Shixiong Chen

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 65

Top Topics

Pattern Recognition

Physiological Signals

Top Venues

Publications

Ijaz Ahmad, Chen Yao, Lin Li, Yan Chen, Zhenzhen Liu, Inam Ullah, Mohammad Shabaz, Xin Wang, Kaiyang Huang, Guanglin Li, Guoru Zhao, Oluwarotimi Williams Samuel, Shixiong Chen
An efficient feature selection and explainable classification method for EEG-based epileptic seizure detection. J. Inf. Secur. Appl. 80 (2024)
Xin Wang, Haoshi Zhang, Jingqian Tan, Yangjie Xu, Poly Z. H. Sun, Junyu Ji, Jiafa Lu, Mingxing Zhu, Michael Chi-Fai Tong, Subhas Chandra Mukhopadhyay, Guanglin Li, Shixiong Chen
High-Quality Auditory Brainstem Response Acquisition in Motion via Adaptive Kalman Filtering. IEEE Trans. Cogn. Dev. Syst. 16 (3) (2024)
Ijaz Ahmad, Mingxing Zhu, Guanglin Li, Danish Javeed, Prabhat Kumar, Shixiong Chen
A Secure and Interpretable AI for Smart Healthcare System: A Case Study on Epilepsy Diagnosis Using EEG Signals. IEEE J. Biomed. Health Informatics 28 (6) (2024)
Kaiyang Huang, Xin Wang, Yuchao He, Junyu Ji, Yangjie Xu, Desheng Jia, Chunrui Zhao, Jinzhu Huang, Yuan Tao, Hongguang Pan, Guanglin Li, Shixiong Chen
Performance Evaluation of Deep Learning Techniques on Classifying Commercial Sensor-based Auditory Brainstem Response. ICST (2023)
Ruiqi Ouyang, Xuanrui Xiong, Mingkai Fu, Jie Wang, Shixiong Chen, Osama Alfarraj
A Scalable Video Multicast Scheme Based on User Demand Perception and D2D Communication. Sensors 23 (17) (2023)
Xin Wang, Haoshi Zhang, Yangiie Xu, Jingqian Tan, Yuchao He, Yuting Qiu, Ziming Huang, Yuan Tao, Mingiiang Wang, Mingxing Zhu, Shixiong Chen, Guanglin Li
The Effects of Adaptive Kalman Filtering on the Morphology of Auditory Brainstem Response in Real Active Behavior: A Pilot Study. CBS (2023)
Xin Wang, Qiong Tian, Mingxing Zhu, Yingying Wang, Boya Wang, Xiaobei Jing, Hiroshi Yokoi, Lin Li, Zhenzhen Liu, Weimin Huang, Shixiong Chen, Zhiyuan Liu, Guanglin Li
Towards Optimizing the Quality of Long-Term Physiological Signals Monitoring by Using Anhydrous Carbon Paste Electrode. IEEE Trans. Biomed. Eng. 70 (2) (2023)
Ruiqi Ouyang, Jie Wang, Hefeng Xu, Shixiong Chen, Xuanrui Xiong, Amr Tolba, Xingguo Zhang
A Microservice and Serverless Architecture for Secure IoT System. Sensors 23 (10) (2023)
Xin Wang, Qiong Tian, Biying Zhang, Yangjie Xu, Junyu Ji, Yuchao He, Jinzhu Huang, Mingxing Zhu, Lin Wang, Shixiong Chen, Zhiyuan Liu, Guanglin Li
Adhesive Carbon Paste Electrode for Convenient and Long-term Electrocardiogram Monitoring: A Pilot Study. EMBC (2023)
Junyu Ji, Xin Wang, Desheng Jia, Chunrui Zhao, Yuchao He, Ijaz Ahmad, Mingxing Zhu, Hongguang Pan, Shixiong Chen, Guanglin Li
Latency Localization of Auditory Brainstem Response by Different Deep Learning Methods. RCAR (2023)
Haoshi Zhang, Mingxing Zhu, Yanbing Jiang, Dan Wang, Xin Wang, Zijian Yang, Weimin Huang, Shixiong Chen, Guanglin Li
A Robust Extraction Approach of Auditory Brainstem Response Using Adaptive Kalman Filtering Method. IEEE Trans. Biomed. Eng. 69 (12) (2022)
Yuchao He, Cheng Wang, Xin Wang, Mingxing Zhu, Shixiong Chen, Guanglin Li
Brain Network Connectivity Analysis of Different ADHD Groups Based on CNN-LSTM Classification Model. ICIRA (2) (2022)
Yazan Ali Jarrah, Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Ejay Nsugbe, Shixiong Chen, Guanglin Li
Performance Evaluation of HD-sEMG Electrode Configurations on Myoelectric Based Pattern Recognition System: High-Level Amputees. MetroInd4.0& IoT (2022)
