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Zhang Y, Hu P, Li L, Cao R, Khadria A, Maslov K, Tong X, Zeng Y, Jiang L, Zhou Q, Wang LV. Ultrafast longitudinal imaging of haemodynamics via single-shot volumetric photoacoustic tomography with a single-element detector. Nat Biomed Eng 2024; 8:712-725. [PMID: 38036618 PMCID: PMC11136871 DOI: 10.1038/s41551-023-01149-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 10/25/2023] [Indexed: 12/02/2023]
Abstract
Techniques for imaging haemodynamics use ionizing radiation or contrast agents or are limited by imaging depth (within approximately 1 mm), complex and expensive data-acquisition systems, or low imaging speeds, system complexity or cost. Here we show that ultrafast volumetric photoacoustic imaging of haemodynamics in the human body at up to 1 kHz can be achieved using a single laser pulse and a single element functioning as 6,400 virtual detectors. The technique, which does not require recalibration for different objects or during long-term operation, enables the longitudinal volumetric imaging of haemodynamics in vasculature a few millimetres below the skin's surface. We demonstrate this technique in vessels in the feet of healthy human volunteers by capturing haemodynamic changes in response to vascular occlusion. Single-shot volumetric photoacoustic imaging using a single-element detector may facilitate the early detection and monitoring of peripheral vascular diseases and may be advantageous for use in biometrics and point-of-care testing.
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Affiliation(s)
- Yide Zhang
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Peng Hu
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Lei Li
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Rui Cao
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Anjul Khadria
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Konstantin Maslov
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Xin Tong
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Yushun Zeng
- USC Roski Eye Institute, University of Southern California, Los Angeles, CA, USA
- Alfred E. Mann Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, USA
| | - Laiming Jiang
- USC Roski Eye Institute, University of Southern California, Los Angeles, CA, USA
- Alfred E. Mann Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, USA
| | - Qifa Zhou
- USC Roski Eye Institute, University of Southern California, Los Angeles, CA, USA
- Alfred E. Mann Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, USA
| | - Lihong V Wang
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, Pasadena, CA, USA.
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2
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Zhang Y, Hu P, Li L, Cao R, Khadria A, Maslov K, Tong X, Zeng Y, Jiang L, Zhou Q, Wang LV. Single-shot 3D photoacoustic tomography using a single-element detector for ultrafast imaging of hemodynamics. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.14.532661. [PMID: 36993341 PMCID: PMC10055152 DOI: 10.1101/2023.03.14.532661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/29/2023]
Abstract
Imaging hemodynamics is crucial for the diagnosis, treatment, and prevention of vascular diseases. However, current imaging techniques are limited due to the use of ionizing radiation or contrast agents, short penetration depth, or complex and expensive data acquisition systems. Photoacoustic tomography shows promise as a solution to these issues. However, existing photoacoustic tomography methods collect signals either sequentially or through numerous detector elements, leading to either low imaging speed or high system complexity and cost. To address these issues, here we introduce a method to capture a 3D photoacoustic image of vasculature using a single laser pulse and a single-element detector that functions as 6,400 virtual ones. Our method enables ultrafast volumetric imaging of hemodynamics in the human body at up to 1 kHz and requires only a single calibration for different objects and for long-term operations. We demonstrate 3D imaging of hemodynamics at depth in humans and small animals, capturing the variability in blood flow speeds. This concept can inspire other imaging technologies and find applications such as home-care monitoring, biometrics, point-of-care testing, and wearable monitoring.
