- College of Computer Science, Sichuan University, Chengdu, China. .,Chengdu Ruibei Yingte Information Technology Limited Company, Chengdu, China.
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29
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Liu W, Gao Y, Jiang R, Chen X, Gao Z, Zhang Y, Du M. Design and feasibility study of human body communication transceiver based on FDM. Technol Health Care 2018; 26:795-804. [PMID: 30223407 DOI: 10.3233/thc-181385] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND The body area networks (BAN) are built by many wearable sensors to record, monitor or control the vital signals within the human body continuously. Human body communication (HBC) is a novel physical layer method to implement the BAN with low power consumption, low radiation, and strong anti-interference. However, the most existing HBC rarely consider the situation in which multiple sensors transmit data at the same time. OBJECTIVE The aim of this paper is to investigate the feasibility of frequency division multiplexing for human body communication multiplex data transmission. METHODS The signal was injected into the human body, and the human channel gain was measured by the spectrum analyzer. Two frequency signals were selected with smaller gain to design the transceiver. The transmitter used OOK modulation technology to design each functional unit, and the receiver recovered the original signal with a non-coherent demodulation method. RESULTS The experimental results show that after the dual signals were transmitted through the human body, the receiver could recover the original signal correctly. In both static and dynamic situations, even if the transmission rate was as high as 115.2 kb/s, the bit error rate was only 10-4. CONCLUSIONS The frequency division multiplexing scheme can be selected for multi-channel data transmission in human body communication.
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Affiliation(s)
- Wenzhu Liu
- Key Lab of Medical Instrumentation and Pharmaceutical Technology of Fujian Province, Fuzhou University, Fuzhou, Fujian, China.,College of Physics and Information Engineering, Fuzhou University, Fuzhou, China
| | - Yueming Gao
- Key Lab of Medical Instrumentation and Pharmaceutical Technology of Fujian Province, Fuzhou University, Fuzhou, Fujian, China.,College of Physics and Information Engineering, Fuzhou University, Fuzhou, China
| | - Ruixin Jiang
- Key Lab of Medical Instrumentation and Pharmaceutical Technology of Fujian Province, Fuzhou University, Fuzhou, Fujian, China.,College of Physics and Information Engineering, Fuzhou University, Fuzhou, China
| | - Xingguang Chen
- Key Lab of Medical Instrumentation and Pharmaceutical Technology of Fujian Province, Fuzhou University, Fuzhou, Fujian, China.,College of Physics and Information Engineering, Fuzhou University, Fuzhou, China
| | - Zhuofei Gao
- Key Lab of Medical Instrumentation and Pharmaceutical Technology of Fujian Province, Fuzhou University, Fuzhou, Fujian, China.,College of Physics and Information Engineering, Fuzhou University, Fuzhou, China
| | - Yiwen Zhang
- Key Lab of Medical Instrumentation and Pharmaceutical Technology of Fujian Province, Fuzhou University, Fuzhou, Fujian, China.,College of Physics and Information Engineering, Fuzhou University, Fuzhou, China
| | - Min Du
- College of Physics and Information Engineering, Fuzhou University, Fuzhou, China.,Key Lab of Eco-Industrial Green Technology of Fujian Province, Nanping, Fujian, China
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30
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Polanía LF, Plaza RI. Compressed sensing ECG using restricted Boltzmann machines. Biomed Signal Process Control 2018. [DOI: 10.1016/j.bspc.2018.05.022] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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31
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Abstract
Implantable image sensors have several biomedical applications due to their miniature size, light weight, and low power consumption achieved through sub-micron standard CMOS (Complementary Metal Oxide Semiconductor) technologies. The main applications are in specific cell labeling, neural activity detection, and biomedical imaging. In this paper the recent research studies on implantable CMOS image sensors for neural activity monitoring of brain are being quantified and reviewed. Based on the results, the suitable implantable image sensors for brain neural monitoring should have high signal to noise ratio of above 60 dB, high dynamic range of near 88 dB and low power consumption than the safety threshold of 4W/cm2. Moreover, it is found out that the next generation of implantable imaging device trend should reduce the pixel size and power consumption of CMOS image sensors to increase spatial resolution of sample images.
