生物医学信号处理与分析、模式识别与机器学习、神经-机器接口与人机智能交互、假肢仿生结构设计、基于虚拟现实技术的运动康复与分析等。

招聘生物医学工程、自动化控制、电子科学与技术、计算机、机械工程、模式识别与智能系统、信号处理等专业的研究生。要求熟悉生物医学信号处理、模式识别、电路设计及系统控制，对运动意图识别、智能假肢控制、虚拟现实增强等研究感兴趣。

083100-生物医学工程

生物医学信号处理、模式识别、人机智能交互，神经康复技术

2013-09--2017-07   中国科学院大学   博士研究生
2010-09--2013-01   天津大学   硕士研究生
2006-09--2010-06   郑州大学   本科/工学学士

2013.9-2017.6， 中国科学院大学，深圳先进技术研究院，博士研究生，导师：李光林

2010.9-2013.1，天津大学，精密仪器与光电子工程学院生物医学工程系，硕士研究生

2006.9-2010.6，郑州大学，电气工程学院生物医学工程系，本科

2013.9-2017.6， 中国科学院大学，深圳先进技术研究院，博士

2010.9-2013.1，天津大学，精密仪器与光电子工程学院生物医学工程系，硕士

2006.9-2010.6，郑州大学，电气工程学院生物医学工程系，学士

2020.01-至今，中国科学院深圳先进技术研究院，副研究员

2019.9-2019.12，中国科学院深圳先进技术研究院，助理研究员

2017.7-2019.8，中国科学院深圳先进技术研究院，博士后，合作导师：李光林

2020-01~现在, 中国科学院深圳先进技术研究院, 副研究员
2019-09~2020-01,中国科学院深圳先进技术研究院, 助理研究员
2017-07~2019-09,中国科学院深圳先进技术研究院, 博士后

生物医学信号处理

   

