• Signal processing
• Signal detection and estimation
• Information Fusion
• Target tracking
• Ubiquitous Healthcare

• Modern Communication Priciples
• Signal Detection and Estimation
• Signal and System
• Statistical Signal Processing

[1] Yonggang Tong, Zhipei Huang∗, Zhen Zhang, Ming Yin, Guangcun Shan, Jiankang Wu, Fei Qin, Detail-preserving arterial pulse wave measurement based Biorthogonal wavelet decomposition from remote RGB observations, Measurement, Volume 222, 30 November 2023, 113605, https://doi.org/10.1016/j.measurement.2023.113605.

[2]Jiajia Cui, Zhipei Huang, Jiankang Wu, Feng Hong, Jiadi Yu, Yan Wang. Automatic Detection of the Cyclic Alternating Pattern of Sleep and Diagnosis of Sleep-Related Pathologies Based on Cardiopulmonary Resonance Indices. SENSORS[J]. 2022, 22(6).

[3] JIAJIA CUI, Zhipei Huang. Model-based assessment of cardiopulmonary autonomic regulation in paced deep breathing. Methods[J]. 2022:204:312–318.

[4] BINGXI HE, Zhipei Huang. A radiomics approach to assess PD- L1 expression of non-small cell lung cancer and predict response to immune checkpoint inhibitors. THERANOSTICS[J]. 2021.

[5] Cui, Jiajia, Huang, Zhipei, Wu, Jiankang, Jiang, Hong. Cardiopulmonary Resonance Function and Indices-A Quantitative Measurement for Respiratory Sinus Arrhythmia. FRONTIERS IN PHYSIOLOGY[J]. 2020, 11.

[6] Chen, Jiaming, He, Bingxi, Dong, Di, Liu, Ping, Duan, Hui, Li, Weili, Li, Pengfei, Wang, Lu, Fan, Huijian, Wang, Siwen, Zhang, Liwen, Tian, Jie, Huang, Zhipei, Chen, Chunlin. Noninvasive CT radiomic model for preoperative prediction of lymph node metastasis in early cervical carcinoma. BRITISH JOURNAL OF RADIOLOGY[J]. 2020, 93(1108).
[7] He, Bingxi, Dong, Di, She, Yunlang, Zhou, Caicun, Fang, Mengjie, Zhu, Yongbei, Zhang, Henghui, Huang, Zhipei, Jiang, Tao, Tian, Jie, Chen, Chang. Predicting response to immunotherapy in advanced non-small-cell lung cancer using tumor mutational burden radiomic biomarker. JOURNAL FOR IMMUNOTHERAPY OF CANCER[J]. 2020, 8(2).
[8] Cui, Jiajia, Huang, Zhipei, Jiaerken, Dina, Fan, Ye, Zhao, Shuxia, Zhang, Lingyan, Wu, Jiankang. A wearable system for cardiopulmonary assessment and personalized respiratory training. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE[J]. 2020, 112: 1131-1140.
[9] Huang Zhibei. A model-based method for measuring autonomic nerve activity and sensitivity,. 6th International Conference on Biomedical and Bioinformatics Engineering. 2019.

[10] Huang Zhibei. Direction and distance modulation of muscle synergies during reaching movements in the horizontal plane. The 9th International IEEE EMBS Conference on Neural Engineering. 2019. 

[11] Wu, Jian Kang, Huang, Zhipei, Zhang, Zhiqiang, Xiao, Wendong, Jiang, Hong. Quantitative Assessment of Autonomic Regulation of the Cardiac System. JOURNAL OF HEALTHCARE ENGINEERING[J]. 2019.
[12] Ren Yi, Huang Zhipei, Guo Yiming, Wu Jiankang, Sun Yingfei, Assoc Comp Machinery. Kinematic Characteristics of Backhand Block in Table Tennis. PROCEEDINGS OF 2019 4TH INTERNATIONAL CONFERENCE ON BIOMEDICAL SIGNAL AND IMAGE PROCESSING (ICBIP 2019). 2019, 41-45.

[13] Cui, Jiajia, Huang, Zhipei, Wu, Jiankang. Quantitative measures of cardiopulmonary interaction through disentangling of respiration sinus arrhythmia. BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGYnull. 2019, 125: 19-19.

[14]Licai Sun, Bingyu Pan, Shiwei Ye, Zhipei Huang, Jiankang Wu, Direction and distance modulation of muscle synergies during reaching movements in the horizontal plane, The 9th International IEEE EMBS Conference on Neural Engineering, San Francisco, CA – USA on March 20-23, 2019.

[15] Huang Zhibei. Automatic identification of abnormalities in 12-lead ecgs using expert features and convolutional Neural networks. 2018 International Conference on Sensor Networks and Signal Processing. 2018.