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Affiliation(s)
- Azar Yadegari
- Department of Electrical Engineering, School of Electrical Engineering, Iran University of Science and Technology, Tehran, Iran
| | - Mohammad Azim Karami
- Department of Electrical Engineering, School of Electrical Engineering, Iran University of Science and Technology, Tehran, Iran
| | - Mohammad Reza Daliri
- Department of Electrical Engineering, School of Electrical Engineering, Iran University of Science and Technology, Tehran, Iran
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Ito K. Performance Evaluation and Improvement of PER and Throughput in Galvanic-Coupling Intra-Body Communication Systems. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2018; 2018:3742-3745. [PMID: 30441180 DOI: 10.1109/embc.2018.8513354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
This study examined the following communication characteristics of contact and partially non-contact galvanic intra-body communication (IBC) systems using a human-body path loss model developed previously: 1) packet error rate (PER) calculation for the contact and partially non-contact IBC path, and PER improvement by the low-density parity check (LDPC) error correction code; and 2) signal-to-noise ratio (SNR) estimation using the blind SNR prediction method and throughput optimization using adaptive coding. The following results were obtained for these characteristics: 1) Applying the LDPC coding rate 3/4 through 1/4 can improve the required SNR by approximately 8~20 dB when PER = 10-2; and 2) the blind SNR prediction method can estimate SNR precisely, thus realizing appropriate throughput communication.
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Mutual-Information-Based Incremental Relaying Communications for Wireless Biomedical Implant Systems. SENSORS 2018; 18:s18020515. [PMID: 29419784 PMCID: PMC5855358 DOI: 10.3390/s18020515] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Revised: 02/02/2018] [Accepted: 02/07/2018] [Indexed: 11/22/2022]
Abstract
Network lifetime maximization of wireless biomedical implant systems is one of the major research challenges of wireless body area networks (WBANs). In this paper, a mutual information (MI)-based incremental relaying communication protocol is presented where several on-body relay nodes and one coordinator are attached to the clothes of a patient. Firstly, a comprehensive analysis of a system model is investigated in terms of channel path loss, energy consumption, and the outage probability from the network perspective. Secondly, only when the MI value becomes smaller than the predetermined threshold is data transmission allowed. The communication path selection can be either from the implanted sensor to the on-body relay then forwards to the coordinator or from the implanted sensor to the coordinator directly, depending on the communication distance. Moreover, mathematical models of quality of service (QoS) metrics are derived along with the related subjective functions. The results show that the MI-based incremental relaying technique achieves better performance in comparison to our previous proposed protocol techniques regarding several selected performance metrics. The outcome of this paper can be applied to intra-body continuous physiological signal monitoring, artificial biofeedback-oriented WBANs, and telemedicine system design.
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Rapin M, Wacker J, Chetelat O. Two-Wire Bus Combining Full Duplex Body-Sensor Network and Multilead Biopotential Measurements. IEEE Trans Biomed Eng 2018; 65:113-122. [PMID: 28436841 DOI: 10.1109/tbme.2017.2696051] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Classical approaches to make high-quality measurements of biopotential signals require the use of shielded or multiwire cables connecting the electrodes to a central unit in a star arrangement. As a consequence, increasing the number of leads increases cabling and connector complexity, which is not only limiting the patient comfort but is also anticipated as the main limiting factor to future miniaturization and cost reduction of tomorrow's wearables. We have recently introduced a novel sensing architecture that significantly reduces the cabling complexity by eliminating shielded or multiwire cables and by allowing simple connectors, thanks to a bus arrangement. In this architecture, electrodes are replaced by so-called cooperative sensors that require synchronous operation for systems larger than two sensors. This paper presents a novel full duplex body-sensor network based on a simple two-wire bus that combines biopotential measurements, synchronization, and gathering of data in a single cooperative sensor with a throughput up to 2 Mb/s. When compared to others, the suggested approach is advantageous as it keeps the cabling complexity at its minimum and does not require every sensor to be equipped with wireless communication capabilities. First experimental measurements demonstrated the reliability of the approach for a wearable 12-lead electrocardiogram monitoring system tested in real-life scenario.
