夏春明｜上海工程技术大学｜学者主页

2026

Wavelet-Based MLP for Efficient Sensor Signal Measurement and Forecasting

Zheng Zhou, Yu-Jie Xiong, Chunming Xia

IEEE Transactions on Instrumentation and Measurement

DOI

2026

Wavelet mixture of experts for time series forecasting

Zheng Zhou, Yu-Jie Xiong, Jia-Chen Zhang, Chunming Xia

Expert systems with applications

DOI

2025

MMG-Based Motion Segmentation and Recognition of Upper Limb Rehabilitation Using the YOLOv5s-SE

Gangsheng Cao, Shen Jia, Qing Hui Wu, Chunming Xia

Sensors

DOI

2025

Online Incremental Learning Based on Mechanomyography for Upper-Limb Action Pattern Recognition in Long-Term Rehabilitation Processes

Gangsheng Cao, Chunming Xia, Yukun Chang

2025 IEEE 3rd International Conference on Sensors, Electronics and Computer Engineering (ICSECE)

DOI

2024

基于频繁模式挖掘算法的中医问诊策略研究

李瑞珍，夏春明，王忆勤，许朝霞，熊玉洁

《世界科学技术-中医药现代化》

2024

基于PSO-LSTM模型的上肢动作识别方法

常钰坤，曹港生，马振九，康高峰，夏春明

《华东理工大学学报(自然科学版)》

2024

基于Transformer特征通道融合的舌像分割

薛玮珠，张博，姚瑶，熊玉洁，夏春明

《武汉大学学报(理学版)》

2024

Pattern recognition of hand movements based on multi-channel mechanomyography in the condition of one-time collection and sensor doffing and donning

Yue Zhang, Chunming Xia, Gangsheng Cao, Tongtong Zhao, Yin‐Ping Zhao, Yin‐Ping Zhao

Biomedical Signal Processing and Control

DOI

2024

Kalman-SSM: Modeling Long-Term Time Series With Kalman Filter Structured State Spaces

Zheng Zhou, Xu Guo, Yu-Jie Xiong, Chunming Xia

IEEE Signal Processing Letters

DOI

2024

A CNN-LSTM neural network model for upper limb joint angle estimation based on mechanomyograph

Zhenjiu Ma, Gangsheng Cao, Gaofeng Kang, Yukun Chang, Chunming Xia

2024 IEEE 4th International Conference on Electronic Technology, Communication and Information (ICETCI)

DOI

2024

A two-stage approach for mobile-acquired tongue image with YOLOv5 and LA-UNet

Gaofeng Kang, Yiming Hao, Yi-Qin Wang, Gangsheng Cao, Zhenjiu Ma, Chunming Xia

2024 IEEE 4th International Conference on Electronic Technology, Communication and Information (ICETCI)

DOI

2024

An end-to-end hand action recognition framework based on cross-time mechanomyography signals

Yue Zhang, Tengfei Li, Xing-Guo Zhang, Chunming Xia, Jie Zhou, Mao-Xun Sun

Complex & Intelligent Systems

DOI

2024

Mechanomyography-based Pattern Recognition of Upper Limb Movements and Design of Rehabilitation Exoskeleton

Gangsheng Cao, Juntian Zhang, Zhenjiu Ma, Gaofeng Kang, Yukun Chang, Chunming Xia

2024 IEEE 4th International Conference on Electronic Technology, Communication and Information (ICETCI)

DOI

2023

基于非线性干扰观测器的模糊自适应滑模控制

马振九，夏春明，赵彤彤，章悦，曹港生，康高峰

《自动化仪表》

2023

基于干扰观测器的机械臂分数阶非奇异终端滑模控制

马振九，章悦，赵彤彤，曹港生，康高峰，夏春明

《组合机床与自动化加工技术》

2023

Mechanomyography signals pattern recognition in hand movements using swarm intelligence algorithm optimized support vector machine based on acceleration sensors

Yue Zhang, Gangsheng Cao, Maoxun Sun, Baigan Zhao, Qing Hui Wu, Chunming Xia

Medical Engineering & Physics

DOI

2023

A HYBRID RECOGNITION METHOD VIA KELM WITH CPSO FOR MMG-BASED UPPER-LIMB MOVEMENTS CLASSIFICATION

Gangsheng Cao, Yue Zhang, Hanyang Zhang, Tongtong Zhao, Chunming Xia

Journal of Mechanics in Medicine and Biology

DOI

2023

ViT-LLMR: Vision Transformer-based lower limb motion recognition from fusion signals of MMG and IMU