Yazan Ali Jarrah, Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Xin Wang, Mingxing Zhu, Ejay Nsugbe, Shixiong Chen, Guanglin Li
High-density surface EMG signal quality enhancement via optimized filtering technique for amputees' motion intent characterization towards intuitive prostheses control. Biomed. Signal Process. Control. 74 (2022)
Haiyi Luo, Zhenyu Sun, Xiaobei Jing, Bairui Shu, Shixiong Chen, Xu Yong, Hiroshi Yokoi
Development and evaluation of a hand exoskeleton for finger rehabilitation. ROBIO (2022)
Xin Wang, Jingqian Tan, Boya Wang, Mingxing Zhu, Yao Pi, Xiaochen Wang, Cheng Wang, Chen Wang, Feng Wan, Shixiong Chen, Guanglin Li
Auditory Brainstem Responses evoked by Swept-tone in Unilateral Sensorineural Hearing Loss Patients. RCAR (2021)
Yao Pi, Mingxing Zhu, Zijian Yang, Xin Wang, Cheng Wang, Haoshi Zhang, Mingjiang Wang, Feng Wan, Shixiong Chen, Guanglin Li
The effects of different training modes on the performance of silent speech recognition based on high-density sEMG. RCAR (2021)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Ejay Nsugbe, Yanjuan Geng, Alberto López Delis, Yazan Ali Jarrah, Oluwagbenga Paul Idowu, Shixiong Chen, Peng Fang, Guanglin Li
A Low-rank Spatiotemporal based EEG Multi-Artifacts Cancellation Method for Enhanced ConvNet-DL's Motor Imagery Characterization. EMBC (2021)
Yazan Ali Jarrah, Asogbon Mojisola Grace, Oluwarotimi Williams Samuel, Mingxing Zhu, Xin Wang, Obe Olumide Olayinka, Shixiong Chen, Guanglin Li
A Comparative Analysis on the Impact of Linear and Non-Linear Filtering Techniques on EMG Signal Quality of Transhumeral Amputees. MetroInd4.0&IoT (2021)
Xin Wang, Qiong Tian, Yao Pi, Yangjie Xu, Mingxing Zhu, Xiaochen Wang, Cheng Wang, Chen Wang, Shixiong Chen, Zhiyuan Liu, Guanglin Li
A Pilot Study on Long-term Physiological Signal Monitoring using Anhydrous Viscoplastic Electrodes. EMBC (2021)
Cheng Wang, Xin Wang, Mingxing Zhu, Yao Pi, Xiaochen Wang, Feng Wan, Shixiong Chen, Guanglin Li
Spectrum power and brain functional connectivity of different EEG frequency bands in attention network tests. EMBC (2021)
Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Ejay Nsugbe, Yazan Ali Jarrah, Shixiong Chen, Guanglin Li
HD-sEMG Signal Denoising Method for Improved Classification Performance in Transhumeral Amputees Pros thesis Control. EMBC (2021)
Xiaochen Wang, Mingxing Zhu, Oluwarotimi Williams Samuel, Zijian Yang, Lin Lu, Xingxing Cai, Xin Wang, Shixiong Chen, Guanglin Li
A Pilot Study on the Performance of Time-Domain Features in Speech Recognition based on high-density sEMG. EMBC (2021)
Yun Lu, Mingjiang Wang, Longxin Yao, Hongcai Shen, Wanqing Wu, Qiquan Zhang, Lu Zhang, Moran Chen, Hao Liu, Rongchao Peng, Ming Liu, Shixiong Chen
Auditory attention decoding from electroencephalography based on long short-term memory networks. Biomed. Signal Process. Control. 70 (2021)
Mingxing Zhu, Xiaochen Wang, Xin Wang, Cheng Wang, Zijian Yang, Oluwarotimi Williams Samuel, Shixiong Chen, Guanglin Li
The Effects of Electrode Locations on Silent Speech Recognition using High-Density sEMG. MetroInd4.0&IoT (2020)
Han Cui, Weizheng Zhong, Mingxing Zhu, Naifu Jiang, Xingxian Huang, Kai Lan, Liyu Hu, Shixiong Chen, Zhuoxin Yang, Haibo Yu, Guanglin Li
Facial Electromyography Mapping in Healthy and Bell's Palsy Subjects: A High-Density Surface EMG Study. EMBC (2020)
Yun Lu, Mingjiang Wang, Wanqing Wu, Qiquan Zhang, Yufei Han, Tasleem Kausar, Shixiong Chen, Ming Liu, Bo Wang