（1） 国防科技委神经义肢大赛整体系统组二等奖, 二等奖, 部委级, 2018

[1] 李向新, 刘岩, 谭迎宵, 郑悦, 田岚, 周小猛, 李光林. 一种基于多模信号的上肢假肢控制方法及其系统. CN202211485274.5, 2022-11-24.
[2] 郑悦, 李向新, 刘岩, 谭迎宵, 张浩诗, 田岚, 林宛华, 蒋续钢, 李光林. 前臂假肢控制方法、装置、设备和介质. CN202211485274.5, 2022-11-07.
[3] 李向新, 谭迎宵, 郑悦, 邓新平, 李光林. 一种手指力位采集装置和采集方法. CN202210533656.4, 2022-05-17.
[4] 郑悦, 李向新, 田岚, 景晓蓓, 方鹏, 李光林. 一种仿人手指指节、仿人手指及手掌结构. CN: CN111110408B, 2022-03-18.
[5] 周小猛, 李光林, 杨子健, 邓新平, 李向新, 田岚, 张浩诗. 肌电采集参考电极的动态切换装置以及动态切换方法. CN: CN113876336A, 2022-01-04.
[6] 周小猛, 李光林, 邓新平, 杨子健, 李向新, 田岚, 张浩诗. 一种扩频调制的电极接触阻抗在线测量装置和方法. CN: CN113827247A, 2021-12-24.
[7] 郑悦, 李向新, 田岚, 杨子健, 方鹏, 李光林. 一种反馈关节. CN: CN113367862A, 2021-09-10.
[8] 刘志远, 李光林, 李青松, 于玫, 赵阳, 李向新. 一种直接在皮肤上纺丝制备纤维膜干电极的方法. CN: CN113100773A, 2021-07-13.
[9] 刘志远, 李光林, 谢瑞杰, 赵阳, 于玫, 李向新. 一种超薄多孔可拉伸薄膜电极的制备方法. CN: CN113061285A, 2021-07-02.
[10] 李向新, 杨子健, 田岚, 郑悦, 方鹏, 李光林. 一种基于振动的假肢手力位信息反馈系统及方法. CN202110667861.5, 2021-06-16.
[11] 郑悦, 李向新, 田岚, 杨子健, 方鹏, 李光林. 一种反馈腕关节. CN202110631827.2, 2021-06-07.
[12] 郑悦, 李向新, 田岚, 方鹏, 李光林. 一种仿人假肢手. CN 202121208578.8, 2021-06-02.
[13] 王迎英, 方鹏, 田岚, 李向新, 李光林. 腕带式生物信号采集设备. CN: CN211560089U, 2020-09-25.
[14] 方鹏, 王迎英, 李向新, 田岚, 李光林. 头带式生物信号采集装置. CN: CN211511793U, 2020-09-18.
[15] 方鹏, 彭雨辉, 李向新, 田岚, 李光林. 温度传感器和温度传感系统. CN: CN211373861U, 2020-08-28.
[16] 方鹏, 王迎英, 李向新, 田岚, 李光林. 头带式生物信号采集装置及其制备方法. CN: CN110811611A, 2020-02-21.
[17] 王迎英, 方鹏, 田岚, 李向新, 李光林. 腕带式生物信号采集设备及其制作方法. CN: CN110811598A, 2020-02-21.
[18] 郑悦, 李向新, 田岚, 景晓蓓, 方鹏, 李光林. 一种假肢手. CN: CN210077960U, 2020-02-18.
[19] 方鹏, 曹江浪, 田岚, 李向新, 郑悦, 李光林. 一种锁具和锁具的控制方法. CN: CN110706384A, 2020-01-17.
[20] 景晓蓓, 雍旭, 徐睿, 郑悦, 田凤, 张浩诗, 李向新, 李光林. 義手. 特許第6712332号, 2019-06-02.
[21] 郑悦, 李向新, 田岚, 景晓蓓, 方鹏. 一种假肢手. CN: CN109758276A, 2019-05-17.
[22] 郑悦, 田岚, 李向新, 景晓蓓, 李光林. 一种多自由度的假肢手臂关节. CN: CN109464227A, 2019-03-15.
[23] 方鹏, 张楠鑫, 李向新, 李光林. 一种运动监控系统. CN: CN208464097U, 2019-02-05.
[24] 郑悦, 田岚, 李向新, 景晓蓓, 方鹏, 李光林. 一种仿生手装置及机器人. CN: CN108186171A, 2018-06-22.
[25] 田岚, 李向新, 方鹏, 李光林. 假肢动作分类器的性能评估方法、装置、终端及存储介质. CN: CN108008821A, 2018-05-08.
[26] 方鹏, 田岚, 李向新, 李光林. 一种信号检测传感结构. CN: CN207036311U, 2018-02-23.
[27] 方鹏, 田岚, 李向新, 李光林. 一种信号检测传感结构及其制作方法、信号检测方法. CN: CN107328497A, 2017-11-07.
[28] 方鹏, 张楠鑫, 李向新, 李光林. 一种运动监控系统及其制作方法. CN: CN107320116A, 2017-11-07.
[29] 郑悦, 景晓蓓, 田岚, 李向新, 方鹏, 李光林. 多种假肢部件及其旋转传动机构、屈伸传动机构. CN: CN106726025A, 2017-05-31.
[30] 景晓蓓, 雍旭, 徐睿, 郑悦, 田岚, 张浩诗, 李向新, 李光林. 仿生假肢手. CN: CN206063263U, 2017-04-05.
[31] 景晓蓓, 雍旭, 徐睿, 郑悦, 田岚, 张浩诗, 李向新, 李光林. 仿生假肢手. CN: CN106038007A, 2016-10-26.

   

