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Torres-Pardo A, Pinto-Fernández D, Garabini M, Angelini F, Rodriguez-Cianca D, Massardi S, Tornero J, Moreno JC, Torricelli D. Legged locomotion over irregular terrains: state of the art of human and robot performance. BIOINSPIRATION & BIOMIMETICS 2022; 17:061002. [PMID: 36113448 DOI: 10.1088/1748-3190/ac92b3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 09/16/2022] [Indexed: 06/15/2023]
Abstract
Legged robotic technologies have moved out of the lab to operate in real environments, characterized by a wide variety of unpredictable irregularities and disturbances, all this in close proximity with humans. Demonstrating the ability of current robots to move robustly and reliably in these conditions is becoming essential to prove their safe operation. Here, we report an in-depth literature review aimed at verifying the existence of common or agreed protocols and metrics to test the performance of legged system in realistic environments. We primarily focused on three types of robotic technologies, i.e., hexapods, quadrupeds and bipeds. We also included a comprehensive overview on human locomotion studies, being it often considered the gold standard for performance, and one of the most important sources of bioinspiration for legged machines. We discovered that very few papers have rigorously studied robotic locomotion under irregular terrain conditions. On the contrary, numerous studies have addressed this problem on human gait, being nonetheless of highly heterogeneous nature in terms of experimental design. This lack of agreed methodology makes it challenging for the community to properly assess, compare and predict the performance of existing legged systems in real environments. On the one hand, this work provides a library of methods, metrics and experimental protocols, with a critical analysis on the limitations of the current approaches and future promising directions. On the other hand, it demonstrates the existence of an important lack of benchmarks in the literature, and the possibility of bridging different disciplines, e.g., the human and robotic, towards the definition of standardized procedures that will boost not only the scientific development of better bioinspired solutions, but also their market uptake.
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Affiliation(s)
- Adriana Torres-Pardo
- Neural Rehabilitation Group (NRG), Spanish National Research Council (CSIC), Madrid, Spain
| | - David Pinto-Fernández
- Neural Rehabilitation Group (NRG), Spanish National Research Council (CSIC), Madrid, Spain
- Universidad Politécnica de Madrid, Madrid, Spain
| | - Manolo Garabini
- Centro di Ricerca 'Enrico Piaggio', Università di Pisa, Pisa, Italy
- Dipartimento di Ingegneria dell'Informazione, Università di Pisa, Pisa, Italy
| | - Franco Angelini
- Centro di Ricerca 'Enrico Piaggio', Università di Pisa, Pisa, Italy
- Dipartimento di Ingegneria dell'Informazione, Università di Pisa, Pisa, Italy
| | - David Rodriguez-Cianca
- Neural Rehabilitation Group (NRG), Spanish National Research Council (CSIC), Madrid, Spain
| | - Stefano Massardi
- Neural Rehabilitation Group (NRG), Spanish National Research Council (CSIC), Madrid, Spain
- Dipartimento di Ingegneria Meccanica, Università di Brescia, Brescia, Italy
| | - Jesús Tornero
- Center for Clinical Neuroscience, Hospital Los Madroños, Madrid, Spain
| | - Juan C Moreno
- Neural Rehabilitation Group (NRG), Spanish National Research Council (CSIC), Madrid, Spain
| | - Diego Torricelli
- Neural Rehabilitation Group (NRG), Spanish National Research Council (CSIC), Madrid, Spain
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Schrøder Jakobsen L, Madeleine P, Pavailler S, Lefebvre F, Giandolini M. The effects of unstable surface conditions on lower limb biomechanical parameters during running. J Biomech 2022; 141:111214. [DOI: 10.1016/j.jbiomech.2022.111214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 06/28/2022] [Accepted: 06/28/2022] [Indexed: 12/01/2022]
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Nohelova D, Bizovska L, Vuillerme N, Svoboda Z. Gait Variability and Complexity during Single and Dual-Task Walking on Different Surfaces in Outdoor Environment. SENSORS (BASEL, SWITZERLAND) 2021; 21:4792. [PMID: 34300532 PMCID: PMC8309897 DOI: 10.3390/s21144792] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 07/09/2021] [Accepted: 07/11/2021] [Indexed: 11/28/2022]
Abstract
Nowadays, gait assessment in the real life environment is gaining more attention. Therefore, it is desirable to know how some factors, such as surfaces (natural, artificial) or dual-tasking, influence real life gait pattern. The aim of this study was to assess gait variability and gait complexity during single and dual-task walking on different surfaces in an outdoor environment. Twenty-nine healthy young adults aged 23.31 ± 2.26 years (18 females, 11 males) walked at their preferred walking speed on three different surfaces (asphalt, cobbles, grass) in single-task and in two dual-task conditions (manual task-carrying a cup filled with water, cognitive task-subtracting the number 7). A triaxial inertial sensor attached to the lower trunk was used to record trunk acceleration during gait. From 15 strides, sample entropy (SampEn) as an indicator of gait complexity and root mean square (RMS) as an indicator of gait variability were computed. The findings demonstrate that in an outdoor environment, the surfaces significantly impacted only gait variability, not complexity, and that the tasks affected both gait variability and complexity in young healthy adults.
