基本信息

孙方敏 中国科学院大学 博士生导师

中国科学院深圳先进技术研究院  副研究员

深圳市后备级人才

深圳市南山区领航人才

电子邮件： fm.sun@siat.ac.cn

通信地址： 深圳市南山区学苑大道1068号，邮编：518055

教育与工作经历

2006.08-2010.07，西安电子科技大学，学士学位

2010.08-2015.7，中国科学院大学，博士学位

2015.07-至今，任职于中国科学院深圳先进技术研究院

副研究员，博士生导师，主要研究方向包括多传感器信息融合方法，生物医学信息处理，可穿戴感知与计算等，在可穿戴相关领域以第一作者发表国际知名期刊和会议论文50余篇，申请专利40余件，授权专利12件（包含国际专利3件），可穿戴技术相关研究成果获广东省科学技术奖技术发明类二等奖，中国仪器仪表学会二等奖，目前主持国家自然科学基金青年、面上项目、广东省重点基金项目，深圳市基础研究及国际合作项目等，参与科技部重点研发项目和国自然重点项目等。

招生方向

数据分析与模式识别

智能感知与计算

多源信息融合与智能分析

生物特征与身份识别

学术服务

（1）Frontiers in Neurorobotics, Reviewer Board Member

（2）Physiological Measurement, International Advisory Board Member

（3）IEEE Internet of Things Journal，IEEE Transactions on Instrumentation & Measurement ，IEEE Sensors Journal，ACM Transactions on Cyber-Physical Systems, IET Communications等国际知名期刊论文审稿人；

（4）中国通信标准化协会（ CCSA ）的标准化人员；

（5）深圳市科创委项目评审专家；

（6）国家自然科学基金项目函评专家。

代表性论文


  1. Wang, H., Liu, F., Li, X., Zheng, Y., Li, Y., & Sun, F*. A Multi-Scale Network with Cross-View Gated Attention Enhancement for Human Activity Recognition. IEEE Transactions on Consumer Electronics, 2026.
  2. Liu F, Wang H, Sun F*, et al. DBMNet: Dual-Branch Multi-Modal Network With Spatial-Temporal Fusion for Objective Physical Fatigue Assessment[J]. IEEE Transactions on Consumer Electronics, 2025.
  3. Pan Zhou, Hao Wang, Raffael Gravina, Fangmin Sun*. WIO-EKF: Extended Kalman Filtering-Based Wi-Fi and Inertial Odometry Fusion Method for Indoor Localization. IEEE Internet of Things Journal, 11(13), pp.23592-23603, 2024.
  4. Li X, Wang H, Liu F, Fangmin Sun*, et al. A Transfer Learning Method for Cross-Scenario Abnormal Running Posture Detection Based on Wearable Sensors[J]. IEEE Transactions on Consumer Electronics, 2025.
  5. Liang, H., Wang, Y., Jiang, L., Yu, X., Xiong, L., Luo, L., ... & Sun, F*. (2025). Machine learning-based non-invasive continuous dynamic monitoring of human core temperature with wearable dual temperature sensors. Physiological Measurement, 46(4), 045002.
  6. Wang, H., Liu, F., Li, X., Li, Y., & Sun, F*. A Key Feature Screening Method for Human Activity Recognition Based on Multi-head Attention Mechanism. In 2025 IEEE International Joint Conference on Biometrics (IJCB) (pp. 1-9). IEEE, (2025, September).
  7. Wang, H., Liu, F., Li, X., Huang, H., Li, Y., & Sun, F*.. MixMatch-based semi-supervised learning approach for cross-domain locomotion and transportation mode recognition. In Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing (pp. 1018-1023), (2025, October).
  8. Zhiqiang Ni, Fangmin Sun*, Ye Li*， T. Wu, T. Wang, & Y. Li*. Deep Multi-Branch Two-Stage Regression Network for Accurate Energy Expenditure Estimation with ECG and IMU Data. IEEE Transactions on Biomedical Engineering.(JCR 1区，IF=4.538)
  9. Haohua Huang, Pan Zhou, Ye Li, Fangmin Sun*. A Lightweight Attention-Based CNN Model for Efficient Gait Recognition with Wearable IMU Sensors. Sensors, 21(8): 2866, 2021.
  10. Zhiqiang Ni, Fangmin Sun, Ye Li. Heart Rate Variability-Based Subjective Physical Fatigue Assessment. Sensors, 2022.（JCR1区, IF=3.275）
  11. Jiacheng Tian, Pan Zhou, Fangmin Sun*, Tao Wang. Wearable IMU-based Gym Exercise Recognition Using Data Fusion Methods. The Fifth International Conference on Biological Information and Biomedical Engineering, 2021.
  12. Fangmin Sun,Weilin Zang, Haohua Huang,Ildar Farkhatdinov and Ye Li*. Accelerometer-Based Key Generation and Distribution Method for Wearable IoT Devices. IEEE Internet of Things Journal, 2020.
  13. Fangmin Sun,Weilin Zang, Raffaele Gravina, Giancarlo Fortino, Ye Li*. Gait-based identification for elderly users in wearable healthcare systems. Information Fusion, vol. 53, pp.134-144, 2020.
  14. Fangmin Sun，Chenfei Mao, Xiaomao Fan, Ye Li*, Accelerometer-Based Speed-Adaptive Gait Authentication Method for Wearable IoT Devices. IEEE Internet of Things Journal, Vol. 6, issue 1, pp.820-830, 2019.
  15. Fangmin Sun, Chenfu Yi, Ye Li*. Battery-Friendly Scheduling Policy in MAC Layer for WBAN Data Packets Transmission. IET Communications, 2017, Vol.11, Iss.9, pp. 1423-1430.
  16. Fangmin Sun, Chenfu Yi, Ye Li*, A Wearable H-shirt for Exercise ECG Monitoring and Individual Lactate Threshold Computing, Computers in Industry, 2017, 92(2017), pp.1-11.
  17. Fangmin Sun, Zhen Fang, Zhan Zhao*, Lidong Du. Implementation and Real-Time and Reliability Evaluation of a WHMS Improved by LHRP and SMAM. International Journal of Distributed Sensor Networks，2015，2015（282816）: 1- 12.
  18. Fangmin Sun, Zhan Zhao, Zhen Fang*, Lidong Du. Design and implementation of a high integrated noncontact ECG monitoring belt. Journal of Fiber Bioengineering and Informatics，2015, 8（1）: 37- 46.
  19. Fangmin Sun, Zhan Zhao*, Zhen Fang, Lidong Du. A review of attacksand security protocols for wireless sensor networks. Journal of Networks，2014，9（5）：1103-1113
  20. Fangmin Sun, Zhan Zhao*, Zhen Fang, Lidong Du. A Wireless ZigBee Router with PHT Sensing for Health Monitoring. 2013 IEEE and Internet of Things (iThings/CPSCom)，1773-1778，2013.8.20-2013.8.23.
  21. Fangmin Sun, Zhan Zhao*，Zhen Fang，Lidong Du. Design and Implementation of a High Integrated Noncontact ECG Monitoring Node for WirelessBody Sensor Networks. CUTE2014，635-641, Berlin, 14.5.1-2014.5.4.
  22. Fangmin Sun, Zhan Zhao*, Zhen Fang, Diliang Chen. A Wireless ZigBee Router with PHT Sensing for Health Monitoring Design and Implementation of an Ultra Low Power Health Monitoring Node for Wireless BodySensor Network. IEEE 2013 Fourth International Conference on Digital Manufacturing and Automation(ICDMA)，417-422，2013.6.29-2013.6.30。
  23. Fangmin Sun，Zhan Zhao*，Zhen Fang，Diliang Chen，A design of a Band-Aid like health monitoring node for body sensor network，2012 International Conference on Measurement, Information and Control (MIC), 34-39, 2012.5.18 - 2012.5.20.
  24. Weilin Zang, Fen Miao, Raffaele Gravina,Fangmin Sun, Giancarlo Fortino, and Ye Li. "CMDP-based intelligent transmission for wireless body area network in remote health monitoring." Neural computing and applications 32, no. 3 (2020): 829-837.
  25. Fan, Xiaomao, Qihang Yao, Yunpeng Cai, Fen Miao,Fangmin Sun, and Ye Li. "Multiscaled fusion of deep convolutional neural networks for screening atrial fibrillation from single lead short ECG recordings." IEEE journal of biomedical and health informatics 22, no. 6 (2018): 1744-1753.