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Callejon MA, Del Campo P, Reina-Tosina J, Roa LM, Callejon MA, Del Campo P, Reina-Tosina J, Roa LM. A Parametric Computational Analysis Into Galvanic Coupling Intrabody Communication. IEEE J Biomed Health Inform 2017; 22:1087-1096. [PMID: 28783652 DOI: 10.1109/jbhi.2017.2734939] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Intrabody Communication (IBC) uses the human body tissues as transmission media for electrical signals to interconnect personal health devices in wireless body area networks. The main goal of this work is to conduct a computational analysis covering some bioelectric issues that still have not been fully explained, such as the modeling of skin-electrode impedance, the differences associated with the use of constant voltage, or current excitation modes, or the influence on attenuation of the subject's anthropometrical and bioelectric properties. With this aim, a computational finite element model has been developed, allowing the IBC channel attenuation as well as the electric field and current density through arm tissues to be computed as a function of these parameters. As a conclusion, this parametric analysis has in turn permitted us to disclose some knowledge about the causes and effects of the above-mentioned issues, thus, explaining and complementing previous results reported in the literature.
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36
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Becerra-Fajardo L, Schmidbauer M, Ivorra A. Demonstration of 2 mm Thick Microcontrolled Injectable Stimulators Based on Rectification of High Frequency Current Bursts. IEEE Trans Neural Syst Rehabil Eng 2017; 25:1343-1352. [DOI: 10.1109/tnsre.2016.2623483] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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37
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Li J, Nie Z, Liu Y, Wang L. Modeling and characterization of different channels based on human body communication. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2017; 2017:702-705. [PMID: 29059969 DOI: 10.1109/embc.2017.8036921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Human body communication (HBC), which uses the human body as a transmission medium for electrical signals, provides a prospective communication solution for body sensor networks (BSNs). In this paper, an inhomogeneous model which includes the tissue layers of skin, fat, and muscle is proposed to study the propagation characteristics of different HBC channels. Specifically, the HBC channels, namely, the on-body to on-body (OB-OB)channel, on-body to in-body (OB-IB) channel, in-body to on-body (IB-OB) channel, and in-body to in-body (IB-IB)channel, are studied over different frequencies (from 1MHz to 100MHz) through numerical simulations with finite-difference time-domain (FDTD) method. The results show that the gain of OB-IB channel and IB-OB channel is almost the same. The gain of IB-IB channel is greater than other channels in the frequency range 1MHz to 70MHz. In addition, the gain of all channels is associated with the channel length and communication frequency. The simulations are verified by experimental measurements in a porcine tissue sample. The results show that the simulations are in agreement with the measurements.
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Chen P, Yang H, Luo R, Zhao B. All-Digital Galvanically-Coupled BCC Receiver Resilient to Frequency Misalignment. IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS 2017; 11:714-726. [PMID: 28278482 DOI: 10.1109/tbcas.2016.2638919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
It is promising for wearable devices to go to a miniature size to alleviate the load of human body. One way to miniaturize the communication nodes on human body is to remove the bulky components such as antenna and crystal. Galvanically-coupled body channel communication (GC-BCC) has a great advantage over conventional wireless communications in reducing the size of wearable devices because it reuses the monitoring electrodes for signal transmission in place of antennas. To remove the crystal as well, the receiver must be immune to different types of frequency misalignments. This paper presents a GC-BCC receiver based on low power all-digital Gaussian frequency shift keying (GFSK) demodulation and clock-data recovery (CDR). A carrier tracking technique is proposed to detect and automatically adapt to the misalignment of carrier frequency. In addition, we also propose a circle-index CDR circuit to deal with the inaccuracy or drift of the clock frequency. The proposed circuit is implemented with 0.18 μm CMOS technology, and it operates at 200 kHz with a BFSK/GFSK modulation index of 1.0. Measured results show that the chip consumes 0.53 mA at a data rate of 100 kb/s. At a 10 cm body channel length, the GC-BCC receiver can tolerate a carrier misalignment up to [Formula: see text] and a clock error up to [Formula: see text], while keeping the bit error rate (BER) below 0.1%.