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Affiliation(s)
- Yide Zhang
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Peng Hu
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Lei Li
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Rui Cao
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Anjul Khadria
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Konstantin Maslov
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Xin Tong
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Yushun Zeng
- Department of Biomedical Engineering and Ophthalmology, University of Southern California, Los Angeles, CA 90089, USA
| | - Laiming Jiang
- Department of Biomedical Engineering and Ophthalmology, University of Southern California, Los Angeles, CA 90089, USA
| | - Qifa Zhou
- Department of Biomedical Engineering and Ophthalmology, University of Southern California, Los Angeles, CA 90089, USA
| | - Lihong V. Wang
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
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3
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Li Y, Wong TTW, Shi J, Hsu HC, Wang LV. Multifocal photoacoustic microscopy using a single-element ultrasonic transducer through an ergodic relay. LIGHT, SCIENCE & APPLICATIONS 2020; 9:135. [PMID: 32793336 PMCID: PMC7393099 DOI: 10.1038/s41377-020-00372-x] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2020] [Revised: 07/17/2020] [Accepted: 07/20/2020] [Indexed: 05/03/2023]
Abstract
Optical-resolution photoacoustic microscopy (OR-PAM) has demonstrated high-spatial-resolution imaging of optical absorption in biological tissue. To date, most OR-PAM systems rely on mechanical scanning with confocally aligned optical excitation and ultrasonic detection, limiting the wide-field imaging speed of these systems. Although several multifocal OR-PA (MFOR-PA) systems have attempted to address this limitation, they are hindered by the complex design in a constrained physical space. Here, we present a two-dimensional (2D) MFOR-PAM system that utilizes a 2D microlens array and an acoustic ergodic relay. Using a single-element ultrasonic transducer, this system can detect PA signals generated from 400 optical foci in parallel and then raster scan the optical foci patterns to form an MFOR-PAM image. This system improves the imaging resolution of an acoustic ergodic relay system from 220 to 13 μm and enables 400-folds shorter scanning time than that of a conventional OR-PAM system at the same resolution and laser repetition rate. We demonstrated the imaging ability of the system with both in vitro and in vivo experiments.
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Affiliation(s)
- Yang Li
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, 1200 East California Boulevard, Pasadena, CA 91125 USA
- Department of Biomedical Engineering, Washington University in St. Louis, Campus Box 1097, One Brookings Drive, St. Louis, MO 63130-4899 USA
| | - Terence T. W. Wong
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, 1200 East California Boulevard, Pasadena, CA 91125 USA
- Department of Biomedical Engineering, Washington University in St. Louis, Campus Box 1097, One Brookings Drive, St. Louis, MO 63130-4899 USA
- Present Address: Translational and Advanced Bioimaging Laboratory, Department of Chemical and Biological Engineering, Hong Kong University of Science and Technology, Hong Kong, China
| | - Junhui Shi
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, 1200 East California Boulevard, Pasadena, CA 91125 USA
| | - Hsun-Chia Hsu
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, 1200 East California Boulevard, Pasadena, CA 91125 USA
- Department of Biomedical Engineering, Washington University in St. Louis, Campus Box 1097, One Brookings Drive, St. Louis, MO 63130-4899 USA
| | - Lihong V. Wang
- Caltech Optical Imaging Laboratory, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, California Institute of Technology, 1200 East California Boulevard, Pasadena, CA 91125 USA
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4
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del Hougne P, Imani MF, Diebold AV, Horstmeyer R, Smith DR. Learned Integrated Sensing Pipeline: Reconfigurable Metasurface Transceivers as Trainable Physical Layer in an Artificial Neural Network. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2020; 7:1901913. [PMID: 32042558 PMCID: PMC7001623 DOI: 10.1002/advs.201901913] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 10/26/2019] [Indexed: 05/18/2023]
Abstract
The rapid proliferation of intelligent systems (e.g., fully autonomous vehicles) in today's society relies on sensors with low latency and computational effort. Yet current sensing systems ignore most available a priori knowledge, notably in the design of the hardware level, such that they fail to extract as much task-relevant information per measurement as possible. Here, a "learned integrated sensing pipeline" (LISP), including in an end-to-end fashion both physical and processing layers, is shown to enable joint learning of optimal measurement strategies and a matching processing algorithm, making use of a priori knowledge on task, scene, and measurement constraints. Numerical results demonstrate accuracy improvements around 15% for object recognition tasks with limited numbers of measurements, using dynamic metasurface apertures capable of transceiving programmable microwave patterns. Moreover, it is concluded that the optimal learned microwave patterns are nonintuitive, underlining the importance of the LISP paradigm in current sensorization trends.