Hanyang Zhang, Ke Yang, Gangsheng Cao, Chunming Xia

Biomedical Signal Processing and Control

DOI

2023

Lower Limb Rehabilitation System Based on Wearable Device and Virtual Reality

Hanyang Zhang, Gangsheng Cao, Chunming Xia

ICBBT

DOI

2022

康复工程领域中肌音信号的研究进展

章悦，夏春明，曹港生，吴清，章含阳，赵彤彤

《中国康复医学杂志》

2022

基于超声的脉诊技术研究进展

浦秀丽，刘翔，夏春明，宋家琳，汤显

《中国中医药信息杂志》

2022

肌音信号的采样率与截止频率对识别率影响研究

姚佳旭，夏春明，章含阳，章悦，王新平

《现代电子技术》

2022

一种新型7自由度上肢康复外骨骼机器人的结构设计和运动学仿真

赵彤彤，章悦，曹港生，夏春明

《机械传动》

2022

Incremental learning of upper limb action pattern recognition based on mechanomyography

Tongtong Zhao, Gangsheng Cao, Yue Zhang, Hanyang Zhang, Chunming Xia

Biomedical Signal Processing and Control

DOI

2022

Research on the Prediction of Elbow Joint Angle Based on Mechanomyography

Jiaxu Yao, Chunming Xia, Hanyang Zhang, Chengjie Zhu

IEEE Joint International Information Technology and Artificial Intelligence Conference (ITAIC)

DOI

2022

Design on a wireless mechanomyography acquisition equipment and feature selection for lower limb motion recognition

Hanyang Zhang, Xinping Wang, Yue Zhang, Gangsheng Cao, Chunming Xia

Biomedical Signal Processing and Control

DOI

2022

Simulation System of Upper-limb Rehabilitation Training Exoskeleton Controlled by Mechanomyography Signals

Yue Zhang, Tongtong Zhao, Hanyang Zhang, Gangsheng Cao, Chunming Xia

IEEE Information Technology and Mechatronics Engineering Conference (ITOEC)

DOI

2021

基于肌音信号图像化和卷积神经网络的手语识别研究

王新平，夏春明，颜建军

《计算机科学》

2021

肌音信号模式识别在嵌入式实时手语翻译系统中的应用

王新平，夏春明，章含阳

《数据采集与处理》

DOI

2021

基于协同过滤算法的中医智能问诊系统研究

迪盼祺，夏春明，王忆勤，高慧，许朝霞

《世界科学技术-中医药现代化》

2021

经颅磁刺激下肌音与肌电特征对比及其系统辨识研究

章含阳，钟燕彪，章悦，夏春明，单春雷

《航天医学与医学工程》

DOI

2020

特征与分类算法在基于肌音信号的头部运动分类中的对比研究

章悦，夏春明，谢佳智，刘爽

《数据采集与处理》

DOI

2020

基于随机森林的脉象信号特征降维与分类研究

张诗雨，杨珂，夏春明，金陈玲，王忆勤，燕海霞

《世界科学技术-中医药现代化》

2020

A PILOT STUDY OF MECHANOMYOGRAPHY-BASED HAND MOVEMENTS RECOGNITION EMPHASIZING ON THE INFLUENCE OF FABRICS BETWEEN SENSOR AND SKIN

Yue Zhang, Gangsheng Cao, Tongtong Zhao, Hanyang Zhang, JUNTIAN ZHANG, Chunming Xia

Journal of Mechanics in Medicine and Biology

DOI

2020

Estimation of triceps muscle strength based on Mechanomyography

Jiazhi Xie, Yue Zhang, Ke Yang, Chunming Xia

Journal of Physics Conference Series

DOI

2019

基于肌音信号分形维数的上斜方肌静态疲劳研究

蒋文都，夏春明，章悦，封万俊

《航天医学与医学工程》

DOI

2019

面向手语识别的肌音信号无线采集系统设计

封万俊，夏春明，章悦，蒋文都，刘爽，余静

《现代电子技术》

DOI

2019

肌音信号典型时域、频域特征与肌力关系研究

谢佳智，夏春明，章悦，杨珂，余静

《中国运动医学杂志》

2018

基于肌音信号的握力运动时桡侧腕屈肌动态疲劳分析

钟豪，吴清，夏春明，章悦，顾晓琳，张胜利

《华东理工大学学报(自然科学版)》

2017

基于肌音信号短时傅里叶变换的桡侧腕屈肌疲劳程度研究

章悦，夏春明，钟豪，顾晓琳

《华东理工大学学报(自然科学版)》

2017

基于肌音信号的头部动作模式识别

顾晓琳，吴清，夏春明，章悦，钟豪

《华东理工大学学报(自然科学版)》

2017

基于Otsu阈值法与形态学自适应修正的舌像分割方法

姜朔，胡洁，夏春明，戚进，彭颖红

《高技术通讯》

2016

肌音信号在康复工程中应用的研究进展

吴清，夏春明，郑建荣

《中国康复医学杂志》

2016

Classifying Syndromes in Chinese Medicine Using Multi-label Learning Algorithm with Relevant Features for Each Label