[1] Xiangxin Li, Yan Liu, Xiaomeng Zhou, Zijian Yang, Lan Tian, Peng Fang, Guanglin Li. Simultaneous hand/wrist motion recognition and continuous grasp force estimation based on nonlinear spectral sEMG features for transradial amputees. Biomedical Signal Processing and Control[J]. 2023, [2] Wang, Yingying, Fang, Peng, Tang, Xi, Jiang, Naifu, Tian, Lan, Li, Xiangxin, Zheng, Yue, Huang, Jianping, Samuel, Oluwarotimi Williams, Wang, Hui, Wu, Kai, Li, Guanglin. Effective Evaluation of Finger Sensation Evoking by Non-Invasive Stimulation for Sensory Function Recovery in Transradial Amputees. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING[J]. 2022, 30: 519-528, [3] Xiangxin Li, Yue Zheng, Yan Liu, Lan Tian, Peng Fang, Jianglang Cao, Guanglin Li. A Novel Motion Recognition Method based on Force-Myography of Dynamic Muscle Contraction. Frontiers in Neuroscience[J]. 2022, [4] Yue Zheng, Xiangxin Li, Lan Tian, guanglin li. A function-oriented optimization design method for underactuated tendon driven humanoid prosthetic hand. Frontiers of Mechanical Engineering[J]. 2022, [5] Li, Xiangxin, Tian, Lan, Zheng, Yue, Samuel, Oluwarotimi Williams, Fang, Peng, Wang, Lin, Li, Guanglin. A new strategy based on feature filtering technique for improving the real-time control performance of myoelectric prostheses. BIOMEDICAL SIGNAL PROCESSING AND CONTROL[J]. 2021, 70: http://dx.doi.org/10.1016/j.bspc.2021.102969.
[6] Wang, Yingying, Jiang, Lelun, Ren, Lei, Huang, Pingao, Yu, Mei, Tian, Lan, Li, Xiangxin, Xie, Jun, Fang, Peng, Li, Guanglin. Towards Improving the Quality of Electrophysiological Signal Recordings by Using Microneedle Electrode Arrays. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING[J]. 2021, 68(11): 3327-3335, [7] 李向新, 田岚, 郑悦, 李光林. 一种下肢运动意图识别算法性能实时测评系统. 仪器仪表学报[J]. 2020, 99-107, http://lib.cqvip.com/Qikan/Article/Detail?id=00002EKH49987JP0MPDO4JP16NR.
[8] Lin, WanHua, Li, Xiangxin, Li, Yuanheng, Li, Guanglin, Chen, Fei. Investigating the physiological mechanisms of the photoplethysmogram features for blood pressure estimation. PHYSIOLOGICAL MEASUREMENT[J]. 2020, 41(4): 044003-, https://iopscience.iop.org/article/10.1088/1361-6579/ab7d78.
[9] Li Xiangxin. Investigating the physiological mechanism of the photoplethysmogram features for blood pressure estimation. Physiological Measurement. 2020, [10] Samuel, Oluwarotimi Williams, Yang, Bin, Geng, Yanjuan, Asogbon, Mojisola Grace, Pirbhulal, Sandeep, Mzurikwao, Deogratias, Idowu, Oluwagbenga Paul, Ogundele, Tunde Joseph, Li, Xiangxin, Chen, Shixiong, Naik, Ganesh R, Fang, Peng, Han, Fanghai, Li, Guanglin. A new technique for the prediction of heart failure risk driven by hierarchical neighborhood component-based learning and adaptive multi-layer networks. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE[J]. 2020, 110: 781-794, http://dx.doi.org/10.1016/j.future.2019.10.034.
[11] 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. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE[J]. 2020, 2020: https://doaj.org/article/d28ceeeb1e694581936514bae6ad37d0.
[12] Samuel, Oluwarotimi Williams, Asogbon, Mojisola Grace, Geng, Yanjuan, Li, Xiangxin, Pirbhulal, Sandeep, Chen, Shixiong, Ganesh, Naik, Feng, Pang, Li, Guanglin, IEEE. Spatio-Temporal Based Descriptor for Limb Movement-Intent Characterization in EMG-Pattern Recognition System. 2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)null. 2019, 2637-2640, [13] Samuel, Oluwarotimi Williams, Li, Xiangxin, Zhang, Xu, Wang, Hui, Li, Guanglin, Zhang, YT, Carvalho, P, Magjarevic, R. A Hybrid Non-invasive Method for the Classification of Amputee's Hand and Wrist Movements. INTERNATIONALCONFERENCEONBIOMEDICALANDHEALTHINFORMATICSnull. 2019, 64: 161-166, [14] Xu, Rui, Zhuo, Qifang, Li, Xiangxin, Zhang, Haoshi, Cai, Yanhu, Tian, Lan, Zhang, Xiaoqing, Fang, Peng, Li, Guanglin, Zhang, YT, Carvalho, P, Magjarevic, R. An Approach for Body Motion Registration Using Flexible Piezoelectret Sensors. INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICSnull. 2019, 64: 129-132, [15] Wang, Hui, Huang, Pingao, Li, Xiangxin, Samuel, Oluwarotimi Williams, Xiang, Yun, Li, Guanglin. Spasticity Assessment Based on the Maximum Isometrics Voluntary Contraction of Upper Limb Muscles in Post-stroke Hemiplegia. FRONTIERS IN NEUROLOGY[J]. 2019, 10: https://doaj.org/article/6b78e2e3c52a48ee864a48a2e29d671a.
