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单 位:仪器科学与技术系
职 称:教授 博士生导师
所在梯队:网络传感与计算
通信地址: 北京市海淀区学院路30号威尼斯144777cm
邮 编:100083
办公地点:机电信息楼522室
电子邮件:wdxiao@ustb.edu.cn
社会职务:IEEE高级会员(Senior Member)、ACM会员 IEEE交互式可穿戴技术与设备专家委员会委员 中国生物医学学会健康工程分会委员 中国系统仿真学会智能物联系统专业委员会委员 国家自然科学基金委评审专家 中国博士后基金评审专家 民政部养老服务业十三五规划专家 2016年工信部智能制造专项评审专家 2016年工信部重点实验室评审专家 Sensors (SCI源刊),编委(2011-) KSII Transactions on Internet and Information Systems (SCI源刊), 编委(2013-) International Journal of Network Protocols and Algorithms,编委(2009-), Unmanned Systems,编委(2013-2015)、客座编委(2013) Mathematical Problems in Engineering (SCI源刊),客座编委(2013) Journal of Network and Computer Applications(SCI源刊),客座编委(2015) Journal of Control Theory and Applications,客座编委(2010)
- 教育背景
- 工作履历
- 研究方向
- 主讲课程
- 代表性论著
- 代表性项目
- 成果、荣誉
1.1986年9月至1990年7月,东北大学数学系本科生,获理学学士学位
2.1990年9月至1992年2月,东北大学自动控制系硕士生, 提前攻博
3.1992年3月至1995年11月,东北大学自动控制系博士生,获工学博士学位
1.1995年10月至2001年2月,东北大学信息科学与工程学院,讲师、副教授
2.1996年4月至1999年4月,韩国浦项钢铁公司技术研究所,博士后研究员.
3.2001年2月至2004年7月, 新加坡南洋理工大学无线与定位技术中心,Research Fellow
4.2004年7月至2012年2月,新加坡科技研究局(A*Star)资讯通信研究院(I2R)高级研究员、科学家III,无线定位研究组组长,A*Star博士生导师
5.2007年2月至2007年3月, 美国University of Texas at Arlington访问科学家
6.2011年9月至今,威尼斯144777cm,教授
7.2013年8月至今,威尼斯144777cm,博士生导师
1.无线定位与导航
2.能量采集及网络资源管理
3.可穿戴计算与智慧养老
4.数据挖掘与智能大数据处理
5.物联网与信息化平台建设
本科生:计算机网络(双语)、无线传感器网络与物联网(新生研讨课)
研究生:无线传感器网络与物联网(双语)、仪器科学与技术前沿
发表论文170余篇, 其中SCI收录50余篇。
1. Wei Meng, Lihua Xie, Wendong Xiao,Communication Aware Optimal Sensor Motion Coordination for Source Localization, IEEE Transactions on Instrumentation and Measurement. (In Press)
2. Wei Meng, Lihua Xie, Wendong Xiao,Optimal TDOA Sensor-Pair Placement with Uncertainty in Source Location, IEEE Transactions on Vehicular Technology. (In Press)
3. Ruizhuo Song, Qinglai Wei, Wendong Xiao, Off-Policy Neuro-Optimal Control for Unknown Complex-Valued Nonlinear Systems Based on Policy Iteration, Neural Computing and Applications, January 5, 2016, pp. 1-7. (In Press)
4. Zhang Bing Zhou, Wendong Xiao, Jucheng Yang, Faming Gong, Special Issue on Green Networking, Computing, and Software Systems, Journal of Network and Computer Applications, Vol. 59, January 2016, pp. 1-3.
5. Ruizhuo Song, Qinglai Wei, Wendong Xiao, ADP-based Optimal Sensor Scheduling for Target Tracking in Energy Harvesting Wireless Sensor Networks, Vol. 27, No. 6, 2016, pp.1543-1551.
6. Wendong Xiao, Apostolia Papapostolou, Hakima Chaouchi, Ming Wei, Self-Organizing Map for Fingerprinting based Cooperative Localization in Dynamic Indoor Environments, Unmanned Systems, Vol. 03, No. 03, July 2015, pp. 171-184.