Entropy-Based Pattern Learning Based on Singular Spectrum Analysis Components for Assessment of Physiological Signals. Complex. 2020 (2020)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Muhammad Ilhamdi Rusydi, Zacharia B. Mzurikwao, Shixiong Chen, Peng Fang, Guanglin Li
Characterizing Multiple Patterns of Motor Intent Using Spatial-Temporal Information for Intuitively Active Motor Training in Stroke Survivors. EMBC (2020)
Oluwarotimi Williams Samuel, Bin Yang, Yanjuan Geng, Mojisola Grace Asogbon, Sandeep Pirbhulal, Deogratias Mzurikwao, Oluwagbenga Paul Idowu, Tunde Joseph Ogundele, Xiangxin Li, Shixiong Chen, Ganesh R. Naik, Peng Fang, Fanghai Han, Guanglin Li
A new technique for the prediction of heart failure risk driven by hierarchical neighborhood component-based learning and adaptive multi-layer networks. Future Gener. Comput. Syst. 110 (2020)
Ming Li, Shixiong Chen, Zhen Gao, Wanqing Wu, Lingzheng Xu
Physiological explicit of delayed psychological stress response induced by extra neural regulation. Comput. Methods Programs Biomed. 196 (2020)
Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Yanbing Jiang, Lin Wang, Yanjuan Geng, Arun Kumar Sangaiah, Shixiong Chen, Peng Fang, Guanglin Li
Appropriate Feature Set and Window Parameters Selection for Efficient Motion Intent Characterization towards Intelligently Smart EMG-PR System. Symmetry 12 (10) (2020)
Cheng Wang, Mingxing Zhu, Xin Wang, Xiaochen Wang, Haoshi Zhang, Hanjie Deng, Han Cui, Shixiong Chen, Guanglin Li
Time-frequency Analysis of Electroencephalogram Signals in a Cognitive Decision-making Task. EMBC (2020)
Pingao Huang, Hui Wang, Yuan Wang, Zhiyuan Liu, Oluwarotimi Williams Samuel, Mei Yu, Xiangxin Li, Shixiong Chen, Guanglin Li
Identification of Upper-Limb Movements Based on Muscle Shape Change Signals for Human-Robot Interaction. Comput. Math. Methods Medicine 2020 (2020)
Yazan Ali Jarrah, Asogbon Mojisola Grace, Oluwarotimi Williams Samuel, Mingxing Zhu, Xin Wang, Alberto López Delis, Weimin Huang, Shixiong Chen, Guanglin Li
Enhancement of Upper Limb Movement Classification based on Wiener Filtering Technique. HealthCom (2020)
Xin Wang, Mingxing Zhu, Xiaochen Wang, Shuting Liu, Oluwarotimi Williams Samuel, Wanzhang Yang, Shixiong Chen, Guanglin Li
A Pilot Study on Auditory Brainstem Response Evoked with Randomized Stimulation Rate. MetroInd4.0&IoT (2020)
Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Yanjuan Geng, Olugbenga Oluwagbemi, Ning Ji, Shixiong Chen, Naik Ganesh, Pang Feng, Guanglin Li
Towards resolving the co-existing impacts of multiple dynamic factors on the performance of EMG-pattern recognition based prostheses. Comput. Methods Programs Biomed. 184 (2020)
Xiaochen Wang, Mingxing Zhu, Han Cui, Zijian Yang, Xin Wang, Haoshi Zhang, Cheng Wang, Hanjie Deng, Shixiong Chen, Guanglin Li
The Effects of Channel Number on Classification Performance for sEMG-based Speech Recognition. EMBC (2020)
Mingxing Zhu, Zijian Yang, Jiashuo Zhuang, Xiaochen Wang, Lin Lu, Haoshi Zhang, Jianping Huang, Hanjie Deng, Peng Shang, Guoru Zhao, Wanzhang Yang, Shixiong Chen, Guanglin Li
Comparison of English and Chinese Speech Recognition Using High-Density Electromyography. ICST (2019)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Ali H. Al-Timemy, Sandeep Pirbhulal, Ning Ji, Shixiong Chen, Peng Fang, Guanglin Li
Intelligent EMG Pattern Recognition Control Method for Upper-Limb Multifunctional Prostheses: Advances, Current Challenges, and Future Prospects. IEEE Access 7 (2019)