[16] Idowu Oluwagbenga Paul, Fang Peng, Li Xiangxin, Xia Zeyang, Xiong Jing, Li Guanglin, IEEE. Towards Control of EEG-based Robotic Arm using Deep Learning via Stacked Sparse Autoencoder. 2018 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO)null. 2018, 1053-1057, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000468772200168.
[17] Mzurikwao Deogratias, Ang Chee Siang, Samuel Oluwarotimi Williams, Asogbon Mojisola Grace, Li Xiangxin, Li Guanglin, IEEE. Efficient Channel Selection Approach for Motor Imaginary Classification based on Convolutional Neural Network. 2018 IEEE INTERNATIONAL CONFERENCE ON CYBORG AND BIONIC SYSTEMS (CBS)null. 2018, 418-421, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000468469300081.
[18] Samuel, Oluwarotimi Williams, Zhou, Hui, Li, Xiangxin, Wang, Hui, Zhang, Haoshi, Sangaiah, Arun Kumar, Li, Guanglin. Pattern recognition of electromyography signals based on novel time domain features for amputees' limb motion classification. COMPUTERS & ELECTRICAL ENGINEERING[J]. 2018, 67: 646-655, http://dx.doi.org/10.1016/j.compeleceng.2017.04.003.
[19] Idowu Oluwagbenga Paul, Fang Peng, Li Xiangxin, Xia Zeyang, Xiong Jing, Li Guanglin, IEEE. Towards Control of EEG-based Robotic Arm using Deep Learning via Stacked Sparse Autoencoder. 2018 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO)null. 2018, 1053-1057, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000468772200168.
[20] Fang, Peng, Ma, Xingchen, Li, Xiangxin, Qiu, Xunlin, Gerhard, Reimund, Zhang, Xiaoqing, Li, Guanglin. Fabrication, Structure Characterization, and Performance Testing of Piezoelectret-Film Sensors for Recording Body Motion. IEEE SENSORS JOURNAL[J]. 2018, 18(1): 401-412, https://www.webofscience.com/wos/woscc/full-record/WOS:000418076100046.
[21] Samuel, Oluwarotimi Williams, Li, Xiangxin, Geng, Yanjuan, Asogbon, Mojisola Grace, Fang, Peng, Huang, Zhen, Li, Guanglin. Resolving the adverse impact of mobility on myoelectric pattern recognition in upper-limb multifunctional prostheses. COMPUTERS IN BIOLOGY AND MEDICINE[J]. 2017, 90: 76-87, http://dx.doi.org/10.1016/j.compbiomed.2017.09.013.
[22] 李向新. 基于多源神经信息解码的多功能假肢控制性能增强及优化方法. 2017, http://ir.siat.ac.cn:8080/handle/172644/11269.
[23] Li, Xiangxin, Samuel, Oluwarotimi Williams, Zhang, Xu, Wang, Hui, Fang, Peng, Li, Guanglin. A motion-classification strategy based on sEMG-EEG signal combination for upper-limb amputees. JOURNAL OF NEUROENGINEERING AND REHABILITATION[J]. 2017, 14(1): http://dx.doi.org/10.1186/s12984-016-0212-z.
[24] Peng Fang. Improving the robustness of electromyogram-pattern recognition for prosthetic control by a post-processing strategy of motion classification. Frontiers in Neurorobotics. 2017, [25] Samuel, Oluwarotimi Williams, Li, Xiangxin, Geng, Yanjuan, Feng, Pang, Chen, Shixiong, Li, Guanglin, IEEE. Motor Imagery Classification of Upper Limb Movements Based on Spectral Domain Features of EEG Patterns. 2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)null. 2017, 2976-2979, [26] Samuel, Oluwarotimi Williams, Geng, Yanjuan, Li, Xiangxin, Li, Guanglin. Towards Efficient Decoding of Multiple Classes of Motor Imagery Limb Movements Based on EEG Spectral and Time Domain Descriptors. JOURNAL OF MEDICAL SYSTEMS[J]. 2017, 41(12): https://www.webofscience.com/wos/woscc/full-record/WOS:000414001400001.
[27] Zhang, Xu, Li, Xiangxin, Samuel, Oluwarotimi Williams, Huang, Zhen, Fang, Peng, Li, Guanglin. Improving the Robustness of Electromyogram-Pattern Recognition for Prosthetic Control by a Postprocessing Strategy. FRONTIERS IN NEUROROBOTICS[J]. 2017, 11: http://www.chinair.org.cn/handle/1471x/1747390.
[28] Li, Xiangxin, Chen, Shixiong, Zhang, Haoshi, Samuel, Oluwarotimi Williams, Wang, Hui, Fang, Peng, Zhang, Xiufeng, Li, Guanglin. Towards reducing the impacts of unwanted movements on identification of motion intentions (vol 28, pg 90, 2016). JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGYnull. 2017, 33: 118-118, https://www.webofscience.com/wos/woscc/full-record/WOS:000397253400015.

   

（ 1 ） 基于柔性传感的肌肉形变检测及其在运动意图识别中的应用, 主持, 国家级, 2019-09--2021-12
（ 2 ） 运动神经生理信息精确解码及应用, 主持, 部委级, 2019-01--2020-12
（ 3 ） 肌肉形变信息的柔性传感检测及在智能假肢控制中的应用, 主持, 省级, 2020-01--2023-12
（ 4 ） 基于柔性传感的假肢手感觉信号检测及感觉神经反馈方法研究, 参与, 国家级, 2018-01--2021-12
（ 5 ） 基于仿生自调节功能重建的行走意图精准识别关键技术研究, 参与, 省级, 2020-01--2021-12
（ 6 ） 灵巧上肢假肢快速适配及集成应用验证, 主持, 国家级, 2020-12--2023-11

现指导学生

谭迎宵  硕士研究生  085400-电子信息