7. Wendong Xiao, Biao Song, Xiting Yu, Peiyuan Chen, Nonlinear Optimization-Based Device-Free Localization with Outlier Link Rejection, Sensors, Vol. 15, No. 4, 2015, pp. 8072-8087. (SCI)
8. Wendong Xiao, and Biao Song, Sequential Geometric Approach for Device-Free Localization with Outlier Link Rejection, Mathematical Problems in Engineering, Volume 2015 (2015), Article ID 619894, pp. 1-8. (SCI)
9. Wendong Xiao, and Yingjie Lu, Daily Human Physical Activity Recognition based on Kernel Discriminant Analysis and Extreme Learning Machine, Mathematical Problems in Engineering, Article ID 790412, 2014, pp. 1-9. (SCI)
10. Ruizhuo Song, Wendong Xiao, Huaguang Zhang, Changyin Sun, Adaptive Dynamic Programming for a Class of Complex-Valued Nonlinear Systems,IEEE Transactions on Neural Networks and Learning Systems, Vol. 25, No. 9, Sept. 2014, pp. 1733 – 1739. (SCI)
11. Ruizhuo Song, Wendong Xiao, Qinglai Wei, Changyin Sun, Neural-Network-Based Approach to Finite-Time Optimal Control for a Class of Unknown Nonlinear Systems, Soft Computing, Vol. 18, No.8, August 2014, pp. 1645-1653
12. Ruizhuo Song, Wendong Xiao, Qinglai Wei, Multi-Objective Optimal Control for a Class of Nonlinear Time-Delay Systems via Adaptive Dynamic Programming, Soft Computing, Vol. 17, No. 11, November 2013, pp. 2109-2115. (SCI, EI)
13. Ruizhuo Song, Wendong Xiao, Huaguang Zhang, Multi-objective Optimal Control for a Class of Unknown Nonlinear Systems based on Finite-Approximation-Error ADP Algorithm, Neurocomputing. Vol. 119, No. 7, November 2013, pp. 212-221. (SCI, EI)
14. Xiufeng He, Yang Le, and Wendong Xiao, MEMS IMU and Two-Antenna GPS Integration Navigation System using Interval Adaptive Kalman Filter, IEEE Aerospace & Electronics Systems Magazine, Vol. 28, No. 10, October 2013, pp. 22-28. (SCI, EI)
15. Rui-Zhuo Song, Wen-Dong Xiao, Chang-Yin Sun, Optimal Tracking Control for a Class of Unknown Discrete-time Systems with Actuator Saturation via Data-based ADP Algorithm, Acta Automatica Sinica, Vol. 23, No. 9, Sept 2013, pp. 1413-1420. (EI)
16. Wei Meng, Lihua Xie, and Wendong Xiao, Optimality Analysis of Sensor-Source Geometries in Heterogeneous Sensor Networks, IEEE Transactions on Wireless Communications, Vol. 12, No. 4, April 2013, pp.77-86. (SCI, EI)
17. Wei Meng, Wendong Xiao, and Lihua Xie, A Fully Distributed Algorithm for Source Localization in Wireless Sensor Networks, Ad Hoc & Sensor Wireless Networks, Vol. 18, No.1-2, 2013, pp. 131-158. (SCI).
18. Wei Meng, Lihua Xie, and Wendong Xiao, Decentralized TDOA Sensor Pairing in Multi-hop Wireless Sensor Networks, IEEE Signal Processing Letters, Vol. 20, No. 2, February 2013, pp. 181 – 184. (SCI)
19. Neda Edalat, Wendong Xiao, Mehul Motani, Nirmalya Roy, and Sajal K. Das, Auction-Based Task Allocation with Trust Management for Shared Sensor Networks, Security and Communication Networks, Vol. 5, No. 11, , Nov 2012, pp. 1223–1234. (EI, SCI).
20. Neda Edalat, Chen-Khong Tham, Wendong Xiao, An Auction-Based Strategy for Distributed Task Allocation in Wireless Sensor Networks, Computer Communications, Vol. 35, No. 8, May 2012, pp. 916–928. (SCI, EI).
21. Yang Weng, Wendong Xiao, and Lihua Xie, Diffusion based EM Algorithm for Distributed Estimation of Gaussian Mixtures in Wireless Sensor Networks, Sensors, Vol. 11, No. 6, June 2011, pp. 6297-6316. (SCI).
22. Yang Weng, Wendong Xiao, and Lihua Xie, Total Least Squares Method for Robust Source Localization in Sensor Networks Using TDOA Measurements, International Journal of Distributed Sensor Networks, Volume 2011, Article ID 172902, 8 pages. (SCI, EI).
23. Wei Meng, Wendong Xiao, and Lihua Xie, An Efficient EM Algorithm for Energy-Based Multi-Source Localization in Wireless Sensor Networks, IEEE Transactions on Instrumentation and Measurement, Vol. 60. No. 3, March 2011, pp. 1017-1027. (SCI, EI).