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Affiliation(s)
- Philipp del Hougne
- Institut de Physique de NiceCNRS UMR 7010Université Côte d'AzurNice06108France
| | - Mohammadreza F. Imani
- Center for Metamaterials and Integrated PlasmonicsDepartment of Electrical and Computer EngineeringDuke UniversityDurhamNC27708USA
| | - Aaron V. Diebold
- Center for Metamaterials and Integrated PlasmonicsDepartment of Electrical and Computer EngineeringDuke UniversityDurhamNC27708USA
| | | | - David R. Smith
- Center for Metamaterials and Integrated PlasmonicsDepartment of Electrical and Computer EngineeringDuke UniversityDurhamNC27708USA
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5
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Dong Y, Yu G, Wang N. Robust far-field subwavelength imaging of scatterers by an acoustic superlens. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2019; 146:4131. [PMID: 31893697 DOI: 10.1121/1.5134780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Accepted: 10/31/2019] [Indexed: 06/10/2023]
Abstract
It is well accepted that the conversion of an evanescent wave into a propagating wave is critical to far-field subwavelength imaging. However, subwavelength resolution can also be achieved using the multiple signal classification (MUSIC) algorithm for the situation of low conversion. In order to explore the difference of imaging performance between these two approaches, an acoustic superlens of length about one wavelength is designed to convert the evanescent wave into a propagating wave, which can be harnessed by the MUSIC algorithm. It is confirmed that the conversion of the evanescent wave into a propagating wave plays a role in improving the imaging resolution against noise, and the imaging resolution is improved by both the MUSIC algorithm and an acoustic superlens.
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Affiliation(s)
- Yongkang Dong
- College of Information Science and Engineering, Ocean University of China, Qingdao 266100, China
| | - Gaokun Yu
- College of Information Science and Engineering, Ocean University of China, Qingdao 266100, China
| | - Ning Wang
- College of Information Science and Engineering, Ocean University of China, Qingdao 266100, China
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6
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Robin J, Simon A, Arnal B, Tanter M, Pernot M. Self-adaptive ultrasonic beam amplifiers: application to transcostal shock wave therapy. Phys Med Biol 2018; 63:175014. [PMID: 30101750 DOI: 10.1088/1361-6560/aad9b5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Ultrasound shock wave therapy is increasingly used for non-invasive surgery. It requires the focusing of very high pressure amplitude in precisely controlled focal spots. In transcostal therapy of the heart or the liver, the high impedance mismatch between the bones and surrounding tissues gives rise to strong aberrations and attenuation of the therapeutic wavefront, with potential risks of injury at the tissue-bone interface. An adaptive propagation of the ultrasonic beam through the intercostal spaces would be required. Several solutions have been developed so far, but they require a prior knowledge of the patient's anatomy or an invasive calibration process, not applicable in clinic. Here, we develop a non-invasive adaptive focusing method for ultrasound therapy through the ribcage using a time reversal cavity (TRC) acting as an ultrasonic beam amplifier. This method is based on ribcage imaging through the TRC and a projection orthogonally to the strongest identified reflectors. The focal pressure of our device was improved by up to 30% using such self-adaptive processing, without degrading the focal spots size and shape. This improvement allowed lesion formation in an Ultracal® phantom through a ribcage without invasive calibration of the device. This adaptive method could be particularly interesting to improve the efficiency and the safety of pulsed cavitational therapy of the heart or the liver.
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Affiliation(s)
- J Robin
- Institut Langevin, ESPCI Paris, Inserm U979, CNRS UMR 7587, Université Paris Diderot, PSL Research University, Paris, France
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7
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Fromenteze T, Decroze C, Abid S, Yurduseven O. Sparsity-Driven Reconstruction Technique for Microwave/Millimeter-Wave Computational Imaging. SENSORS 2018; 18:s18051536. [PMID: 29757241 PMCID: PMC5982233 DOI: 10.3390/s18051536] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 04/24/2018] [Accepted: 05/01/2018] [Indexed: 11/17/2022]
Abstract
Numerous prototypes of computational imaging systems have recently been presented in the microwave and millimeter-wave domains, enabling the simplification of associated active architectures through the use of radiating cavities and metasurfaces that can multiplex signals encoded in the physical layer. This paper presents a new reconstruction technique leveraging the sparsity of the signals in the time-domain and decomposition of the sensing matrix by support detection, the size of the computational inverse problem being reduced significantly without compromising the image quality.
