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Research Papers
Featuring NOKOV Motion Capture

Studies Utilizing NOKOV's Advanced Motion Capture Solutions
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S. Cai, M. Shao, M. Du, G. Bao and B. Fan, "A Binocular-Camera-Assisted Sensor-to-Segment Alignment Method for Inertial Sensor-Based Human Gait Analysis," in IEEE Sensors Journal, vol. 23, no. 3, pp. 2663-2671, 1 Feb.1, 2023, doi: 10.1109/JSEN.2022.322938
Bo Sheng, Linfeng Chen, Jian Cheng, Yanxin Zhang, Zikai Hua, Jing Tao,A markless 3D human motion data acquisition method based on the binocular stereo vision and lightweight open pose algorithm, Measurement,Volume 225,2024,113908,ISSN 0263-2241,https://do
Huang T, Ruan M, Huang S, et al. Comparison of kinematics and joint moments calculations for lower limbs during gait using markerless and marker-based motion capture[J]. Frontiers in Bioengineering and Biotechnology, 2024, 12: 1280363.
Jiabao Li, Ziyang Wang, Chengjun Wang, Wenhang Su,GaitFormer: Leveraging dual-stream spatial–temporal Vision Transformer via a single low-cost RGB camera for clinical gait analysis, Knowledge-Based Systems,Volume 295,2024,111810,ISSN 0950-7051, https://do
Zhi-Chao Dong, Xiao-Ming Fu, Zeshi Yang, and Ligang Liu. 2019. Redirected Smooth Mappings for Multiuser Real Walking in Virtual Reality. ACM Trans. Graph. 38, 5, Article 149 (October 2019), 17 pages. https://doi.org/10.1145/3345554
H. Zhang, X. Liu, J. Li, J. Pan, C. K. Loo and A. Cangelos, "Research on Enhanced Gait Phase Segmentation Based on Multi-Modal Spatiotemporal Information Fusion," in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2024.3502653.
Hu N, Wang A, Wu Y. Robust adaptive PD-like control of lower limb rehabilitation robot based on human movement data[J]. PeerJ Computer Science, 2021, 7: e394.
Hu N, Wang A. Kinematics and dynamics analysis of lower limbs based on human motion data[C]//2020 Chinese Automation Congress (CAC). IEEE, 2020: 6727-6732.
Wang A, Hu N, Yu J, et al. Research on robot control system of lower limb rehabilitation robot based on human gait comfort[C]//2019 International Conference on Advanced Mechatronic Systems (ICAMechS). IEEE, 2019: 34-39.
Zhang, Y.; Wang, E.; Wang, M.; Liu, S.; Ge, W. Design and Experimental Research of Knee Joint Prosthesis Based on Gait Acquisition Technology. Biomimetics 2021, 6, 28.
J. Lu, W. Aihui and Z. Ma, "Adaptive control of the rehabilitation robot with the model uncertainty based on real human gait," 2020 International Conference on Advanced Mechatronic Systems (ICAMechS), Hanoi, Vietnam, 2020, pp. 282-285
J. Yu, F. Cai, A. Wang, N. Hu and P. Wu, "Adaptive Research of Lower Limb Rehabilitation Robot Based on Human Gait," 2018 International Conference on Advanced Mechatronic Systems (ICAMechS), Zhengzhou, China, 2018, pp. 86-92
Shibo Cai, Dipei Chen, Bingfei Fan, Mingyu Du, Guanjun Bao, Gang Li, Gait phases recognition based on lower limb sEMG signals using LDA-PSO-LSTM algorithm, Biomedical Signal Processing and Control, 2023
Muye Pang, Zihan Luo, Biwei Tang, Jing Luo, Kui Xiang,Estimation of the interaction force between human and passive lower limb exoskeleton device during level ground walking, Biomimetic Intelligence and Robotics, 2022
Chao Jiang, Yan Yang, Huayun Mao, Dewei Yang, Wei Wang, Effects of Dynamic IMU-to-Segment Misalignment Error on 3-DOF Knee Angle Estimation in Walking and Running, Sensors,Chongqing University of Posts and Telecommunications.