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Public Auditing with Privacy Protection in a Multi-User Model of Cloud-Assisted Body Sensor Networks. SENSORS 2017; 17:s17051032. [PMID: 28475110 PMCID: PMC5469637 DOI: 10.3390/s17051032] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Revised: 04/25/2017] [Accepted: 04/27/2017] [Indexed: 11/30/2022]
Abstract
Wireless Body Sensor Networks (WBSNs) are gaining importance in the era of the Internet of Things (IoT). The modern medical system is a particular area where the WBSN techniques are being increasingly adopted for various fundamental operations. Despite such increasing deployments of WBSNs, issues such as the infancy in the size, capabilities and limited data processing capacities of the sensor devices restrain their adoption in resource-demanding applications. Though providing computing and storage supplements from cloud servers can potentially enrich the capabilities of the WBSNs devices, data security is one of the prevailing issues that affects the reliability of cloud-assisted services. Sensitive applications such as modern medical systems demand assurance of the privacy of the users’ medical records stored in distant cloud servers. Since it is economically impossible to set up private cloud servers for every client, auditing data security managed in the remote servers has necessarily become an integral requirement of WBSNs’ applications relying on public cloud servers. To this end, this paper proposes a novel certificateless public auditing scheme with integrated privacy protection. The multi-user model in our scheme supports groups of users to store and share data, thus exhibiting the potential for WBSNs’ deployments within community environments. Furthermore, our scheme enriches user experiences by offering public verifiability, forward security mechanisms and revocation of illegal group members. Experimental evaluations demonstrate the security effectiveness of our proposed scheme under the Random Oracle Model (ROM) by outperforming existing cloud-assisted WBSN models.
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Zhu XQ, Guo YX, Wu W. Investigation and Modeling of Capacitive Human Body Communication. IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS 2017; 11:474-482. [PMID: 28328510 DOI: 10.1109/tbcas.2016.2634121] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
This paper presents a systematic investigation of the capacitive human body communication (HBC). The measurement of HBC channels is performed using a novel battery-powered system to eliminate the effects of baluns, cables and instruments. To verify the measured results, a numerical model incorporating the entire HBC system is established. Besides, it is demonstrated that both the impedance and path gain bandwidths of HBC channels is affected by the electrode configuration. Based on the analysis of the simulated electric field distribution, an equivalent circuit model is proposed and the circuit parameters are extracted using the finite element method. The transmission capability along the human body is also studied. The simulated results using the numerical and circuit models coincide very well with the measurement, which demonstrates that the proposed circuit model can effectively interpret the operation mechanism of the capacitive HBC.
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Cai Z, Seyedi M, Zhang W, Rivet F, Lai DTH. Characterization of Impulse Radio Intrabody Communication System for Wireless Body Area Networks. J Med Biol Eng 2017; 37:74-84. [PMID: 28286464 PMCID: PMC5325867 DOI: 10.1007/s40846-016-0198-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2015] [Accepted: 05/26/2016] [Indexed: 11/28/2022]
Abstract
Intrabody communication (IBC) is a promising data communication technique for body area networks. This short-distance communication approach uses human body tissue as the medium of signal propagation. IBC is defined as one of the physical layers for the new IEEE 802.15.6 or wireless body area network (WBAN) standard, which can provide a suitable data rate for real-time physiological data communication while consuming lower power compared to that of radio-frequency protocols such as Bluetooth. In this paper, impulse radio (IR) IBC (IR-IBC) is examined using a field-programmable gate array (FPGA) implementation of an IBC system. A carrier-free pulse position modulation (PPM) scheme is implemented using an IBC transmitter in an FPGA board. PPM is a modulation technique that uses time-based pulse characteristics to encode data based on IR concepts. The transmission performance of the scheme was evaluated through signal propagation measurements of the human arm using 4- and 8-PPM transmitters, respectively. 4 or 8 is the number of symbols during modulations. It was found that the received signal-to-noise ratio (SNR) decreases approximately 8.0 dB for a range of arm distances (5–50 cm) between the transmitter and receiver electrodes with constant noise power and various signal amplitudes. The SNR for the 4-PPM scheme is approximately 2 dB higher than that for the 8-PPM one. In addition, the bit error rate (BER) is theoretically analyzed for the human body channel with additive white Gaussian noise. The 4- and 8-PPM IBC systems have average BER values of 10−5 and 10−10, respectively. The results indicate the superiority of the 8-PPM scheme compared to the 4-PPM one when implementing the IBC system. The performance evaluation of the proposed IBC system will improve further IBC transceiver design.
