Chen Chen

30 papers A* 1B 1Journal 16Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Online robust decomposition of surface electromyography signals via peel-off deep learning.
Biomed. Signal Process. Control.
Zeyu Zhou, Yang Yu, Chen Chen, Yang Xu, Xinjun Sheng
2025 A* conf
An Adversarial Learning Framework for Reliable Myoelectric Force Estimation Under Fatigue.
ICRA
Huiming Pan, Dongxuan Li, Chen Chen, Shuo Jiang, Peter B. Shull
2025 — conf
Comparison of Propagation and Activation Characteristics of Motor Units Decomposed from Wrist and Forearm Surface Electromyography Signals.
ICIRA (1)
Lingyan Tian, Chen Chen
2025 J jnl
Evaluation of motor unit tracking across hand movements by combining high-density surface electromyography with ultrafast ultrasound.
Comput. Biol. Medicine
Zongtian Yin, Chen Chen, Jianjun Meng, Xiangyang Zhu
2025 J jnl
Integrating Motor Unit Activity With Deep Learning for Real-Time, Simultaneous and Proportional Wrist Angle and Grasp Force Estimation.
IEEE Trans. Biomed. Eng.
Dongxuan Li, Chen Chen, Kezhe Zhu, Ruye Guo, Peter B. Shull
2025 J jnl
Simultaneous and Proportional Real-Time Control of Three-DoF Movements Based on Motor Unit Discharges.
IEEE J. Biomed. Health Informatics
Ruye Guo, Chen Chen, Xiangyang Zhu
2025 J jnl
Simultaneous and proportional control of wrist and finger force via motor unit activity.
Biomed. Signal Process. Control.
Miaojuan Xia, Chen Chen, Dongxuan Li, Xinjun Sheng, Han Ding
2024 — conf
Tracking Motor Unit Discharges Across Days Based on the Pre-Trained Separation Vectors.
BioRob
Chen Chen, Xiangyang Zhu
2023 J jnl
A peel-off convolution kernel compensation method for surface electromyography decomposition.
Biomed. Signal Process. Control.
Chen Chen, Shihan Ma, Xinjun Sheng, Xiangyang Zhu
2023 J jnl
Cumulative Spike Train Estimation for Muscle Excitation Assessment From Surface EMG Using Spatial Spike Detection.
IEEE J. Biomed. Health Informatics
Yang Xu, Yang Yu, Zeming Zhao, Chen Chen, Xinjun Sheng
2023 J jnl
Extracting Individual Muscle Drive and Activity From High-Density Surface Electromyography Signals Based on the Center of Gravity of Motor Unit.
IEEE Trans. Biomed. Eng.
Miaojuan Xia, Chen Chen, Yang Xu, Yang Li, Xinjun Sheng, Han Ding
2023 J jnl
Real-Time Hand Gesture Recognition by Decoding Motor Unit Discharges Across Multiple Motor Tasks From Surface Electromyography.
IEEE Trans. Biomed. Eng.
Chen Chen, Yang Yu, Xinjun Sheng, Jianjun Meng, Xiangyang Zhu
2022 J jnl
Analytical Modelling of Surface EMG Signals Generated by Curvilinear Fibers With Approximate Conductivity Tensor.
IEEE Trans. Biomed. Eng.
Shihan Ma, Chen Chen, Jiamin Zhao, Dong Han, Xinjun Sheng, Dario Farina, Xiangyang Zhu
2022 J jnl
Non-Invasive Analysis of Motor Unit Activation During Simultaneous and Continuous Wrist Movements.
IEEE J. Biomed. Health Informatics
Chen Chen, Yang Yu, Xinjun Sheng, Xiangyang Zhu
2022 J jnl
Surface Electromyography Image-Driven Torque Estimation of Multi-DoF Wrist Movements.
IEEE Trans. Ind. Electron.
Yang Yu, Chen Chen, Jiamin Zhao, Xinjun Sheng, Xiangyang Zhu
2021 — conf
Electrodes Adaptive Model in Estimating the Depth of Motor Unit: A Motor Unit Action Potential Based Approach.
EMBC
Miaojuan Xia, Shihan Ma, Chen Chen, Xinjun Sheng, Xiangyang Zhu
2021 — conf
Estimation of Positions and Orientations of Activated Muscle Fibers with Electrode Array.
BioCAS
Mian Wang, Shihan Ma, Zihang Geng, Chen Chen, Xinjun Sheng, Xiangyang Zhu
2021 — conf
On Detecting the Invariant Neural Drive to Muscles during Repeated Hand Motions: A Preliminary Study.
M2VIP
Miaojuan Xia, Chen Chen, Xinjun Sheng, Xiangyang Zhu
2021 J jnl
Wrist Torque Estimation via Electromyographic Motor Unit Decomposition and Image Reconstruction.
IEEE J. Biomed. Health Informatics
Yang Yu, Chen Chen, Xinjun Sheng, Xiangyang Zhu
2020 B conf
A Motor Unit-specific Images Based Scheme for Continuous Estimation of Wrist Torques - A Pilot Study.
SMC
Yang Yu, Chen Chen, Xinjun Sheng, Xiangyang Zhu
2020 J jnl
Adaptive Real-Time Identification of Motor Unit Discharges From Non-Stationary High-Density Surface Electromyographic Signals.
IEEE Trans. Biomed. Eng.
Chen Chen, Shihan Ma, Xinjun Sheng, Dario Farina, Xiangyang Zhu
2020 — conf
Analysis of motor unit activities during multiple motor tasks by real-time EMG decomposition: perspective for myoelectric control.
EMBC
Chen Chen, Yang Yu, Xinjun Sheng, Xiangyang Zhu
2020 J jnl
Hand gesture recognition based on motor unit spike trains decoded from high-density electromyography.
Biomed. Signal Process. Control.
Chen Chen, Yang Yu, Shihan Ma, Xinjun Sheng, Chuang Lin, Dario Farina, Xiangyang Zhu
2020 J jnl
Multi-DoF continuous estimation for wrist torques using stacked autoencoder.
Biomed. Signal Process. Control.
Yang Yu, Chen Chen, Xinjun Sheng, Xiangyang Zhu
2020 — conf
Subject-Specific EMG Modeling with Multiple Muscles: A Preliminary Study.
EMBC
Shihan Ma, Chen Chen, Dong Han, Xinjun Sheng, Dario Farina, Xiangyang Zhu
2019 — conf
Continuous Estimation of Grasp Kinematics with Real-Time Surface EMG Decomposition.
ICIRA (5)
Chen Chen, Shihan Ma, Xinjun Sheng, Xiangyang Zhu
2019 — conf
Continuous estimation of wrist torques with stack-autoencoder based deep neural network: A preliminary study.
NER
Yang Yu, Chen Chen, Xinjun Sheng, Xiangyang Zhu
2019 — conf
Estimating the single-DoF kinematics of wrist from motor unit behaviors.
NER
Chen Chen, Yang Yu, Guohong Chai, Xinjun Sheng, Xiangyang Zhu
2019 — conf
Estimation of Motor Unit Global Firing Rate by Maximum Power Amplitude.
EMBC
Shihan Ma, Chen Chen, Bo Lv, Xinjun Sheng, Xiangyang Zhu
2017 — conf
Arm movements effect on grasping force prediction using surface electromyography signals.
ROBIO
Chen Chen, Tao Xie, Lin Yao, Xinjun Sheng, Xiangyang Zhu