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Affiliation(s)
- Denisa Nohelova
- Department of Natural Sciences in Kinanthropology, Faculty of Physical Culture, Palacký University Olomouc, 771 11 Olomouc, Czech Republic; (L.B.); (Z.S.)
- Laboratory AGEIS, Université Grenoble Alpes, AGEIS, 38000 Grenoble, France;
- LabCom Telecom4Health, Orange Labs & Université Grenoble Alpes, CNRS, Inria, Grenoble INP-UGA, 38000 Grenoble, France
| | - Lucia Bizovska
- Department of Natural Sciences in Kinanthropology, Faculty of Physical Culture, Palacký University Olomouc, 771 11 Olomouc, Czech Republic; (L.B.); (Z.S.)
| | - Nicolas Vuillerme
- Laboratory AGEIS, Université Grenoble Alpes, AGEIS, 38000 Grenoble, France;
- LabCom Telecom4Health, Orange Labs & Université Grenoble Alpes, CNRS, Inria, Grenoble INP-UGA, 38000 Grenoble, France
- Institut Universitaire de France, 75231 Paris, France
| | - Zdenek Svoboda
- Department of Natural Sciences in Kinanthropology, Faculty of Physical Culture, Palacký University Olomouc, 771 11 Olomouc, Czech Republic; (L.B.); (Z.S.)
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Urbaczka J, Freedman Silvernail J, Uchytil J, Jandacka D. The effect of uneven terrain conditions during shod vs. barefoot running. ACTA GYMNICA 2021. [DOI: 10.5507/ag.2021.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Trounson KM, Busch A, French Collier N, Robertson S. Effects of acute wearable resistance loading on overground running lower body kinematics. PLoS One 2020; 15:e0244361. [PMID: 33370355 PMCID: PMC7769488 DOI: 10.1371/journal.pone.0244361] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Accepted: 12/08/2020] [Indexed: 11/19/2022] Open
Abstract
Field-based sports require athletes to run sub-maximally over significant distances, often while contending with dynamic perturbations to preferred coordination patterns. The ability to adapt movement to maintain performance under such perturbations appears to be trainable through exposure to task variability, which encourages movement variability. The aim of the present study was to investigate the extent to which various wearable resistance loading magnitudes alter coordination and induce movement variability during running. To investigate this, 14 participants (three female and 11 male) performed 10 sub-maximal velocity shuttle runs with either no weight, 1%, 3%, or 5% of body weight attached to the lower limbs. Sagittal plane lower limb joint kinematics from one complete stride cycle in each run were assessed using functional data analysis techniques, both across the participant group and within-individuals. At the group-level, decreases in ankle plantarflexion following toe-off were evident in the 3% and 5% conditions, while increased knee flexion occurred during weight acceptance in the 5% condition compared with unloaded running. At the individual-level, between-run joint angle profiles varied, with six participants exhibiting increased joint angle variability in one or more loading conditions compared with unloaded running. Loading of 5% decreased between-run ankle joint variability among two individuals, likely in accordance with the need to manage increased system load or the novelty of the task. In terms of joint coordination, the most considerable alterations to coordination occurred in the 5% loading condition at the hip-knee joint pair, however, only a minority of participants exhibited this tendency. Coaches should prescribe wearable resistance individually to perturb preferred coordination patterns and encourage movement variability without loading to the extent that movement options become limited.