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Affiliation(s)
| | - Cyril Decroze
- XLIM UMR 7252, Université de Limoges/CNRS, 87060 Limoges, France .
| | - Sana Abid
- XLIM UMR 7252, Université de Limoges/CNRS, 87060 Limoges, France .
| | - Okan Yurduseven
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109, USA.
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8
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Diebold AV, Imani MF, Sleasman T, Smith DR. Phaseless computational ghost imaging at microwave frequencies using a dynamic metasurface aperture. APPLIED OPTICS 2018; 57:2142-2149. [PMID: 29604010 DOI: 10.1364/ao.57.002142] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2017] [Accepted: 02/21/2018] [Indexed: 06/08/2023]
Abstract
We demonstrate a dynamic metasurface aperture as a unique tool for computational ghost imaging at microwave frequencies. The aperture consists of a microstrip waveguide loaded with an array of metamaterial elements, each of which couples energy from the waveguide mode to the radiation field. With a tuning mechanism introduced into each independently addressable metamaterial element, the aperture can produce diverse radiation patterns that vary as a function of tuning state. Here, we show that fields from such an aperture approximately obey speckle statistics in the radiative near field. Inspired by the analogy with optical correlation imaging, we use the dynamic aperture as a means of illuminating a scene with structured microwave radiation, receiving the backscattered intensity with a simple waveguide probe. By correlating the magnitude of the received signal with the structured intensity patterns, we demonstrate high-fidelity, phaseless imaging of sparse targets. The dynamic metasurface aperture as a novel ghost imaging structure can find application in security screening, through-wall imaging, as well as biomedical diagnostics.
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9
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Kruizinga P, van der Meulen P, Fedjajevs A, Mastik F, Springeling G, de Jong N, Bosch JG, Leus G. Compressive 3D ultrasound imaging using a single sensor. SCIENCE ADVANCES 2017; 3:e1701423. [PMID: 29230434 PMCID: PMC5724356 DOI: 10.1126/sciadv.1701423] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Accepted: 11/08/2017] [Indexed: 05/10/2023]
Abstract
Three-dimensional ultrasound is a powerful imaging technique, but it requires thousands of sensors and complex hardware. Very recently, the discovery of compressive sensing has shown that the signal structure can be exploited to reduce the burden posed by traditional sensing requirements. In this spirit, we have designed a simple ultrasound imaging device that can perform three-dimensional imaging using just a single ultrasound sensor. Our device makes a compressed measurement of the spatial ultrasound field using a plastic aperture mask placed in front of the ultrasound sensor. The aperture mask ensures that every pixel in the image is uniquely identifiable in the compressed measurement. We demonstrate that this device can successfully image two structured objects placed in water. The need for just one sensor instead of thousands paves the way for cheaper, faster, simpler, and smaller sensing devices and possible new clinical applications.
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Affiliation(s)
- Pieter Kruizinga
- Thoraxcenter–Biomedical Engineering, Erasmus Medical Center, 3000 CA Rotterdam, Netherlands
- Faculty of Applied Sciences–Imaging Physics, Delft University of Technology, 2600 AA Delft, Netherlands
| | - Pim van der Meulen
- Faculty of Electrical Engineering, Mathematics and Computer Science–Micro Electronics, Delft University of Technology, 2628 CD Delft, Netherlands
| | - Andrejs Fedjajevs
- Faculty of Electrical Engineering, Mathematics and Computer Science–Micro Electronics, Delft University of Technology, 2628 CD Delft, Netherlands
| | - Frits Mastik
- Thoraxcenter–Biomedical Engineering, Erasmus Medical Center, 3000 CA Rotterdam, Netherlands
| | - Geert Springeling
