Centralized Fusion White Noise Estimator for Multi-sensor Systems with Missing Measurements

被引：0
作者：
Wang Huiying [1 ]
机构：
[1] NE Agr Univ, Sch Engn, Dept Comp, Harbin, Heilongjiang, Peoples R China
来源：
KNOWLEDGE DISCOVERY AND DATA MINING | 2012年 / 135卷
关键词：
Centralized fusion; white noise estimator; missing measurement; multi-sensor system; innovation analysis method;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper is concerned with the information fusion estimation problem about the white noise. White noise estimator has an important application in oil seismic exploration. The centralized fusion white noise estimator in least mean square sense is presented for multi-sensor discrete-time stochastic linear systems with missing measurements based on the innovation analysis method, where different sensors have different missing measurement rates. Compared to local estimators, the proposed centralized fusion estimator has better estimation accuracy. An example shows the effectiveness.
引用
收藏
页码：785 / 791
页数：7
相关论文
共 50 条
  • [21] Centralized and distributed adaptive cubature information filters for multi-sensor systems with unknown probability of measurement loss
    Lv, Yuan-Wei
    Yang, Guang-Hong
    INFORMATION SCIENCES, 2023, 630 : 173 - 189
  • [22] Distributed fusion filter for multi-sensor systems with finite-step correlated noises
    Tian Tian
    Sun Shuli
    Lin Honglei
    INFORMATION FUSION, 2019, 46 : 128 - 140
  • [23] Identification and distributed fusion filter for multi-sensor networked systems with stochastic deception attacks
    He, Guangyao
    Sun, Shuli
    DIGITAL SIGNAL PROCESSING, 2024, 151
  • [24] Distributed Fusion Estimation for Multi-sensor Systems With Time-correlated Multiplicative Noises
    Ma J.
    Yang X.-M.
    Sun S.-L.
    Zidonghua Xuebao/Acta Automatica Sinica, 2023, 49 (08): : 1745 - 1757
  • [25] Multi-sensor information fusion predictive control algorithm
    Zhao M.
    Li Y.
    Hao G.
    International Journal of Multimedia and Ubiquitous Engineering, 2016, 11 (04): : 49 - 58
  • [26] Information Fusion Based Filtering for Multi-Sensor System
    Wang Zhisheng
    Zhen Ziyang
    Hu Yong
    2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 427 - 430
  • [27] Globally Optimal Weighted Measurement fusion white noise deconvolution estimator for time-varying systems
    Sun Xiao-jun
    Wang Jia-wei
    Deng Zi-li
    2006 CHINESE CONTROL CONFERENCE, VOLS 1-5, 2006, : 1592 - +
  • [28] Uniform recovery from subgaussian multi-sensor measurements
    Chun, Il Yong
    Adcock, Ben
    APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2020, 48 (02) : 731 - 765
  • [29] Globally optimal distributed and sequential state fusion filters for multi-sensor systems with correlated noises✩
    Ma, Jing
    Sun, Shuli
    INFORMATION FUSION, 2023, 99
  • [30] Multi-sensor Environmental Perception and Information Fusion for Vehicle Safety
    Li, Yan Jun
    Zhang, Zutao
    Luo, Dianyuan
    Meng, Guanjun
    2015 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, 2015, : 2838 - 2841
12345