Stability Analysis of Distributed Fusion Estimation Algorithm for Complex Networked Systems

被引：2
|
作者：
Lin, Honglei [1 ]
Sun, Shuli [1 ]
机构：
[1] Heilongjiang Univ, Sch Elect Engn, Harbin 150080, Peoples R China
来源：
NEURAL PROCESSING LETTERS | 2023年 / 55卷 / 05期
基金：
中国国家自然科学基金;
关键词：
Stability analysis; Distributed fusion estimator; Networked system; Multi-rate sampling; Period-stability; INFORMATION FUSION; STATE ESTIMATION; MULTIRATE;
D O I：
10.1007/s11063-023-11160-0
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, the stability of the matrix-weighted distributed fusion (MWDF) estimation algorithm is analyzed for complex networked systems with different uniformly sampling rates, time delays and fading measurement rates. First, the MWDF estimation algorithm is reformulated. Then, the asymptotic stability and steady-state property of local estimator are proven under the proper conditions. Furthermore, the period steady-state properties of the local estimator, cross-covariance matrices, and MWDF estimator are proven. Finally, a numerical example is given to illustrate the period-stability property of the MWDF estimator.
引用
收藏
页码：6781 / 6795
页数：15
相关论文
共 50 条
  • [21] Parallel algorithm of stability analysis of distributed stochastic iterative systems
    Liu, Hongwei
    Liu, Yongqing
    Deng, Feiqi
    Huanan Ligong Daxue Xuebao/Journal of South China University of Technology (Natural Science), 1998, 26 (05): : 1 - 5
  • [22] Stability Analysis and Stabilization of Uncertain Nonlinear Networked Control Systems with Distributed Input Delay
    Feng, Yi Wei
    Feng, Ping
    MANUFACTURING, DESIGN SCIENCE AND INFORMATION ENGINEERING, VOLS I AND II, 2015, : 116 - 120
  • [23] Stability analysis of networked control systems
    Walsh, GC
    Ye, H
    Bushnell, LG
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2002, 10 (03) : 438 - 446
  • [24] Modelling and analysis of distributed networked control systems
    Wen, K.
    Geng, Z.
    IET CONTROL THEORY AND APPLICATIONS, 2012, 6 (09): : 1304 - 1312
  • [25] State estimation for networked systems: an extended IMM algorithm
    Wu, Hao
    Ye, Hao
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2013, 44 (07) : 1274 - 1289
  • [26] A Decentralized Continuous Estimation of Distribution Algorithm for Networked Systems
    Bian, Aizhe
    Chen, Xi
    PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 5362 - 5367
  • [27] Decomposition approach to distributed analysis of networked systems
    Langbort, U
    Xiao, L
    D'Andrea, R
    Boyd, S
    2004 43RD IEEE CONFERENCE ON DECISION AND CONTROL (CDC), VOLS 1-5, 2004, : 3980 - 3985
  • [28] Distributed Fault Estimation of Networked Systems Using Quantized Measurements
    Ling, Rongyao
    Dong, Xiaobo
    Zhang, Dan
    Yu, Li
    2014 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION (ICIA), 2014, : 949 - 954
  • [29] Protocol-Based Distributed Security Fusion Estimation for Networked Systems With Unknown Bounded Noise Under Quantization
    Zha, Lijuan
    Guo, Yaping
    Liu, Jinliang
    Xie, Xiangpeng
    Tian, Engang
    Cao, Jinde
    IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2024, 11 (04): : 2139 - 2150
  • [30] Distributed estimation of both position and orientation for networked systems on the sphere
    Lee, Byung-Hun
    Oh, Koog-Hwan
    Hatanaka, Takeshi
    Ahn, Hyo-Sung
    12TH ANNUAL IEEE INTERNATIONAL SYSTEMS CONFERENCE (SYSCON2018), 2018, : 177 - 182
12345