- Department of Experimental Medical Instruments, Erasmus Medical Center, 3015 CN Rotterdam, Netherlands
| | - Nico de Jong
- Thoraxcenter–Biomedical Engineering, Erasmus Medical Center, 3000 CA Rotterdam, Netherlands
- Faculty of Applied Sciences–Imaging Physics, Delft University of Technology, 2600 AA Delft, Netherlands
| | - Johannes G. Bosch
- Thoraxcenter–Biomedical Engineering, Erasmus Medical Center, 3000 CA Rotterdam, Netherlands
| | - Geert Leus
- Faculty of Electrical Engineering, Mathematics and Computer Science–Micro Electronics, Delft University of Technology, 2628 CD Delft, Netherlands
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10
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Robin J, Tanter M, Pernot M. A semi-analytical model of a time reversal cavity for high-amplitude focused ultrasound applications. Phys Med Biol 2017; 62:7471-7481. [PMID: 28742052 DOI: 10.1088/1361-6560/aa8211] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Time reversal cavities (TRC) have been proposed as an efficient approach for 3D ultrasound therapy. They allow the precise spatio-temporal focusing of high-power ultrasound pulses within a large region of interest with a low number of transducers. Leaky TRCs are usually built by placing a multiple scattering medium, such as a random rod forest, in a reverberating cavity, and the final peak pressure gain of the device only depends on the temporal length of its impulse response. Such multiple scattering in a reverberating cavity is a complex phenomenon, and optimisation of the device's gain is usually a cumbersome process, mostly empirical, and requiring numerical simulations with extremely long computation times. In this paper, we present a semi-analytical model for the fast optimisation of a TRC. This model decouples ultrasound propagation in an empty cavity and multiple scattering in a multiple scattering medium. It was validated numerically and experimentally using a 2D-TRC and numerically using a 3D-TRC. Finally, the model was used to determine rapidly the optimal parameters of the 3D-TRC which had been confirmed by numerical simulations.
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Affiliation(s)
- J Robin
- Institut Langevin, ESPCI Paris, CNRS UMR 7587, INSERM U979, Université Paris Diderot, PSL Research University, Paris, France
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11
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3D Imaging with a Time Reversal Cavity: Towards Transcostal Focusing for Shock Wave Therapy. Ing Rech Biomed 2017. [DOI: 10.1016/j.irbm.2017.06.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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12
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Gollub JN, Yurduseven O, Trofatter KP, Arnitz D, F Imani M, Sleasman T, Boyarsky M, Rose A, Pedross-Engel A, Odabasi H, Zvolensky T, Lipworth G, Brady D, Marks DL, Reynolds MS, Smith DR. Large Metasurface Aperture for Millimeter Wave Computational Imaging at the Human-Scale. Sci Rep 2017; 7:42650. [PMID: 28218254 PMCID: PMC5316995 DOI: 10.1038/srep42650] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Accepted: 01/11/2017] [Indexed: 01/29/2023] Open
Abstract
We demonstrate a low-profile holographic imaging system at millimeter wavelengths based on an aperture composed of frequency-diverse metasurfaces. Utilizing measurements of spatially-diverse field patterns, diffraction-limited images of human-sized subjects are reconstructed. The system is driven by a single microwave source swept over a band of frequencies (17.5–26.5 GHz) and switched between a collection of transmit and receive metasurface panels. High fidelity image reconstruction requires a precise model for each field pattern generated by the aperture, as well as the manner in which the field scatters from objects in the scene. This constraint makes scaling of computational imaging systems inherently challenging for electrically large, coherent apertures. To meet the demanding requirements, we introduce computational methods and calibration approaches that enable rapid and accurate imaging performance.