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Affiliation(s)
- Zibo Cai
- College of Engineering and Science, Victoria University, Melbourne, Australia
| | - MirHojjat Seyedi
- College of Engineering and Science, Victoria University, Melbourne, Australia
| | - Weiwei Zhang
- Jiangxi Engineering Laboratory for Optoelectronics Testing Technology, Nanchang Hang Kong University, Nanchang, China
| | - Francois Rivet
- IMS Laboratory, University of Bordeaux, Bordeaux, France
| | - Daniel T H Lai
- College of Engineering and Science, Victoria University, Melbourne, Australia
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Ohta H, Izumi S, Yoshimoto M. A more acceptable endoluminal implantation for remotely monitoring ingestible sensors anchored to the stomach wall. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2016; 2015:4089-92. [PMID: 26737193 DOI: 10.1109/embc.2015.7319293] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Several types of implant devices have been proposed and introduced into healthcare and telemedicine systems for monitoring physiological parameters, sometimes for very long periods of time. To our disappointment, most of the devices are implanted invasively and by surgery. We often have to surgically remove such devices after they have finished their mission or before the battery becomes worn out. Wearable devices have the possibility to become new modalities for monitoring vital parameters less-invasively. However, for round-the-clock monitoring of data from sensors over long periods of time, it would be better to put them inside the body to avoid causing inconvenience to patients in their daily lives. This study tested a less invasive endoluminal approach and innovative tools (developed during our research into therapeutic capsule endoscopy) for remotely anchoring ingestible sensors to the stomach wall. Preliminary investigations are also described about wireless communication (NFC, ZigBee, and Bluetooth) for low power consumption and inductive extracorporeal power feeding wirelessly to the circuits in a phantom lined with swine gastric mucosa. Electrocardiogram and pH were monitored and those parameters were successfully transmitted by wireless communication ICs to the Internet via a portable device.
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Ghamari M, Janko B, Sherratt RS, Harwin W, Piechockic R, Soltanpur C. A Survey on Wireless Body Area Networks for eHealthcare Systems in Residential Environments. SENSORS (BASEL, SWITZERLAND) 2016; 16:E831. [PMID: 27338377 PMCID: PMC4934257 DOI: 10.3390/s16060831] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/12/2016] [Revised: 05/23/2016] [Accepted: 06/02/2016] [Indexed: 01/28/2023]
Abstract
Current progress in wearable and implanted health monitoring technologies has strong potential to alter the future of healthcare services by enabling ubiquitous monitoring of patients. A typical health monitoring system consists of a network of wearable or implanted sensors that constantly monitor physiological parameters. Collected data are relayed using existing wireless communication protocols to a base station for additional processing. This article provides researchers with information to compare the existing low-power communication technologies that can potentially support the rapid development and deployment of WBAN systems, and mainly focuses on remote monitoring of elderly or chronically ill patients in residential environments.
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Affiliation(s)
- Mohammad Ghamari
- Department of Electrical and Computer Engineering, University of Texas at El Paso, El Paso, TX 79968, USA.
| | - Balazs Janko
- Department to Biomedical Engineering, University of Reading, Reading RG6 6AY, UK.
| | - R Simon Sherratt
- Department to Biomedical Engineering, University of Reading, Reading RG6 6AY, UK.
| | - William Harwin
- Department to Biomedical Engineering, University of Reading, Reading RG6 6AY, UK.
| | - Robert Piechockic
- School of Electrical and Electronic Engineering, Bristol University, Bristol BS8 1UB, UK.
| | - Cinna Soltanpur
- Department of Electrical and Computer Engineering, University of Oklahoma, Norman, OK 73019, USA.