24. Wendong Xiao, Sen Zhang, Jianyong Lin, and Chen Khong Tham, Energy-Efficient Adaptive Sensor Scheduling for Target Tracking in Wireless Sensor Networks, Journal of Control Theory and Applications, Special Issue on Networked Sensing, Decision Making and Control, Vol. 8, No. 1, 2010, pp. 86-92. (EI)
25. Jianyong Lin, Lihua Xie, and Wendong Xiao, Target Tracking in Wireless Sensor Networks Using Compressed Kalman Filter, International Journal of Sensor Networks, Vol.6, No. 3-4, 2009, pp. 251-262. (SCI, ISTP)
26. Jianyong Lin, Wendong Xiao, Frank Lewis, and Lihua Xie, Energy Efficient Distributed Adaptive Multi-Sensor Scheduling for Target Tracking in Wireless Sensor Networks, IEEE Transactions on Instrumentation and Measurement, Vol. 58, No. 6, June 2009, pp. 1886-1896. (SCI, EI).
27. Sen Zhang, Marcelo H Ang Jr, Wendong Xiao, Chen Khong Tham, Detection of Activities with Wireless Sensors for Daily Life Surveillance: Eating and Drinking, Sensors, Vol. 9, No. 3, 2009. pp. 1499-1517. (SCI).
28. Shuli Sun, Lihua Xie, and Wendong Xiao, Optimal Full-Order and Reduced-Order Estimators for Discrete-Time Systems with Random Measurement Delays and Packet Dropouts, IEEE Transactions on Signal Processing, Vol. 56, No. 8, Part 2, Aug 2008, pp. 4031-4038. (SCI, EI)
29. Shuli Sun, Lihua Xie, Wendong Xiao, and Nan Xiao, Optimal Filtering for Systems with Multiple Packet Dropouts, IEEE Transactions on Circuits and Systems-II: Express Briefs, Vol. 55, No. 7, July 2008, pp. 695 – 699. (SCI, EI)
30. Shuli Sun, Lihua Xie, Wendong Xiao, and Yeng Chai Soh, Optimal linear estimation for systems with multiple packet dropouts, Automatica, Vol. 44, No. 5, May 2008, pp. 1333-1342. (SCI, EI)
31. Hongtao Tian, Sanjay K. Bose, Choi Look Law, and Wendong Xiao, Joint Routing and Flow Rate Optimization in Multi-rate Ad Hoc Networks, Computer Networks, Vol. 52, No. 3, February 2008, pp. 739-764. (SCI, EI)
32. Lili Zhang, Boon-Hee Soong, and Wendong Xiao, An Integrated Cluster-Based Multi-Channel MAC Protocol for Mobile Ad Hoc Networks, IEEE Transactions on Wireless Communications. Vol. 6, No. 12, Dec 2007. (SCI, EI)
33. Lili Zhang, Boon-Hee Soong, and Wendong Xiao, Location-Aware Two-Phase Coding Multi-Channel MAC Protocol (LA-TPCMMP) for MANETs, IEEE Transactions on Wireless Communications. Vol. 6, No. 5, May 2007, pp. 1659-1669. (SCI, EI)
34. Wendong Xiao, Jiankang Wu, Lihua Xie, and Liang Dong, Sensor Scheduling for Target Tracking in Networks of Active Sensors, Acta Automatica Sinica, Special Issue on Sensor Networks, Vol. 32, No. 6, Nov. 2006. pp. 922-928. (EI)
35. Lili Zhang, Boon-Hee Soong, and Wendong Xiao, Two-Phase Coding Multichannel MAC Protocol With MAI Mitigation for Mobile Ad Hoc Networks, IEEE Communications Letters, Vol. 8, No. 9, Sept.. 2004. pp. 597-599. (SCI, EI)
1.基于自适应动态规划的能量采集无线传感器网络优化设计方法研究, 国家自然科学基金面上项目,2017.1 -2020.12,项目主持人。
2.信息驱动的无线传感器网络跨层设计方法研究,北京科技大学基本科研业务费(威尼斯144777cm留学归国人员启动基金),2012.4-2015.3, 项目主持人
3.智慧养老物联网示范项目,2013年民政部中央财政支持社会组织参与社会服务项目, 2013.2-2013.11,项目联系人、执行负责人
4.基于大数据挖掘的用户行为分析,横向课题,2015.10-2018.10,项目主持人。
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7.超宽带网络环境下感知计算的协调服务质量研究, 新加坡科技研究局超宽带网络下感知计算重大专项课题, 2006年5月-2009年7月,项目主持人
8.无线传感器网络协调信号与信息处理的马尔克夫跳变理论研究, 新加坡科技研究局公开申请项目, 2006年1月-2009年6月,项目联合主持人
1.2011年9月,获新加坡科技研究局(A*Star)航空计划成就奖
2.基于可穿戴传感器的复杂运动模式识别,2015年第五届全国可穿戴计算学术会议优秀论文三等奖
3.基于移动设备的便携式动态心电监测系统,全国大学生第一届通信解决方案电子设计大赛二等奖(指导教师),工信部主办,2014年12月5日,北京
4.2000年、2001年两次获国际大学生数学建模竞赛一等奖(指导教师)