Optimal Co-monitoring Strategy for Coupled Dynamics with Distributed Kalman Filtering

被引:0
|
作者
Liew, Charles Z. [1 ]
Shaw, Raymond [1 ]
Sun, Shiyou [1 ]
机构
[1] SmartSys Grp, ICT Tech Team, Hamilton, ON, Canada
关键词
coupled dynamic; co-monitoring; distributed Kalman filter; collaborative information process;
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
In this brief paper, coupled heterogeneous dynamic has been discussed and an optimal co-estimation with distributed Kalman filter strategy is proposed for monitoring such dynamic with consideration of incomplete information scenario. The experiment result shows that proposed co-estimation strategy obtains better effect to estimate the state of coupled heterogeneous monitoring under the noisy environment compared to separate DKF.
引用
收藏
页码:128 / 131
页数:4
相关论文
共 40 条
  • [21] DISTRIBUTED OPTIMAL CONSENSUS-BASED KALMAN FILTERING AND ITS RELATION TO MAP ESTIMATION
    Wang, Shengdi
    Paul, Henning
    Dekorsy, Armin
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2018, : 3664 - 3668
  • [22] Globally Optimal Multisensor Distributed Random Parameter Matrices Kalman Filtering Fusion with Applications
    Luo, Yingting
    Zhu, Yunmin
    Luo, Dandan
    Zhou, Jie
    Song, Enbin
    Wang, Donghua
    [J]. SENSORS, 2008, 8 (12) : 8086 - 8103
  • [23] An Optimal Transmission Strategy for Kalman Filtering Over Packet Dropping Links With Imperfect Acknowledgements
    Nourian, Mojtaba
    Leong, Alex S.
    Dey, Subhrakanti
    Quevedo, Daniel E.
    [J]. IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2014, 1 (03): : 259 - 271
  • [24] Coupled state-input-parameter estimation for structural dynamics through Kalman filtering
    Naets, Frank
    Croes, Jan
    Desmet, Wim
    [J]. EURODYN 2014: IX INTERNATIONAL CONFERENCE ON STRUCTURAL DYNAMICS, 2014, : 3045 - 3052
  • [25] Optimal distributed Kalman filtering fusion for a linear dynamic system with cross-correlated noises
    Feng, Jianxin
    Zeng, Ming
    [J]. INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2012, 43 (02) : 385 - 398
  • [26] Optimal distributed power control in wireless cellular network based on mixed Kalman/H∞ filtering
    Belgacem, Bekkar
    Lamir, Saidi
    [J]. AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2018, 90 : 103 - 109
  • [27] Ensemble Kalman Filtering with a Divided State-Space Strategy for Coupled Data Assimilation Problems
    Luo, Xiaodong
    Hoteit, Ibrahim
    [J]. MONTHLY WEATHER REVIEW, 2014, 142 (12) : 4542 - 4558
  • [28] A control chart based approach to monitoring supply network dynamics using Kalman filtering
    Wang, Shanshan
    Wu, Teresa
    Weng, Shao-Jen
    Fowler, John
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2012, 50 (11) : 3137 - 3151
  • [29] Optimal Distributed Kalman Filtering Fusion Algorithm Without Invertibility of Estimation Error and Sensor Noise Covariances
    Xu, Jie
    Song, Enbin
    Luo, Yingting
    Zhu, Yunmin
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2012, 19 (01) : 55 - 58
  • [30] Optimal distributed Kalman filtering fusion for multirate multisensor dynamic systems with correlated noise and unreliable measurements
    Yan, Liping
    Jiang, Lu
    Liu, Jun
    Xia, Yuanqing
    Fu, Mengyin
    [J]. IET SIGNAL PROCESSING, 2018, 12 (04) : 522 - 531