Robust Kalman Filtering for Wireless Sensor Networks Systems With Measurement Delay

被引:0
|
作者
Lu Xiao [1 ]
Zhang Juanjuan [1 ]
机构
[1] Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R China
关键词
Wireless sensor networks; Robust Kalman filters; Packet-drop; Delay; DISCRETE-TIME-SYSTEMS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This brief is concerned with robust Kalman filtering for wireless sensor networks with delayed measurements, where packet-drop also occurs. The norm-bounded parameter uncertainties enter into both the system matrix and the input matrix of the state space model. The approach of re-organization of measurements is proposed to improve the efficiency of computation. A sufficient and necessary condition for the existence of a robust Kalman filter for wireless sensor networks system is derived.
引用
收藏
页码:5054 / 5057
页数:4
相关论文
共 50 条
  • [41] A robust Kalman filtering approach to sltochastic power control for time varying wireless networks
    Sorooshyari, S
    Gajic, Z
    [J]. ICC 2005: IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-5, 2005, : 2472 - 2477
  • [42] Leader-following-based distributed Kalman filtering in sensor networks with communication delay
    Zhang, Ya
    Li, Feifei
    Chen, Yangyang
    [J]. JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2017, 354 (16): : 7504 - 7520
  • [43] Robust H∞ Filtering for Networked Control Systems with Random Sensor Delay
    Xiao, Shenping
    Wang, Liyan
    Zeng, Hongbing
    Kong, Lingshuang
    Qin, Bin
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2014, 2014
  • [44] Two Average Weighted Measurement Fusion Kalman Filtering Algorithms in Sensor Networks
    Ran, Chen-Jian
    Deng, Zi-Li
    [J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 2387 - 2391
  • [45] Robust Distributed Kalman Filter for Wireless Sensor Networks with Uncertain Communication Channels
    Kim, Du Yong
    Jeon, Moongu
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2012, 2012
  • [46] Kalman Filtering with Unknown Sensor Measurement Losses
    Zhang, Jiaqi
    You, Keyou
    [J]. IFAC PAPERSONLINE, 2016, 49 (22): : 315 - 320
  • [47] Randomized Consensus-Based Distributed Kalman Filtering Over Wireless Sensor Networks
    Qin, Jiahu
    Wang, Jie
    Shi, Ling
    Kang, Yu
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 66 (08) : 3794 - 3801
  • [48] Distributed Kalman Filtering over Wireless Sensor Networks in the Presence of Data Packet Drops
    Zhou, Jianming
    Gu, Guoxiang
    Chen, Xiang
    [J]. 2017 AMERICAN CONTROL CONFERENCE (ACC), 2017, : 2556 - 2561
  • [49] Adaptive Kalman Filtering Based Location Coordination Algorithm for Wireless Sensor and Actor Networks
    Xu Zhiming
    Wang Yu
    Zuo Qiyao
    Tang Jian
    [J]. 2009 INTERNATIONAL FORUM ON INFORMATION TECHNOLOGY AND APPLICATIONS, VOL 1, PROCEEDINGS, 2009, : 264 - +
  • [50] Distributed Kalman Filtering Over Wireless Sensor Networks in the Presence of Data Packet Drops
    Zhou, Jianming
    Gu, Guoxiang
    Chen, Xiang
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 64 (04) : 1603 - 1610