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Affiliation(s)
- J N Gollub
- Center for Metamaterials and Integrated Plasmonics. Duke University, Box 90291, Durham, NC 27708, USA.,Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708, USA
| | - O Yurduseven
- Center for Metamaterials and Integrated Plasmonics. Duke University, Box 90291, Durham, NC 27708, USA.,Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708, USA
| | - K P Trofatter
- Center for Metamaterials and Integrated Plasmonics. Duke University, Box 90291, Durham, NC 27708, USA.,Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708, USA
| | - D Arnitz
- Department of Electrical Engineering, University of Washington, Seattle, 98195, USA
| | - M F Imani
- Center for Metamaterials and Integrated Plasmonics. Duke University, Box 90291, Durham, NC 27708, USA.,Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708, USA
| | - T Sleasman
- Center for Metamaterials and Integrated Plasmonics. Duke University, Box 90291, Durham, NC 27708, USA.,Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708, USA
| | - M Boyarsky
- Center for Metamaterials and Integrated Plasmonics. Duke University, Box 90291, Durham, NC 27708, USA.,Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708, USA
| | - A Rose
- Evolv Technology, 200 West Street, Waltham, MA 02451, USA
| | - A Pedross-Engel
- Department of Electrical Engineering, University of Washington, Seattle, 98195, USA
| | - H Odabasi
- Center for Metamaterials and Integrated Plasmonics. Duke University, Box 90291, Durham, NC 27708, USA.,Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708, USA
| | - T Zvolensky
- Center for Metamaterials and Integrated Plasmonics. Duke University, Box 90291, Durham, NC 27708, USA.,Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708, USA
| | - G Lipworth
- Center for Metamaterials and Integrated Plasmonics. Duke University, Box 90291, Durham, NC 27708, USA.,Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708, USA
| | - D Brady
- Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708, USA
| | - D L Marks
- Center for Metamaterials and Integrated Plasmonics. Duke University, Box 90291, Durham, NC 27708, USA.,Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708, USA
| | - M S Reynolds
- Department of Electrical Engineering, University of Washington, Seattle, 98195, USA.,Department of Computer Science and Engineering University of Washington, Seattle, WA 98195, USA
| | - D R Smith
- Center for Metamaterials and Integrated Plasmonics. Duke University, Box 90291, Durham, NC 27708, USA.,Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708, USA
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13
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Luong TD, Hies T, Ohl CD. A compact time reversal emitter-receiver based on a leaky random cavity. Sci Rep 2016; 6:36096. [PMID: 27811957 PMCID: PMC5095765 DOI: 10.1038/srep36096] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2016] [Accepted: 10/04/2016] [Indexed: 11/10/2022] Open
Abstract
Time reversal acoustics (TRA) has gained widespread applications for communication and measurements. In general, a scattering medium in combination with multiple transducers is needed to achieve a sufficiently large acoustical aperture. In this paper, we report an implementation for a cost-effective and compact time reversal emitter-receiver driven by a single piezoelectric element. It is based on a leaky cavity with random 3-dimensional printed surfaces. The random surfaces greatly increase the spatio-temporal focusing quality as compared to flat surfaces and allow the focus of an acoustic beam to be steered over an angle of 41°. We also demonstrate its potential use as a scanner by embedding a receiver to detect an object from its backscatter without moving the TRA emitter.
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Affiliation(s)
- Trung-Dung Luong
- Division of Physics and Applied Physics, School of Physical and Mathematical Sciences, Nanyang Technological University, 21 Nanyang Link, 637371, Singapore.,DHI Water &Environment (S) Pte Ltd, 1 Cleantech View, 637141, Singapore
| | - Thomas Hies
- Division of Physics and Applied Physics, School of Physical and Mathematical Sciences, Nanyang Technological University, 21 Nanyang Link, 637371, Singapore
| | - Claus-Dieter Ohl
- Division of Physics and Applied Physics, School of Physical and Mathematical Sciences, Nanyang Technological University, 21 Nanyang Link, 637371, Singapore
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14
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Fromenteze T, Liu X, Boyarsky M, Gollub J, Smith DR. Phaseless computational imaging with a radiating metasurface. OPTICS EXPRESS 2016; 24:16760-16776. [PMID: 27464130 DOI: 10.1364/oe.24.016760] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Computational imaging modalities support a simplification of the active architectures required in an imaging system and these approaches have been validated across the electromagnetic spectrum. Recent implementations have utilized pseudo-orthogonal radiation patterns to illuminate an object of interest-notably, frequency-diverse metasurfaces have been exploited as fast and low-cost alternative to conventional coherent imaging systems. However, accurately measuring the complex-valued signals in the frequency domain can be burdensome, particularly for sub-centimeter wavelengths. Here, computational imaging is studied under the relaxed constraint of intensity-only measurements. A novel 3D imaging system is conceived based on 'phaseless' and compressed measurements, with benefits from recent advances in the field of phase retrieval. In this paper, the methodology associated with this novel principle is described, studied, and experimentally demonstrated in the microwave range. A comparison of the estimated images from both complex valued and phaseless measurements are presented, verifying the fidelity of phaseless computational imaging.