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Gao YM, Wu ZM, Pun SH, Mak PU, Vai MI, Du M. A Novel Field-Circuit FEM Modeling and Channel Gain Estimation for Galvanic Coupling Real IBC Measurements. SENSORS (BASEL, SWITZERLAND) 2016; 16:E471. [PMID: 27049386 PMCID: PMC4850985 DOI: 10.3390/s16040471] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/28/2016] [Revised: 03/28/2016] [Accepted: 03/29/2016] [Indexed: 11/16/2022]
Abstract
Existing research on human channel modeling of galvanic coupling intra-body communication (IBC) is primarily focused on the human body itself. Although galvanic coupling IBC is less disturbed by external influences during signal transmission, there are inevitable factors in real measurement scenarios such as the parasitic impedance of electrodes, impedance matching of the transceiver, etc. which might lead to deviations between the human model and the in vivo measurements. This paper proposes a field-circuit finite element method (FEM) model of galvanic coupling IBC in a real measurement environment to estimate the human channel gain. First an anisotropic concentric cylinder model of the electric field intra-body communication for human limbs was developed based on the galvanic method. Then the electric field model was combined with several impedance elements, which were equivalent in terms of parasitic impedance of the electrodes, input and output impedance of the transceiver, establishing a field-circuit FEM model. The results indicated that a circuit module equivalent to external factors can be added to the field-circuit model, which makes this model more complete, and the estimations based on the proposed field-circuit are in better agreement with the corresponding measurement results.
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Affiliation(s)
- Yue-Ming Gao
- College of Physics and Information Engineering, Fuzhou University, Fuzhou 350116, China; (Z.-M.W.); (M.D.)
- Key Lab of Medical Instrumentation & Pharmaceutical Technology of Fujian Province, Fuzhou 350116, China; (P.-U.M.); (M.-I.V.)
| | - Zhu-Mei Wu
- College of Physics and Information Engineering, Fuzhou University, Fuzhou 350116, China; (Z.-M.W.); (M.D.)
- Key Lab of Medical Instrumentation & Pharmaceutical Technology of Fujian Province, Fuzhou 350116, China; (P.-U.M.); (M.-I.V.)
| | - Sio-Hang Pun
- State Key Laboratory of Analog and Mixed Signal VLSI, University of Macau, Macau 999078, China;
| | - Peng-Un Mak
- Key Lab of Medical Instrumentation & Pharmaceutical Technology of Fujian Province, Fuzhou 350116, China; (P.-U.M.); (M.-I.V.)
- Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Macau 999078, China
| | - Mang-I Vai
- Key Lab of Medical Instrumentation & Pharmaceutical Technology of Fujian Province, Fuzhou 350116, China; (P.-U.M.); (M.-I.V.)
- State Key Laboratory of Analog and Mixed Signal VLSI, University of Macau, Macau 999078, China;
- Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Macau 999078, China
| | - Min Du
- College of Physics and Information Engineering, Fuzhou University, Fuzhou 350116, China; (Z.-M.W.); (M.D.)
- Key Lab of Medical Instrumentation & Pharmaceutical Technology of Fujian Province, Fuzhou 350116, China; (P.-U.M.); (M.-I.V.)
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Callejon MA, Reina-Tosina J, Naranjo-Hernandez D, Roa LM. Measurement Issues in Galvanic Intrabody Communication: Influence of Experimental Setup. IEEE Trans Biomed Eng 2015; 62:2724-32. [PMID: 26080377 DOI: 10.1109/tbme.2015.2444916] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
SIGNIFICANCE The need for increasingly energy-efficient and miniaturized bio-devices for ubiquitous health monitoring has paved the way for considerable advances in the investigation of techniques such as intrabody communication (IBC), which uses human tissues as a transmission medium. However, IBC still poses technical challenges regarding the measurement of the actual gain through the human body. The heterogeneity of experimental setups and conditions used together with the inherent uncertainty caused by the human body make the measurement process even more difficult. GOAL The objective of this study, focused on galvanic coupling IBC, is to study the influence of different measurement equipments and conditions on the IBC channel. METHODS Different experimental setups have been proposed in order to analyze key issues such as grounding, load resistance, type of measurement device and effect of cables. In order to avoid the uncertainty caused by the human body, an IBC electric circuit phantom mimicking both human bioimpedance and gain has been designed. Given the low-frequency operation of galvanic coupling, a frequency range between 10 kHz and 1 MHz has been selected. RESULTS The correspondence between simulated and experimental results obtained with the electric phantom have allowed us to discriminate the effects caused by the measurement equipment. CONCLUSION This study has helped us obtain useful considerations about optimal setups for galvanic-type IBC as well as to identify some of the main causes of discrepancy in the literature.