[16] Pan, Bingyu, Sun, Yingfei, Xie, Bin, Huang, Zhipei, Wu, Jiankang, Hou, Jiateng, Liu, Yijun, Huang, Zhen, Zhang, Zhiqiang. Alterations of Muscle Synergies During Voluntary Arm Reaching Movement in Subacute Stroke Survivors at Different Levels of Impairment. FRONTIERS IN COMPUTATIONAL NEUROSCIENCE[J]. 2018, 12.

[17] Yang Lin, Ye Shiwei, Wang Zhibo, Huang Zhipei, Wu Jiankang, Kong Yongmei, Zhang Li. An error-based micro-sensor capture system for real-time motion estimation. JOURNAL OF SEMICONDUCTORS[J]. 2017, 38(10): 105004-1. 

[18] Lv, Dongyue, Huang, Zhipei, Sun, Lixin, Yu, Nenghai, Wu, Jiankang. Smart motion reconstruction system for golf swing: a DBN model based transportable, non-intrusive and inexpensive golf swing capture and reconstruction system. MULTIMEDIA TOOLS AND APPLICATIONS[J]. 2017, 76(1): 1313-1330.

[19] Wang, ZhiBo, Yang, Lin, Huang, ZhiPei, Wu, JianKang, Zhang, ZhiQiang, Sun, LiXin, IEEE. Human Motion Tracking based on Complementary Kalman Filter. 2017 IEEE 14TH INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN). 2017, 55-58. 

[20] Li, Jiuwei, Pan, Bingyu, Jin, Tingting, Huang, Zhipei, Ye, Shiwei, Wu, Jiankang, Huang, Zhen, Xie, Bin, Luo, Chun, Wang, Cui. A single task assessment system of upper-limb motor function after stroke. TECHNOLOGY AND HEALTH CARE[J]. 2016, 24: S707-S715, http://www.corc.org.cn/handle/1471x/2374742.
[21] Lu Dongyue, Huang Zhipei, Tao Guanhong, Yu Nenghai, Wu Jiankang. DBN model-based golf swing reconstruction using Kinect data. JOURNAL OF UNIVERSITY OF CHINESE ACADEMY OF SCIENCES[J]. 2016, 33(2): 204-212.

[22] Hou, Jiateng, Sun, Yingfei, Sun, Lixin, Pan, Bingyu, Huang, Zhipei, Wu, Jiankang, Zhang, Zhigiang. A Pilot Study of Individual Muscle Force Prediction during Elbow Flexion and Extension in the Neurorehabilitation Field. SENSORS[J]. 2016, 16(12).
[23] Huang Zhibei. A model-based method to measure baroreflex sensitivity. IEEE 38th Annual International Conference of the Engineering in Medicine and Biology Society. 2016.

[24] He Rui, Huang ZhiPei, Ji LianYing, Wu JianKang, Li Huihui, Zhang ZhiQiang, IEEE. Beat-to-beat ambulatory blood pressure estimation based on random forest. 2016 IEEE 13TH INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN). 2016, 194-198.

[25] Wang, Lang, Huang, Zhipei, Meng, Yu, Wu, Jiankang. A Model-based Method to Evaluate Autonomic Regulation of Cardiovascular System. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGYnull. 2015, 66(16): C121-C122. 

[26] 吕东岳, 黄志蓓, 陶冠宏, 俞能海, 吴健康. 使用简易深度成像设备的高尔夫挥杆动态贝叶斯网络三维重建. 电子与信息学报[J]. 2015, 37(9): 2076-2081.

[27] Ren, Xiaoyi, Huang, Zhipei, Sun, Shuyan, Liu, Dongyan, Wu, Jiankang. An Efficient MHT Implementation Using GRASP. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS[J]. 2014, 50(1): 86-101.

[28] Liu Dongyan, Huang Zhipei, Wu Jiankang, IEEE. Model-driven Multi-target Tracking in Crowd Scenes. 2013 16TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION). 2013, 1495-1501.
[30] Tao Guanhong, Huang Zhipei, Sun Yingfei, Yao Shengyun, Wu Jiankang, IEEE. Biomechanical Model-based Multi-sensor Motion Estimation. 2013 IEEE SENSORS APPLICATIONS SYMPOSIUM (SAS)null. 2013, 156-161.
[31] Huang Zhibei. Multiple Object Video Tracking Using GRASP-MHT. 15th International Conference on Information Fusion (Fusion 2012). 2012.

[32] Huang Zhibei. Adaptive Information Fusion for Human Upper Limb Movement Estimation, Systems, Man and Cybernetics. Part A: Systems and Humans, IEEE Transactions on. 2012.