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Delrue S, Van Den Abeele K, Bou Matar O. Simulation study of a chaotic cavity transducer based virtual phased array used for focusing in the bulk of a solid material. ULTRASONICS 2016; 67:151-159. [PMID: 26845370 DOI: 10.1016/j.ultras.2016.01.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2015] [Revised: 01/15/2016] [Accepted: 01/18/2016] [Indexed: 06/05/2023]
Abstract
In acoustic and ultrasonic non-destructive testing techniques, it is sometimes beneficial to concentrate sound energy at a chosen location in space and at a specific instance in time, for example to improve the signal-to-noise ratio or activate the nonlinearity of damage features. Time Reversal (TR) techniques, taking advantage of the reversible character of the wave equation, are particularly suited to focus ultrasonic waves in time and space. The characteristics of the energy focusing in solid media using principles of time reversed acoustics are highly influenced by the nature and dimensions of the medium, the number of transducers and the length of the received signals. Usually, a large number of transducers enclosing the domain of interest is needed to improve the quality of the focusing. However, in the case of highly reverberant media, the number of transducers can be reduced to only one (single-channel TR). For focusing in a non-reverberant medium, which is impossible when using only one source, an adaptation of the single-channel reciprocal TR procedure has been recently suggested by means of a Chaotic Cavity Transducer (CCT), a single element transducer glued on a cavity of chaotic shape. In this paper, a CCT is used to focus elastic energy, at different times, in different points along a predefined line on the upper surface of a thick solid sample. Doing so, all focusing points can act as a virtual phased array transducer, allowing to focus in any point along the depth direction of the sample. This is impossible using conventional reciprocal TR, as you need to have access to all points in the bulk of the material for detecting signals to be used in the TR process. To asses and provide a better understanding of this concept, a numerical study has been developed, allowing to verify the basic concepts of the virtual phased array and to illustrate multi-component time reversal focusing in the bulk of a solid material.
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Affiliation(s)
- Steven Delrue
- Wave Propagation and Signal Processing Research Group, KU Leuven Kulak, E. Sabbelaan 53, 8500 Kortrijk, Belgium.
| | - Koen Van Den Abeele
- Wave Propagation and Signal Processing Research Group, KU Leuven Kulak, E. Sabbelaan 53, 8500 Kortrijk, Belgium.
| | - Olivier Bou Matar
- Joint International Laboratory LICS/LEMAC: IEMN, UMR CNRS 8520, Univ. Nord de France, ECLille, Cité Scientifique, BP48, 59651 Villeneuve d'Ascq, France.
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Etaix N, Dubois J, Fink M, Ing RK. Increasing the modal density in plates for mono-element focusing in air. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2013; 134:1049-1054. [PMID: 23927104 DOI: 10.1121/1.4812260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Acoustic focusing experiments usually require large arrays of transducers. It has been shown by Etaix et al. [J. Acoust. Soc. Am. 131, 395-399 (2012)] that the use of a cavity allows reducing this number of transducers. This paper presents experiments with Duralumin plates (the cavities) containing scatterers to improve the contrast of focusing. The use of a scatterer array in the plate allows increasing the modal density at given frequencies. The scatterers used are membranes and buttons that are manufactured in Duralumin plates. Their resonances are studied both experimentally and numerically. Such scatterers present the advantage of having a tunable frequency resonance, which allows controlling the frequencies at which the modal density increases. The dispersion relations of plates with scatterer array show high modal density at given frequencies. Finally acoustic focusing experiments in air, using these plates, are compared to the ones of simple duralumin plates demonstrating the improvement of contrast. Acoustic source localization is also realized using these plates.
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Affiliation(s)
- Nicolas Etaix
- Institut Langevin, Ecole Superieure de Physique et de Chimie Industrielles, ParisTech, CNRS Unité Mixte de Recherche 7587, 1 Rue Jussieu, 75005 Paris, France
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Etaix N, Fink M, Ing RK. Acoustic imaging device with one transducer. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2012; 131:EL395-EL399. [PMID: 22559458 DOI: 10.1121/1.3699533] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
This paper presents a low profile imaging device using only one piezoelectric transducer and a microphone. The transducer is glued to an aluminum plate of non-regular geometry that acts as an acoustic cavity. Beam steering is achieved, and the acoustic waves should be focused anywhere in front of the plate. Finally, using a single microphone receiver working in echographic mode, our imaging device is able to locate any object placed in front of it.