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47
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Security and privacy issues in implantable medical devices: A comprehensive survey. J Biomed Inform 2015; 55:272-89. [DOI: 10.1016/j.jbi.2015.04.007] [Citation(s) in RCA: 165] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2014] [Revised: 03/19/2015] [Accepted: 04/17/2015] [Indexed: 11/24/2022]
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48
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Kibret B, Seyedi M, Lai DTH, Faulkner M. Investigation of galvanic-coupled intrabody communication using the human body circuit model. IEEE J Biomed Health Inform 2015; 18:1196-206. [PMID: 25014932 DOI: 10.1109/jbhi.2014.2301165] [Citation(s) in RCA: 73] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Intrabody Communication (IBC) is a technique that uses the human body as a transmission medium for electrical signals to connect wearable electronic sensors and devices. Understanding the human body as the transmission medium in IBC paves way for practical implementation of IBC in body sensor networks. In this study, we propose a model for galvanic coupling-type IBC based on a simplified equivalent circuit representation of the human upper arm. We propose a new way to calculate the electrode-skin contact impedance. Based on the model and human experimental results, we discuss important characteristics of galvanic coupling-type IBC, namely, the effect of tissues, anthropometry of subjects, and electrode configuration on signal propagation. We found that the dielectric properties of the muscle primarily characterize the received signal when receiver electrodes are located close to transmitter electrodes. When receiver and transmitter electrodes are far apart, the skin dielectric property affects the received signal.
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49
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Rapin M, Proença M, Braun F, Meier C, Solà J, Ferrario D, Grossenbacher O, Porchet JA, Chételat O. Cooperative dry-electrode sensors for multi-lead biopotential and bioimpedance monitoring. Physiol Meas 2015; 36:767-83. [PMID: 25798790 DOI: 10.1088/0967-3334/36/4/767] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Cooperative sensors is a novel measurement architecture that allows the acquiring of biopotential signals on patients in a comfortable and easy-to-integrate manner. The novel sensors are defined as cooperative in the sense that at least two of them work in concert to measure a target physiological signal, such as a multi-lead electrocardiogram or a thoracic bioimpedance.This paper starts by analysing the state-of-the-art methods to simultaneously measure biopotential and bioimpedance signals, and justifies why currently (1) passive electrodes require the use of shielded or double-shielded cables, and (2) active electrodes require the use of multi-wired cabled technologies, when aiming at high quality physiological measurements.In order to overcome the limitations of the state-of-the-art, a new method for biopotential and bioimpedance measurement using the cooperative sensor is then presented. The novel architecture allows the acquisition of the aforementioned biosignals without the need of shielded or multi-wire cables by splitting the electronics into separate electronic sensors comprising each of two electrodes, one for voltage measurement and one for current injection. The sensors are directly in contact with the skin and connected together by only one unshielded wire. This new configuration requires one power supply per sensor and all sensors need to be synchronized together to allow them to work in concert.After presenting the working principle of the cooperative sensor architecture, this paper reports first experimental results on the use of the technology when applied to measuring multi-lead ECG signals on patients. Measurements performed on a healthy patient demonstrate the feasibility of using this novel cooperative sensor architecture to measure biopotential signals and compliance with common mode rejection specification accordingly to international standard (IEC 60601-2-47) has also been assessed.By reducing the need of using complex wiring setups, and by eliminating the presence of central recording devices (cooperative sensors directly sense and store the measured biosignals on the site), the depicted novel technology is a candidate to a novel generation of highly-integrated, comfortable and reliable technologies that measure physiological signals in real-life scenarios.
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Affiliation(s)
- M Rapin
- Swiss Centre for Electronics and Microtechnology, CSEM, Neuchâtel, Switzerland. ETHZ, D-HEST, Zürich, Switzerland
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50
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Misra S, Mahapatro J, Mahadevappa M, Islam N. Random room mobility model and extra‐wireless body area network communication in hospital buildings. IET NETWORKS 2015. [DOI: 10.1049/iet-net.2014.0009] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- Sudip Misra
- School of Information TechnologyIndian Institute of TechnologyKharagpurWest Bengal721302India
| | - Judhistir Mahapatro
- School of Medical Science and TechnologyIndian Institute of TechnologyKharagpurWest Bengal721302India
| | - Manjunatha Mahadevappa
- School of Medical Science and TechnologyIndian Institute of TechnologyKharagpurWest Bengal721302India
| | - Nabiul Islam
- School of Information TechnologyIndian Institute of TechnologyKharagpurWest Bengal721302India
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