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Affiliation(s)
- Karl M. Trounson
- Institute for Health and Sport, Victoria University, Footscray, Victoria, Australia
- Western Bulldogs Football Club, Footscray, Victoria, Australia
| | - Aglaja Busch
- University Outpatient Clinic, Sports Medicine & Sports Orthopedics, University of Potsdam, Potsdam, Germany
| | - Neil French Collier
- Institute for Health and Sport, Victoria University, Footscray, Victoria, Australia
| | - Sam Robertson
- Institute for Health and Sport, Victoria University, Footscray, Victoria, Australia
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Isherwood J, Hughes L, Qian JY, Sterzing T. Biomechanical effects of continuous loop running in comparison to discontinuous runway running on locomotion and running shoe characterization. FOOTWEAR SCIENCE 2019. [DOI: 10.1080/19424280.2019.1696896] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
- Joshua Isherwood
- Sports Science and Engineering Laboratory, Xtep (China) Co. Ltd, Xiamen, China
| | - Liam Hughes
- Sports Science and Engineering Laboratory, Xtep (China) Co. Ltd, Xiamen, China
| | - Jie Yuan Qian
- Sports Science and Engineering Laboratory, Xtep (China) Co. Ltd, Xiamen, China
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Thorsten Sterzing
- Sports Science and Engineering Laboratory, Xtep (China) Co. Ltd, Xiamen, China
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The effect of shoe and floor characteristics on walking kinematics. Hum Mov Sci 2019; 66:63-72. [PMID: 30921761 DOI: 10.1016/j.humov.2019.03.014] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Revised: 03/15/2019] [Accepted: 03/18/2019] [Indexed: 12/19/2022]
Abstract
It is common sense that walking on sand poses challenges to postural control. However, there are no studies quantifying the kinematics of sand walking compared to other types of postural perturbations such as unstable shoes. The aim of the study was to investigate differences in walking kinematics during walking on solid ground, in unstable shoes and on unstable surfaces. Nineteen healthy young adults (23.5 ± 1.5 years) performed three different walking tasks: 1) walking at preferred speed while wearing regular shoes; 2) Walking at preferred speed wearing Masai Barefoot Technology shoes and 3) barefoot walking at preferred speed on a large sand grave. Full-body kinematics were recorded during all conditions using an inertial motion capture system. Basic gait parameters (walking speed, stride length and duration), relative vertical center-of-mass position (rvCOM), and ankle, knee and hip joint angles in the sagittal plane were compared across the tasks through statistical parametric mapping over the course of full walking cycles. Participants presented similar walking speed, as well as stride length and duration across different conditions (p > 0.05). However, walking on sand reduced the rvCOM (p < 0.05), while also requiring greater ankle plantarflexion during stance phase (p < 0.05), as well as greater knee and hip flexion during leg swing and initial contact when compared to the other conditions (p < 0.05). It was concluded that walking on sand substantially changes walking kinematics, and may cause greater postural instability than unstable shoes. Therefore, walking on sand can be an alternative to improve postural control in patients undergoing walking rehabilitation.
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Apps C, Weston H, Sterzing T. Treadmill walking increases average mask variability of in-shoe plantar foot loading compared to overground walking. FOOTWEAR SCIENCE 2019. [DOI: 10.1080/19424280.2019.1606337] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Charlotte Apps
- School of Science and Technology, Nottingham Trent University – Clifton Campus, Nottingham, UK
| | - Hollie Weston
- School of Science and Technology, Nottingham Trent University – Clifton Campus, Nottingham, UK
| | - Thorsten Sterzing
- Sports Science & Engineering Laboratory, Xtep (China) Co. Ltd, Xiamen, China
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Apps C, Lake M, O'Brien TD, Sterzing T. Unpredictable shoe midsole perturbations provide an instability stimulus to train ankle posture and motion during forward and lateral gym lunges. J Sports Sci 2019; 37:1951-1961. [PMID: 31027453 DOI: 10.1080/02640414.2019.1609161] [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: 10/26/2022]
Abstract
Unstable footwear may enhance training effects to the lower-limb musculature and sensorimotor system during dynamic gym movements. This study compared the instability of an unstable shoe with irregular midsole deformations (IM) and a control shoe (CS) during forward and lateral lunges. Seventeen female gym class participants completed two sets of ten forward and lateral lunges in CS and IM. Ground reaction forces, lower-limb kinematics and ankle muscle activations were recorded. Variables around initial ground contact, toe-off, descending and ascending lunge phases were compared statistically (p < .05). Responses to IM compared to CS were similar across lunge directions. The IM induced instability by increasing the vertical loading rate (p < .001, p = .009) and variability of frontal ankle motion during descending (p = .001, p < .001) and ascending phases (p = .150, p = .003), in forward and lateral lunges, respectively. At initial ground contact, ankle adjustments enhanced postural stability in IM. Across muscles, there were no activation increases, although results indicate peroneus longus activations increased in IM during the ascending phase. As expected, IM provided a more demanding training stimulus during lunge exercises and has potential to reduce ankle injuries by training ankle positioning for unpredictable instability.
