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Baichun Wei, Chunzhi Yi#, Qi Zhang, Haiqi Zhu, Jianfei, Zhu, Feng Jiang*. SelfAcHAR:Incorporating Self Training into Active Learning to Improve Cross-subject Human Activity Recognition. IEEE Internet of Things Journal,2023.
Haiqi Zhu, Chunzhi Yi, Seungmin Rho, Shaohui Liu, Feng Jiang, An Interpretable Multivariate Time-series Anomaly Detection Method in Cyber-Physical Systems Based on Adaptive Mask, IEEE Internet of Things Journal,2023.
Zhipeng Wang, Chifu Yang, Shengping Zhang, Shihao Zhang, Chunzhi Yi *,Zhen Ding, Baichun Wei, and Feng Jiang*. Knee Flexion-Assisted Method forHuman-Exoskeleton System, IEEE Transactions on Neural Systems & Rehabilitation Engineering, 2023.
Baichun Wei, Chunzhi Yi, Shengping Zhang, Hao Guo, Jianfei Zhu, Zhen Ding. Taking Locomotion Mode As The Prior: One Algorithm-Enabled Gait Events and Kinematics Prediction Under Various Terrains, IEEE Sensors Journal, 2023.
Chunzhi Yi, Baichun Wei, Jianfei Zhu, Seungmin Rho, Zhiyuan Chen, Feng Jiang *. Mordo: Silent Command Recognition Through Lightweight Around-Ear Biosensors. IEEE Internet of Things Journal,2022.
Chunzhi Yi, Baichun Wei, Zhen Ding, Chifu Yang, Zhiyuan Chen, Feng Jiang *. A Self-Aligned Method of IMU-based 3-DoF Lower-limb Joint Angle Estimation. IEEE Transactions on Instrumentation and Measurement, 2022.
Chunzhi Yi, Seungmin Rho, Baichun Wei, Chifu Yang, Zhen Ding, Zhiyuan Chen, Feng Jiang *. Detecting and Correcting IMU Movements During Joint Angle Estimation. IEEE Transactions on Instrumentation and Measurement, 2022.
Chunzhi Yi, Sang-Oh Park, Chifu Yang, Feng Jiang *, Zhen Ding, Jianfei Zhu and Jie Liu. Muscular Human Cybertwin for Internet of Everything: A Pilot Study. IEEE Transactions on Industrial Informatics, 2022.
Jianfei Zhu, Chunzhi Yi#, Baichun Wei, et. al. The Muscle Fatigue’s Effects on the sEMG-Based Gait Phase Classification: An Experimental Study and a Novel Training Strategy.Applied Sciences, 2021. (co-first author)
Chunzhi Yi, Chifu Yang , Zhiyuan Chen , Zhen Ding and Jie Liu. Reference Frame Unification of IMU-Based Joint Angle Estimation: The Experimental Investigation and A Novel Method. Sensors, 2021.
Chunzhi Yi, Shengping Zhang, Feng Jiang *, Jie Liu, Zhen Ding, Chifu Yang, Huiyu Zhou. Enable Fully Customized Assistance: A Novel IMU-based Motor Intent Decoding Scheme. IEEE Transactions on Cognitive and Developmental Systems, 2021.
Chunzhi Yi, Feng Jiang *, Shengping Zhang, Hao Guo, Chifu Yang, Zhen Ding, Baichun Wei, Xiangyuan Lan *, and Huiyu Zhou. Continuous Prediction of Lower-Limb Kinematics From Multi-Modal Biomedical Signals. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021.
Chunzhi Yi, Feng Jiang *, Md Zakirul Alam Bhuiyan, CF Yang, Xianzhong GAO, Hao Guo, Jiantao Ma, Shen Su *. Smart healthcare-oriented online prediction of lower-limb kinematics and kinetics based on data-driven neural signal decoding. Future Generation Computer Systems,2020.
Chunzhi Yi, Jiantao Ma, Hao Guo, Jiahong Han, Hefu Gao, Feng Jiang *, Chifu Yang. Estimating Three-Dimensional Body Orientation Based On An Improved Complementary Filter for Human Motion Tracking.Sensors, 2018.
Zhen Ding, Chifu Yang, Zhihong Tian, Chunzhi Yi, Yunsheng Fu , Feng Jiang *. sEMG-Based Gesture Recognition With Convolution Neural Networks. Sustainability, 2018.
Conference Paper
Chunzhi Yi, Feng Jiang, Guangming Lu, Chifu Yang, Zhen Ding, Jianfei Zhu and Jie Liu. A Bipolar Myoelectric Sensor-Enabled Human-Machine Interface Based on Spinal Module Activation. IEEE International Conference on Robotics and Automation (ICRA), 2021.
Chunzhi Yi, Kai Yang, Feng Jiang, Chifu Yang. IMU-based Motor Intent Decoding With Full Kinetics Information. IEEE International Conference on Robotics and Automation (ICRA), 2020, Workshop on “Integrating Multidisciplinary Approaches to Advance Physical Human-Robot Interaction” (Poster + Oral Presentation).
Xunfeng Yin, Chunzhi Yi*, Feng Jiang, Chifu Yang. A Bipolar Myoelectric Sensor-Enabled Human-Machine Interface Based on Spinal Module Activation. Robotics: Science and Systems (RSS), Workshop on “AI & Its Alternatives in Assistive & Collaborative Robotics: Decoding Intent” (Poster + Oral Presentation).
Chunzhi Yi, Kai Yang, Feng Jiang, Chifu Yang, Zhiyuan Chen. Compensate Exoskeleton’s Transmission Delay: An Ahead-Of-Time Continuous Prediction Based On Electromyography. The 29th IEEE International Conference on Robot and Human Interactive Communication (ROMAN), Workshop on “4th Workshop on Behavior Adaptation, Interaction and Learning for Assistive Robotics” (Poster + Oral Presentation)
Chunzhi Yi, Zhen Ding, Hao Guo. A Novel Automatic Diagnosis Based Physical Therapy for Duchenne Muscular Dystrophy Children, 3rd IEEE International Conference on Data Science in Cyberspace, 2018.
Zhen Ding, Chifu Yang, Kai Xing, Xueyan Ma, Kai Yang, Hao Guo, Chunzhi Yi, Feng Jiang. The Real Time Gait Phase Detection Based on Long Short-Term Memory, 3rd IEEE International Conference on Data Science in Cyberspace, 2018.
Hao Guo, Kai Yang, Xueyan Ma, Kai Xing, Xiaodong Xia, Chifu Yang, Chunzhi Yi, Feng Jiang. Prediction of Twist Angle for Assistive Exoskeleton Based on EMG Signals, 3rd IEEE International Conference on Data Science in Cyberspace, 2018.
学术兼职
IEEE Member，中国人工智能学会会员， 中国计算机学会会员
IEEE 神经伦理标准工作组成员
Mobile Networks and Applications 客座编辑
Sensors 客座编辑
Frontiers in Human Neuroscience 专刊组织人
CPS-IoT week, CPHS21 workshop, Digital Support Chair
Sensors, Applied Sciences, IJERPH, VLSI, IEEE RA-L, IEEE TCSVT等期刊审稿人
ICRA，ARM等学术会议审稿人
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