主持科研项目

  1. 重202410041多场景应急救援通信保障技术研究与应用示范, 参与单位负责人，深圳市重点项目，2024-12--2027.12
  2. 专2023N048运动处方在健康促进上的应用研究，参与单位负责人，深圳市可持续发展项目，2023.11-2026.11
  3. 面向个体化运动健康的可穿戴智能感知与计算方法研究，主持，深圳市国际合作项目，2023.07-2025.08
  4. 基于健康物联网技术的老年人下肢运动功能智能分析与异常早期检测，主持，广东省重点，2022.10-2025.12
  5. 面向步态异常早期识别的可穿戴传感器信息融合理论研究，主持，国自然面上，2021-01--2024.12
  6. 面向老年人步态异常早期识别的可穿戴感知与计算方法研究,主持，广东省面上，2021.01--2023.12
  7. 基于动态信道自学习的无线体域网高能效通信理论研究, 主持, 国自然青年, 2018-01--2020-12
  8. 基于混合通信模式的无线体域网高能效通信理论研究, 主持, 深圳市面上, 2016-08--2018-08
  9. 基于混合通信模式的无线体域网低能耗通信理论研究, 主持, 博士后科学基金, 2016-07--2017-09
  10. 工业物联网异构网络实时控制关键技术研究, 子课题, 地市级级, 2017-06--2019-06
  11. 面向智慧医疗的绿色物联网信息传输与接入理论与技术研究, 参与, 国自然重点基金, 2019-01--2022-12
  12. 面向半失能老人的辅助机器人技术与系统-子任务五基于云平台的便携式老人健康监测系统与应用示范-基于云平台的便携式老人健康监测系统与应用示范, 子课题任务负责人, 国家级, 2019-06--2022-05