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Affiliation(s)
- Charlotte Apps
- a School of Science and Technology , Nottingham Trent University , Nottingham , UK.,b School of Sport and Exercise Sciences , Liverpool John Moores University , Liverpool , UK.,c Li Ning Sports Science Research Center , Li Ning (China) Sports Goods Co. Ltd , Beijing , China
| | - Mark Lake
- c Li Ning Sports Science Research Center , Li Ning (China) Sports Goods Co. Ltd , Beijing , China
| | - Thomas D O'Brien
- c Li Ning Sports Science Research Center , Li Ning (China) Sports Goods Co. Ltd , Beijing , China
| | - Thorsten Sterzing
- a School of Science and Technology , Nottingham Trent University , Nottingham , UK
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Khoury-Mireb M, Solomonow-Avnon D, Rozen N, Wolf A. The effect of unstable shoe designs on the variability of gait measures. Gait Posture 2019; 69:60-65. [PMID: 30677708 DOI: 10.1016/j.gaitpost.2019.01.017] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Revised: 12/19/2018] [Accepted: 01/11/2019] [Indexed: 02/02/2023]
Abstract
BACKGROUND Unstable footwear designs are popular as training devices to strengthen human neuromuscular control, and many studies have evaluated their effect on gait parameters in comparison to conventional footwear designs. However, there is minimal research on variability of gait measures during walking with unstable shoes. Therefore, the study objective was to compare variability of gait measures between stable and unstable shoe configurations, in conjunction with kinematic and kinetic changes. METHODS Fifteen healthy male subjects walked in both a stable and unstable footwear device configuration while full-body gait kinematic and kinetic data was collected. Averages and standard deviations of gait trials were compared between the two configurations at different stages of each step. RESULTS Comparison of gait variability between both footwear configurations revealed that variability of frontal-plane foot center of pressure offset, transverse-plane ankle moment, and frontal-plane shoulder angle decreased significantly while walking in the unstable configuration, while transverse-plane spine angle variability increased. No changes in variability of gait measures at the knee, hip, or pelvis were observed. Kinematic and kinetic changes were observed throughout the whole body with the unstable shoe. CONCLUSION Our findings suggest that the unstable device used in the study may reduce gait variability at the two extremes of the kinematic chain (i.e., foot, ankle, and shoulders), but increase variability of spine rotation angle. This may suggest a compensatory mechanism to maintain both stability and adaptability, and may have potential clinical implications for gait retraining and enhancing dynamic gait stability and joint stability, pending further investigation.
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Affiliation(s)
- Mona Khoury-Mireb
- Biorobotics and Biomechanics Lab, Faculty of Mechanical Engineering, Technion-Israel Institute of Technology, Haifa, Israel.
| | - Deborah Solomonow-Avnon
- Biorobotics and Biomechanics Lab, Faculty of Mechanical Engineering, Technion-Israel Institute of Technology, Haifa, Israel
| | - Nimrod Rozen
- Department of Orthopaedic Surgery, Ha'Emek Medical Center, Afula, Israel
| | - Alon Wolf
- Biorobotics and Biomechanics Lab, Faculty of Mechanical Engineering, Technion-Israel Institute of Technology, Haifa, Israel
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