基本信息

孙方敏  副研究员

中国科学院深圳先进技术研究院

博士生导师

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

研究经历


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

主要研究方向包括多传感器信息融合方法,生物信息处理,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40余篇,申请专利30余项,获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,目前主持国家自然科学基金项目、广东省项目,深圳市项目等,参与科技部重点研发项目和国自然广东省联合基金项目。

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。

专利与奖励

奖励成果:

(1) 穿戴式健康信息连续监测与分析技术及系统, 二等奖, 省级, 2018

(2)无线网络健康监护系统,二等奖,中国仪器仪表学会,2012

专利成果:

( 1 ) 基于步态识别的身份认证方法及装置, 发明, 2017, 第 2 作者, 专利号: CN201711286270.3
( 2 ) 无线体域网的通信模式切换方法及装置, 发明, 2018, 第 1 作者, 专利号: CN201810711200.6(授权)
( 3 ) 身份认证方法、装置、电子设备及存储介质, 发明, 2018, 第 2 作者, 专利号: CN201810822151.3
( 4 ) 人体姿态识别方法及人体姿态识别装置, 发明, 2016, 第 3 作者, 专利号: CN201611026222.6
( 5 ) 基于惯性传感器的步态特征提取和步态识别方法, 发明, 2019, 第 2 作者, 专利号: CN201911257055.X
( 6 ) 基于可穿戴传感器的健身运动识别方法, 发明, 2019, 第 1 作者, 专利号: CN201911257652.2(授权)

( 7 ) 无线体域网及其密钥生成方法、分配方法和相关装置, 发明, 2019, 第 1 作者, 专利号: CN201910893081.5(授权)
( 8 ) 基于轻量注意力卷积神经网络的步态识别方法, 发明, 2021, 第 1 作者, 专利号: CN202110506008.5
( 9 ) 一种步态异常早期识别与风险预警方法和装置, 发明, 2020, 第 1 作者, 专利号: CN202010588710.6
( 10 ) 基于可穿戴心电的运动性疲劳检测方法, 发明, 2021, 第 1 作者, 专利号: CN202110495396.1
( 11 ) 基于可穿戴传感信息融合的能量代谢精准评估方法, 发明, 2021, 第 2 作者, 专利号: CN202110418455.5
( 12 ) Wireless body area network, key generation method and key distribution method in the wireless body area network, and related device, 发明, 2020, 第 1 作者, 专利号: US17/036222(授权)
( 13 ) 基于步态信息的可穿戴设备密钥生成与共享方法, 发明, 2020, 第 1 作者, 专利号: KR10-2020-7027987

(14)無線ボディエリアネットワーク及びその鍵生成方法、割当方法及び関連装置,第一作者,专利号:JP2020-552721(授权)


出版信息

  1. 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)
  2. 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.(JCR1, IF=3.275)
  3. Zhiqiang Ni, Fangmin Sun, Ye Li. Heart Rate Variability-Based Subjective Physical Fatigue Assessment. Sensors, 2022.(JCR1, IF=3.275
  4. 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.
  5. 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.(中科院1区,IF=9.936
  6. 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.(中科院1区,IF=13.669
  7. Fangmin SunChenfei 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.(中科院1区,IF=9.936
  8. 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.(SCI,CCF C类
  9. 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.(SCI,JCR1区,IF=4.769
  10. 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 Networks20152015282816: 1- 12.(SCI
  11. Fangmin Sun, Zhan Zhao, Zhen Fang*, Lidong Du. Design and implementation of a high integrated noncontact ECG monitoring belt. Journal of Fiber Bioengineering and Informatics2015, 81: 37- 46.
  12. Fangmin Sun, Zhan Zhao*, Zhen Fang, Lidong Du. A review of attacksand security protocols for wireless sensor networks. Journal of Networks201495):1103-1113
  13. 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)1773-17782013.8.20-2013.8.23.
  14. Fangmin Sun, Zhan Zhao*Zhen FangLidong Du. Design and Implementation of a High Integrated Noncontact ECG Monitoring Node for WirelessBody Sensor Networks. CUTE2014635-641, Berlin, 14.5.1-2014.5.4.
  15. 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)417-4222013.6.29-2013.6.30
  16. Fangmin SunZhan Zhao*Zhen FangDiliang ChenA design of a Band-Aid like health monitoring node for body sensor network2012 International Conference on Measurement, Information and Control (MIC), 34-39, 2012.5.18 - 2012.5.20.
  17. 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.(SCI,JCR1区
  18. 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.(SCI,JCR1区

科研项目

  1. 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,国家级,2021-01--2024.12

  2. 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,省部级,2021.01--2023.12

  3. 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, 国家级, 2018-01--2020-12

  4. 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, 地市级, 2016-08--2018-08

  5. 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, 国家级, 2016-07--2017-09

  6. 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

  7. 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, 国家级, 2019-01--2022-12

  8. 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