Stabilization of quantized systems based on Kalman filter

被引:9
|
作者
Xia, Yuanqing [1 ]
Yan, Jingjing [1 ]
Shang, Jizong [1 ]
Fu, Mengyin [1 ]
Liu, Bo [1 ]
机构
[1] Beijing Inst Technol, Sch Automat, Beijing 100081, Peoples R China
关键词
Kalman filtering; Quantization; Stability; LINEAR-SYSTEMS;
D O I
10.1016/j.conengprac.2012.04.009
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 paper is concerned with the design and stability analysis of networked control systems with quantization effect and noisy measurement. Quantization strategy used here is a traditional uniform one, and Kalman filter is applied to obtain the estimated states. Under some assumptions and conditions, a sufficient condition is given for the closed-loop system to be stable based on Lyapunov theory and invariable set theory. Two examples are given to show the effectiveness of the main results. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:954 / 962
页数:9
相关论文
共 50 条
  • [21] On the design of Kalman Filter-Based Disturbance Observer For Stabilization of Rigid Formations
    Sanila, P.
    Jacob, Jeevamma
    Ramchand, Rijil
    IECON 2020: THE 46TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2020, : 662 - 667
  • [22] Moving Camera Video Stabilization Based on Kalman Filter and Least Squares Fitting
    Yu, Huan
    Zhang, Wenhui
    2014 11TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2014, : 5956 - 5961
  • [23] Field Image Stabilization Algorithm for Agricultural Robot Based on Harris and Kalman Filter
    Wang J.
    Jing J.
    Chen Z.
    Xu Z.
    Wang S.
    Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery, 2023, 54 (01): : 30 - 53
  • [24] Kalman Filter-based Sensor Fusion for Posture Stabilization of a Mobile Robot
    Jang, Taeho
    Kim, Youngshik
    Kyoung, Minyoung
    Yi, Hyunbean
    Hwan, Yoondong
    TRANSACTIONS OF THE KOREAN SOCIETY OF MECHANICAL ENGINEERS A, 2016, 40 (08) : 703 - 710
  • [25] Diffusion Kalman Filter With Quantized Information Exchange in Distributed Mobile Crowdsensing
    Yang, Shujie
    Xu, Changqiao
    Qiu, Xuesong
    Wu, Dapeng Oliver
    IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (03): : 4423 - 4435
  • [26] The Kalman Like Particle Filter : Optimal Estimation With Quantized Innovations/Measurements
    Sukhavasi, Ravi Teja
    Hassibi, Babak
    PROCEEDINGS OF THE 48TH IEEE CONFERENCE ON DECISION AND CONTROL, 2009 HELD JOINTLY WITH THE 2009 28TH CHINESE CONTROL CONFERENCE (CDC/CCC 2009), 2009, : 4446 - 4451
  • [27] Quantized Steady-State Kalman Filter in a Wireless Sensor Network
    Wang, Changcheng
    Qi, Guoqing
    Li, Yinya
    Sheng, Andong
    ADVANCES IN SWARM INTELLIGENCE, ICSI 2012, PT II, 2012, 7332 : 553 - 562
  • [28] Diffusion Kalman Filter Algorithm for Adaptive Network with Quantized Information Exchange
    Yang, Shujie
    Xu, Changqiao
    Guan, Jianfeng
    2017 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2017,
  • [29] Robust Digital Image Stabilization Using the Kalman Filter
    Wang, Chuntao
    Kim, Jin-Hyung
    Byun, Keun-Yung
    Ni, Jiangqun
    Ko, Sung-Jea
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2009, 55 (01) : 6 - 14
  • [30] Kalman Filter Based Distributed State Estimation with Communication Systems
    Rana, Md
    Li, Li
    Su, Steven
    2015 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2015,