Yanshun Zhang,Nan Wang,Ming Li,Shudi Weng,Yongqiang Han,Frogman Self-Navigation Method Based on Virtual Transponder Array and Dead Reckoning,IEEE Access,Beihang University (formerly known as Beijing University of Aeronautics and Astronautics)
Jie Liu1,Le Wang,Hang Zhou,Front. Psychol,Zhoukou Normal University
Bing Chen,Bin Zi,Zhengyu Wang,Yuan Li, Jun Qian,Development of Robotic Ankle–Foot Orthosis With Series Elastic Actuator and Magneto-Rheological Brak,Journal of Mechanisms and Robotics,Hefei University of Technology
Xi Ba,Yaqian Zhou,Muye Pang,Biwei Tang,Kui Xiang,Predictive Simulation of Human Body Bending Motion Based on Inverse Optimization,2021 27th International Conference on Mechatronics and Machine Vision in Practice (M2VIP),Wuhan University of Technology
Peili Gong,Muye Pang,Kui Xiang,Liyan Zhang,Biwei Tang,Human Control Intent Inference Using ESNs and Input-Tracking Based Inverse Model Predictive Control,International Conference on Intelligent Robotics and Applications,Wuhan University of Technology
Yongping Dan,Yifei Ge,Aihui Wang,Shuaishuai Zhan,Human-Like Control System Design of the Lower Limb Rehabilitation Robot Based on Adaptive RBF Neural Network,RiTA 2020,Zhongyuan Institute of Technology
Shuaishuai Zhang,Aihui Wang,Zhengxiang Ma,Jun Yu,Wei Li,Yan Wang,Human Gait Process Analysis and Rehabilitation Robot Humanoid Control Based on OpenSim,2021 International Conference on Advanced Mechatronic Systems (ICAMechS),Zhongyuan Institute of Technology
Aihui Wang,Wei Li; Jun Yu,Shuaishuai Zhang,Impedance control based on the human gait data for lower limb rehabilitation robot,2021 China Automation Congress (CAC),Zhongyuan Institute of Technology
Quan Li,Qing Zhou,Wentao Chen,Gongxun Deng,Xinqi Wei,Fan Zhang,Shengbo Eben Li,Bingbing Nie,IRCOBI Asia 2020,Tsinghua University
Mingzhi Pang,Gang Shen,Xu Yang,Kuiyuan Zhang,Pengpeng Chen,Guofa Wang,Achieving Reliable Underground Positioning With Visible Light,IEEE Transactions on Instrumentation and Measurement,China University of Mining and Technology
Jun Yu,Shuaishuai Zhang,Aihui Wang,Wei Li,Lulu Song,Musculoskeletal modeling and humanoid control of robots based on human gait data,PeerJ Computer Science,Zhongyuan Institute of Technology
Aihui Wang,Wei Li,and Jun yu,PD Controller of a Lower Limb Exoskeleton Robot Based on Sliding Mode RBF Neural Network,International Conference on Multimedia Technology and Enhanced Learning,Zhongyuan Institute of Technology
Qiuyan Zeng(B),Muye Pang,Biwei Tang,and Kui Xiang,Simulation of Human Posture Sway Based on Reference Control,International Conference on Intelligent Robotics and Applications,Wuhan University of Technology
Yifei Ge,Yongping Dan,Aihui Wang,Shuaishuai Zhang,Lower limb rehabilitation robot control based on human gait data and plantar reaction force,2020 International Conference on Advanced Mechatronic Systems (ICAMechS)
Jun Yu,Shuaishuai Zhang,Aihui Wang,Wei Li,Human Gait Analysis Based on OpenSim,2020 International Conference on Advanced Mechatronic Systems
Aihui Wang, Ningning Hu, Jun Yu, Junlan Lu, Yifei Ge, Yan Wang,Human-Like Robust Adaptive PD Based Human Gait Tracking for Exoskeleton Robot,Journal of Robotics and Mechatronics,2021
Yanshun Zhang,Nan Wang,Ming Li,Xue Sun,Zhanqing Wang,Indoor Relative Positioning Method and Experiment Based on Inertial Measurement Information/Human motion model/UWB Combined System,2020 27th Saint Petersburg International Conference on Integrated Navigation Systems (ICINS),2020

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Capture Volume*
Objective*
Full Bodies Drones/Robots Others
Quantity
Camera Type
Pluto1.3C Mars1.3H Mars2H Mars4H Underwater Others/I do not know
Camera Count
4 6 8 12 16 20 24 Others/I don't know