[33] Zhang, Z, Ji, L, Huang, Z, Wu, J. Multi-model adaptation for thigh movement estimation using accelerometers. IET SIGNAL PROCESSING[J]. 2011, 5(8): 709-716.

[34] 张志强, 黄志蓓, 吴健康. 髋关节角多模型贝叶斯动态估计. 电子与信息学报[J]. 2011, 33(4).
[35] 黄志蓓, 孙树岩, 吴健康, 蒋升, 任晓祎. 基于特征迹的密集多目标自适应视频跟踪. 电子学报[J]. 2011, 39(A03): 37-42, http://lib.cqvip.com/Qikan/Article/Detail?id=38153742.
[36] Huang Zhibei. Signature-Driven Multi-Target Tracking. 13th International Conference on Information Fusion. 2010.

[37] Zhang, Zhiqiang, Huang, Zhipei, Wu, Jiankang. Ambulatory Hip Angle Estimation using Gaussian Particle Filter. JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY[J]. 2010, 58(3): 341-357, http://www.corc.org.cn/handle/1471x/2412623.
[38] 黄志蓓, 孙树岩, 吴健康. 多元假设检验GMPHD轨迹跟踪. 电子与信息学报[J]. 2010, 1289-1294.
[39] Sun Shuyan, Huang Zhipei, Jiang Sheng, Wu Jiankang, Zhang Zhiqiang, IEEE. Signature-Driven Multiple Visual Target Tracking. 2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9null. 2009, 3709-3713.

[40] Zhang Zhiqiang, Huang Zhipei, Wui Jiankang, IEEE. Hierarchical Information Fusion for Human Upper Limb Motion Capture. FUSION200912THINTERNATIONALCONFERENCEONINFORMATIONFUSIONVOLS14null. 2009, 1704-1711.
[41] Gaussian Particle Filter for Tracking Hip Angle. 10th International Conference on e-health Networking, Applications and Services. 2008.

[42] Zhang, Zhiqiang, Wu, Jiankang, Huang, Zhipei, IEEE. Wearable Sensors for Realtime Accurate Hip Angle Estimation. 2008 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), VOLS 1-6null. 2008, 2931-2936, 

Individual Abnormal Behavior Detecting Method and System，ZL201410529066.X

Crowd Abnormal Behavior Analysis methods, ZL201510463318.8

• Campus risk and safety monitoring
• Psychological reactions, emergency evacuation behavior and intervention mechanisms of  large crowds in unconventional emergencies
• Dynamic monitoring system of the physiological characteristics of rescuers
• Micro-sensor of human motion information fusion theory and methods
• Micro-sensor ubiquitous context-aware dynamic health monitoring system
• RFS tracking with data association
• Immersive,  ubiquitous and quantitative rehabilitation system

• Institute of Automation, Chinese Academy of Sciences
• Tsinghua University
• University of Science and Technology of China
• Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences
• Beijing University of Aeronautics and Astronautics
• Beijing Hospital
• Peking University First Hospital
• China-Japan Friendship Hospital
• Chinese PLA General Hospital
• National University of Singapore
• HutCabb Consulting Pte Ltd, Singapore

已指导学生

刘东岩  硕士研究生  081001-通信与信息系统  

王浪  硕士研究生  085211-计算机技术  

王才丰  硕士研究生  085212-软件工程  

康彤璧  硕士研究生  085211-计算机技术  

田凌桐  硕士研究生  081203-计算机应用技术  

迪娜·加尔肯  硕士研究生  081002-信号与信息处理  

孟宇  硕士研究生  085211-计算机技术  

贺睿  硕士研究生  081002-信号与信息处理  

王搏  硕士研究生  081002-信号与信息处理  

王智博  硕士研究生  085208-电子与通信工程  

任毅  硕士研究生  085208-电子与通信工程  

刘中迪  硕士研究生  085208-电子与通信工程  

孟祥傲  硕士研究生  085208-电子与通信工程  

赵丹  硕士研究生  081002-信号与信息处理  

何秉羲  博士研究生  081002-信号与信息处理 

崔佳佳  博士研究生  081002-信号与信息处理  

徐阳  硕士研究生  085208-电子与通信工程  

张启维  博士研究生  081002-信号与信息处理  

廖楚楚  硕士研究生  081002-信号与信息处理

现指导学生

王涛  博士研究生  081002-信号与信息处理  

王岿然  博士研究生  081002-信号与信息处理   

童永刚  博士研究生  081002-信号与信息处理  

吴晨浩  博士研究生  081002-信号与信息处理

孟祥傲  博士研究生  081002-信号与信息处理

肖玉聪  博士研究生  081002-信号与信息处理

王奕权  硕士研究生  081002-信号与信息处理

周紫琪  硕士研究生  085208-电子与通信工程

常治森  硕士研究生  085208-电子与通信工程