Networked Kalman filter with sensor transmission interval optimization

被引:0
|
作者
Do, Le Minh Khoa [1 ]
Suh, Young Soo [1 ]
Nguyen, Vinh Hao [1 ]
机构
[1] Univ Ulsan, Dept Elect Engn, Ulsan 680749, South Korea
关键词
Kalman filter; multirate estimation; networked control systems; rate monotonic scheduling;
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
Sensor transmission interval optimization problem is considered for network monitoring systems. Under limited network bandwidth, a method to choose an optimal transmission period for each sensor is proposed based on the periodic solution of Kalman filters. Through simulation and experiments using CAN network, the proposed method is verified.
引用
收藏
页码:5409 / +
页数:2
相关论文
共 50 条
  • [1] Interval estimation of sensor fault based on zonotopic Kalman filter
    Zhang, Wenhan
    Wang, Zhenhua
    Guo, Shenghui
    Shen, Yi
    INTERNATIONAL JOURNAL OF CONTROL, 2021, 94 (06) : 1641 - 1650
  • [2] Analytical Bounds for an Interval Kalman Filter
    Lu, Quoc-Hung
    Fergani, Soheib
    Jauberthie, Carine
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2024, 69 (01) : 449 - 454
  • [3] Optimally bounded Interval Kalman filter
    Quoc-Hung Lu
    Fergani, Soheib
    Jauberthie, Carine
    Le Gall, Francoise
    2019 IEEE 58TH CONFERENCE ON DECISION AND CONTROL (CDC), 2019, : 379 - 384
  • [4] Distributed Federated Kalman Filter Fusion Over Multi-Sensor Unreliable Networked Systems
    Xing, Zirui
    Xia, Yuanqing
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2016, 63 (10) : 1714 - 1725
  • [5] Distributed Adaptive Tobit Kalman Filter for Networked Systems Under Sensor Delays and Censored Measurements
    Zhang, Jiahao
    Zhao, Su
    IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS, 2022, 8 : 445 - 458
  • [6] The interval versions of the Kalman filter and the EM algorithm
    Al-Gahtani, O.
    Al-Mutawa, J.
    El-Gebeily, M.
    Agarwal, R.
    ADVANCES IN DIFFERENCE EQUATIONS, 2012,
  • [7] The interval versions of the Kalman filter and the EM algorithm
    O Al-Gahtani
    J Al-Mutawa
    M El-Gebeily
    R Agarwal
    Advances in Difference Equations, 2012
  • [8] Simulated Kalman Filter Optimization Algorithm for Maximization of Wireless Sensor Networks Coverage
    Ab Aziz, Nor Azlina
    Ibrahim, Zuwairie
    Aziz, Nor Hidayati Abdul
    Ab Aziz, Kamarulzaman
    2019 INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCES (ICCIS), 2019, : 39 - 44
  • [9] Interval response reconstruction based on Kalman filter
    Peng, Zhenrui
    Che, Jialiang
    Qi, Yibo
    STRUCTURES, 2025, 75
  • [10] A Kalman Filter Scheme for the Optimization of Low-Cost Gas Sensor Measurements
    Christakis, Ioannis
    Tsakiridis, Odysseas
    Kandris, Dionisis
    Stavrakas, Ilias
    ELECTRONICS, 2024, 13 (01)