Shurui Sun, Shengping Liu, Pingao Huang, Yanbing Jiang, Yuan Wang, Menglong Fu, Simin Yuan, Jinwei Xue, Hanjie Deng, Zhiyuan Liu, Shixiong Chen, Guanglin Li
Gesture Recognition Based on Nano-gold Flexible Sensor using Different Training Modes. CBS (2019)
Jiashuo Zhuang, Mingxing Zhu, Xiaochen Wang, Dan Wang, Zijian Yang, Xin Wang, Lin Qi, Shixiong Chen, Guanglin Li
Comparison of Contributions between Facial and Neck Muscles for Speech Recognition Using High-Density surface Electromyography. CIVEMSA (2019)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Xiangxin Li, Sandeep Pirbhulal, Shixiong Chen, Naik Ganesh, Pang Feng, Guanglin Li
Spatio-Temporal Based Descriptor for Limb Movement-Intent Characterization in EMG-Pattern Recognition System. EMBC (2019)
Yanbing Jiang, Dan Wang, Zhenzhen Liu, Jingqian Tan, Oluwarotimi Williams Samuel, Hanjie Deng, Xin Wang, Mingxing Zhu, Xiaochen Wang, Shurui Sun, Peng Li, Shixiong Chen, Guanglin Li
Comparing Auditory Brainstem Responses evoked by Click and Sweep-Tone in Normal-Hearing Adults. EMBC (2019)
Xin Wang, Wanqing Wu, Shixiong Chen, Guanglin Li, Shuting Liu, Mingxing Zhu, Xiaochen Wang, Zhenzhen Liu, Yanbing Jiang, Dan Wang, Peng Li, Oluwarotimi Williams Samuel
Performance of Flexible Non-contact Electrodes in Bioelectrical Signal Measurements. RCAR (2019)
Dan Wang, Zhen Gao, Guanglin Li, Jingqian Tan, Yanbing Jiang, Mingxing Zhu, Zhenzhen Liu, Xin Wang, Xiaochen Wang, Peng Li, Shixiong Chen
Using Kalman Filter to Process Auditory Brainstem Responses in Subjects with Normal Hearing. RCAR (2019)
Mingxing Zhu, Zhen Huang, Xiaochen Wang, Jiashuo Zhuang, Haoshi Zhang, Xin Wang, Zijian Yang, Lin Lu, Peng Shang, Guoru Zhao, Shixiong Chen, Guanglin Li
Contraction Patterns of Facial and Neck Muscles in Speaking Tasks Using High-Density Electromyography. ICST (2019)
Yanjuan Geng, Tianbao Sun, Oluwarotimi Williams Samuel, Shixiong Chen, Xuyan Xing, Xin Guo, Guanglin Li
Improving the Robustness of Myoelectric Control System Using Linear Regression Classifier. CBS (2018)
Menglong Fu, Jinwei Xue, Pingao Huang, Zhenxin Chen, Wenhao Wei, Guanglin Li, Shixiong Chen
Research on Recognition of Forearm sEMG Signal Based on Different Motion Modes. CBS (2018)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Sandeep Pirbhulal, Deogratias Mzurikwao, Shixiong Chen, Peng Fang, Guanglin Li
Determining the Optimal Window Parameters for Accurate and Reliable Decoding of Multiple Classes of Upper Limb Motor Imagery Tasks. CBS (2018)
Shuting Liu, Xueyu Liu, Yanbing Jiang, Xin Wang, Pingao Huang, Hui Wang, Mingxing Zhu, Jingqian Tan, Peng Li, Chuang Lin, Guanghe Zhang, Shixiong Chen, Guanglin Li
Flexible Non-contact Electrodes for Bioelectrical Signal Monitoring. EMBC (2018)
Mingxing Zhu, Oluwarotimi Williams Samuel, Zijian Yang, Wan-Hua Lin, Zhen Huang, Peng Fang, Jingqian Tan, Peng Li, Michael Chifai Tong, Karman Kaying Leung, Shixiong Chen, Guanglin Li
Using Muscle Synergy to Evaluate the Neck Muscular Activities during Normal Swallowing. EMBC (2018)
Yanjuan Geng, Yatao Ouyang, Oluwarotimi Williams Samuel, Shixiong Chen, Xiaoqiang Lu, Chuang Lin, Guanglin Li
A Robust Sparse Representation Based Pattern Recognition Approach for Myoelectric Control. IEEE Access 6 (2018)
Fei Chen, Shixiong Chen
Compensating the Effect of Signal-processing Delay on Objective Intelligibility Prediction. DSL (2018)
Yuanlong Cao, Guanghe Zhang, Fanghua Liu, Ilsun You, Guanglou Zheng, Oluwarotimi Williams Samuel, Shixiong Chen