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Affiliation(s)
- Nicolas Etaix
- Institut Langevin, Université Paris 7, ESPCI, CNRS Unité Mixte de Recherche 7587, 10 rue Vauquelin, 75231 Paris Cédex 05, France.
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Choi Y, Lee H, Hong H, Ohm WS. Two-dimensional virtual array for ultrasonic nondestructive evaluation using a time-reversal chaotic cavity. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2011; 130:2720-2727. [PMID: 22087900 DOI: 10.1121/1.3643828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Despite its introduction more than a decade ago, a two-dimensional ultrasonic array remains a luxury in nondestructive evaluation because of the complexity and cost associated with its fabrication and operation. This paper describes the construction and performance of a two-dimensional virtual array that solves these problems. The virtual array consists of only two transducers (one each for transmit and receive) and an aluminum chaotic cavity, augmented by a 10 × 10 matrix array of rectangular rods. Each rod, serving as an elastic waveguide, is calibrated to emit a collimated pulsed sound beam centered at 2.5 MHz using the reciprocal time reversal. The resulting virtual array is capable of pulse-echo interrogation of a solid sample in direct contact along 10 × 10 scan lines. Three-dimensional imaging of an aluminum test piece, the nominal thickness of which is in the order of 1 cm, is successfully carried out using the virtual array.
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Affiliation(s)
- Youngsoo Choi
- School of Mechanical Engineering, Yonsei University, Seoul 120-749, Korea
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Sarvazyan A, Fillinger L, Gavrilov L. Time-reversal acoustic focusing system as a virtual random phased array. IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL 2010; 57:812-817. [PMID: 20378444 DOI: 10.1109/tuffc.2010.1486] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
This paper compares the performance of two different systems for dynamic focusing of ultrasonic waves: conventional 2-D phased arrays (PA) and a focusing system based on the principles of time-reversed acoustics (TRA). Focused ultrasound fields obtained in the experiments with the TRA focusing system (TRA FS), which employs a liquid-filled reverberator with 4 piezotransducers attached to its wall, are compared with the focused fields obtained by mathematical simulation of PAs comprised from several tens to several hundreds of elements distributed randomly on the array surface. The experimental and simulated focusing systems had the same aperture and operated at a frequency centered about 600 kHz. Experimental results demonstrated that the TRA FS with a small number of channels can produce complex focused patterns and can steer them with efficiency comparable to that of a PA with hundreds of elements. It is shown that the TRA FS can be realized using an extremely simple means, such as a reverberator made of a water-filled plastic bottle with just a few piezotransducers attached to its walls.
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Haworth KJ, Fowlkes JB, Carson PL, Kripfgans OD. Generalized shot noise model for time-reversal in multiple-scattering media allowing for arbitrary inputs and windowing. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2009; 125:3129-3140. [PMID: 19425655 PMCID: PMC2806439 DOI: 10.1121/1.3106133] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2008] [Revised: 01/26/2009] [Accepted: 02/25/2009] [Indexed: 05/27/2023]
Abstract
A theoretical shot noise model to describe the output of a time-reversal experiment in a multiple-scattering medium is developed. This (non-wave equation based) model describes the following process. An arbitrary waveform is transmitted through a high-order multiple-scattering environment and recorded. The recorded signal is arbitrarily windowed and then time-reversed. The processed signal is retransmitted into the environment and the resulting signal recorded. The temporal and spatial signal and noise of this process is predicted statistically. It is found that the time when the noise is largest depends on the arbitrary windowing and this noise peak can occur at times outside the main lobe. To determine further trends, a common set of parameters is applied to the general result. It is seen that as the duration of the input function increases, the signal-to-noise ratio (SNR) decreases (independent of signal bandwidth). It is also seen that longer persisting impulse responses result in increased main lobe amplitudes and SNR. Assumptions underpinning the generalized shot noise model are compared to an experimental realization of a multiple-scattering medium (a time-reversal chaotic cavity). Results from the model are compared to random number numerical simulation.
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Affiliation(s)
- Kevin J Haworth
- Department of Radiology and the Applied Physics Program, University of Michigan, Ann Arbor, Michigan 48109, USA
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