徐璡，许朝霞，陆萍，郭睿，燕海霞，许文杰，王忆勤，夏春明

Chinese Journal of Integrative Medicine

2016

基于Gabor小波变换的舌苔腐腻识别

瞿婷婷，夏春明，王忆勤，朱穆朗玛

《计算机应用与软件》

2016

LMD端点延拓方法在脉象信号处理中的应用研究

卫佳骏，夏春明，周侃恒，刘攀，王忆勤，燕海霞

《计算机应用与软件》

2016

基于EEMD的脉搏信号改进阈值去噪研究

刘攀，夏春明，燕海霞，王忆勤，郝一鸣，徐琎，许文杰

《计算机应用与软件》

2015

基于肌音信号分析的踝关节动作模式识别

蒋志伟，夏春明

《华东理工大学学报(自然科学版)》

2014

基于道格拉斯-普克法提取55例齿痕舌图像特征研究

朱穆朗玛，陆萍，夏春明，王忆勤

《中华中医药学刊》

2011

基于肌音信号的四种手部动作模式的识别方法

曹炜，夏春明，曾勇，曹恒

《华东理工大学学报(自然科学版)》

2010

基于肌音信号的虚拟假肢控制

夏春明，杨正宜，曹炜，曹恒

《华东理工大学学报(自然科学版)》

精选作品

期刊论文

Wavelet-Based MLP for Efficient Sensor Signal Measurement and Forecasting

Wavelet mixture of experts for time series forecasting

MMG-Based Motion Segmentation and Recognition of Upper Limb Rehabilitation Using the YOLOv5s-SE

Online Incremental Learning Based on Mechanomyography for Upper-Limb Action Pattern Recognition in Long-Term Rehabilitation Processes

基于频繁模式挖掘算法的中医问诊策略研究

基于PSO-LSTM模型的上肢动作识别方法

基于Transformer特征通道融合的舌像分割

Pattern recognition of hand movements based on multi-channel mechanomyography in the condition of one-time collection and sensor doffing and donning

Kalman-SSM: Modeling Long-Term Time Series With Kalman Filter Structured State Spaces

A CNN-LSTM neural network model for upper limb joint angle estimation based on mechanomyograph

A two-stage approach for mobile-acquired tongue image with YOLOv5 and LA-UNet

An end-to-end hand action recognition framework based on cross-time mechanomyography signals

Mechanomyography-based Pattern Recognition of Upper Limb Movements and Design of Rehabilitation Exoskeleton

基于非线性干扰观测器的模糊自适应滑模控制

基于干扰观测器的机械臂分数阶非奇异终端滑模控制

Mechanomyography signals pattern recognition in hand movements using swarm intelligence algorithm optimized support vector machine based on acceleration sensors

A HYBRID RECOGNITION METHOD VIA KELM WITH CPSO FOR MMG-BASED UPPER-LIMB MOVEMENTS CLASSIFICATION

ViT-LLMR: Vision Transformer-based lower limb motion recognition from fusion signals of MMG and IMU

Lower Limb Rehabilitation System Based on Wearable Device and Virtual Reality

康复工程领域中肌音信号的研究进展

基于超声的脉诊技术研究进展

肌音信号的采样率与截止频率对识别率影响研究

一种新型7自由度上肢康复外骨骼机器人的结构设计和运动学仿真

Incremental learning of upper limb action pattern recognition based on mechanomyography

Research on the Prediction of Elbow Joint Angle Based on Mechanomyography

Design on a wireless mechanomyography acquisition equipment and feature selection for lower limb motion recognition

Simulation System of Upper-limb Rehabilitation Training Exoskeleton Controlled by Mechanomyography Signals

基于肌音信号图像化和卷积神经网络的手语识别研究

肌音信号模式识别在嵌入式实时手语翻译系统中的应用

基于协同过滤算法的中医智能问诊系统研究

经颅磁刺激下肌音与肌电特征对比及其系统辨识研究

特征与分类算法在基于肌音信号的头部运动分类中的对比研究

基于随机森林的脉象信号特征降维与分类研究

A PILOT STUDY OF MECHANOMYOGRAPHY-BASED HAND MOVEMENTS RECOGNITION EMPHASIZING ON THE INFLUENCE OF FABRICS BETWEEN SENSOR AND SKIN

Estimation of triceps muscle strength based on Mechanomyography

基于肌音信号分形维数的上斜方肌静态疲劳研究

面向手语识别的肌音信号无线采集系统设计

肌音信号典型时域、频域特征与肌力关系研究

基于肌音信号的握力运动时桡侧腕屈肌动态疲劳分析

基于肌音信号短时傅里叶变换的桡侧腕屈肌疲劳程度研究

基于肌音信号的头部动作模式识别

基于Otsu阈值法与形态学自适应修正的舌像分割方法

肌音信号在康复工程中应用的研究进展

Classifying Syndromes in Chinese Medicine Using Multi-label Learning Algorithm with Relevant Features for Each Label

基于Gabor小波变换的舌苔腐腻识别

LMD端点延拓方法在脉象信号处理中的应用研究

基于EEMD的脉搏信号改进阈值去噪研究

基于肌音信号分析的踝关节动作模式识别

基于道格拉斯-普克法提取55例齿痕舌图像特征研究

基于肌音信号的四种手部动作模式的识别方法

基于肌音信号的虚拟假肢控制

研究方向