Muscle Activity-Driven Green-Oriented Random Number Generation Mechanism to Secure WBSN Wearable Device Communications. Wirel. Commun. Mob. Comput. 2018 (2018)
Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Yanjuan Geng, Shixiong Chen, Deogratias Mzurikwao, Peng Fang, Guanglin Li
Effect of Window Conditioning Parameters on the Classification Performance and Stability of EMG-Based Feature Extraction Methods. CBS (2018)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Shixiong Chen, Pang Feng, Chuang Lin, Lin Wang, Guanglin Li
A Novel Time-Domain Descriptor for Improved Prediction of Upper Limb Movement Intent in EMG-PR System. EMBC (2018)
Pingao Huang, Zhenxin Chen, Menglong Fu, Hui Wang, Oluwarotimi Williams Samuel, Zhiyuan Liu, Yongmei Hu, Peng Fang, Shixiong Chen, Xiaodong Chen, Guanglin Li
A Novel Flexible Sensor for Muscle Shape Change Monitoring in Limb Motion Recognition. EMBC (2018)
Mingxing Zhu, Lin Lu, Zijian Yang, Xin Wang, Zhenzhen Liu, Wenhao Wei, Fei Chen, Peng Li, Shixiong Chen, Guanglin Li
Contraction Patterns of Neck Muscles during Phonating by High-Density Surface Electromyography. CBS (2018)
Yanbing Jiang, Ning Ji, Hui Wang, Xueyu Liu, Yanjuan Geng, Peng Li, Shixiong Chen, Guanglin Li
Comparison of different shielding methods in acquisition of physiological signals. EMBC (2017)
Oluwarotimi Williams Samuel, Xiangxin Li, Yanjuan Geng, Pang Feng, Shixiong Chen, Guanglin Li
Motor imagery classification of upper limb movements based on spectral domain features of EEG patterns. EMBC (2017)
Mingxing Zhu, Faya Liang, Oluwarotimi Williams Samuel, Shixiong Chen, Wanzhang Yang, Lin Lu, Haiqing Zou, Peng Li, Guanglin Li
A pilot study on the evaluation of normal phonating function based on high-density sEMG topographic maps. EMBC (2017)
Hui Wang, Lei Wang, Yun Xiang, Ning Zhao, Xiangxin Li, Shixiong Chen, Chuang Lin, Guanglin Li
Assessment of elbow spasticity with surface electromyography and mechanomyography based on support vector machine. EMBC (2017)
Guanghe Zhang, Oluwarotimi Williams Samuel, Fanghua Liu, Shixiong Chen, Hui Zhou, Haoshi Zhang, Guanglin Li
Electromyogram-based method to secure wireless body sensor networks for rehabilitation systems. EMBC (2017)
Hui Zhou, Ning Ji, Oluwarotimi Williams Samuel, Yafei Cao, Zhe-Yi Zhao, Shixiong Chen, Guanglin Li
Towards Real-Time Detection of Gait Events on Different Terrains Using Time-Frequency Analysis and Peak Heuristics Algorithm. Sensors 16 (10) (2016)
Xiangxin Li, Rui Xu, Oluwarotimi Williams Samuel, Lan Tian, Haiqing Zou, Xiufeng Zhang, Shixiong Chen, Peng Fang, Guanglin Li
A new approach to mitigate the effect of force variation on pattern recognition for myoelectric control. EMBC (2016)
Shixiong Chen, Yanbing Jin, Lisheng Xu, Guanglin Li
Effects of contralateral acoustic stimulation on otoacoustic emissions induced by swept tones. EMBC (2015)
Xiangxin Li, Shixiong Chen, Haoshi Zhang, Xiufeng Zhang, Guanglin Li
Effects of non-training movements on the performance of motion classification in electromyography pattern recognition. EMBC (2014)
Jun Deng, Shixiong Chen, Xiaoping Zeng, Guanglin Li
Using a Dynamic Tracking Filter to Extract Distortion-Product Otoacoustic Emissions Evoked With Swept-Tone Signals. IEEE J. Biomed. Health Informatics 18 (4) (2014)
Xiaojuan Shen, Shixiong Chen, Guanglin Li
Role for gene sequence, codon bias and mRNA folding energy in modulating structural symmetry of proteins. EMBC (2013)
Shixiong Chen, Jun Deng, Lin Bian, Guanglin Li
A new method to estimate sound energy entering the middle ear. EMBC (2013)