A distributed consensus filter for sensor networks with heavy-tailed measurement noise

被引:0
|
作者
Peng DONG [1 ]
Zhongliang JING [1 ]
Kai SHEN [1 ]
Minzhe LI [1 ]
机构
[1] School of Aeronautics and Astronautics, Shanghai Jiao Tong University
基金
中国国家自然科学基金; 国家自然科学基金重大项目;
关键词
A distributed consensus filter for sensor networks with heavy-tailed measurement noise;
D O I
暂无
中图分类号
TP212.9 [传感器的应用]; TN713 [滤波技术、滤波器];
学科分类号
摘要
Dear editor,Distributed state estimation is very important in distributed sensor networks (DSNs)[1]. The consensus estimation can make the sensor networks achieve global consistency according to the data of all nodes [2]. It is very useful for the state estimation of DSNs. The fusion center and full connection between network nodes are not required. The
引用
收藏
页码:244 / 246
页数:3
相关论文
共 50 条
  • [1] A distributed consensus filter for sensor networks with heavy-tailed measurement noise
    Dong, Peng
    Jing, Zhongliang
    Shen, Kai
    Li, Minzhe
    SCIENCE CHINA-INFORMATION SCIENCES, 2018, 61 (11)
  • [2] A distributed consensus filter for sensor networks with heavy-tailed measurement noise
    Peng Dong
    Zhongliang Jing
    Kai Shen
    Minzhe Li
    Science China Information Sciences, 2018, 61
  • [3] Distributed Consensus Student-t Filter for Sensor Networks With Heavy-Tailed Process and Measurement Noises
    Wang, Jinran
    Dong, Peng
    Shen, Kai
    Song, Xun
    Wang, Xiaodong
    IEEE ACCESS, 2020, 8 : 167865 - 167874
  • [4] Distributed Consensus Multi-Distribution Filter for Heavy-Tailed Noise
    Chang, Guan-Nan
    Fu, Wen-Xing
    Cui, Tao
    Song, Ling-Yun
    Dong, Peng
    JOURNAL OF SENSOR AND ACTUATOR NETWORKS, 2024, 13 (04)
  • [5] A robust distributed interaction multiple model filter for jump Markov systems with heavy-tailed measurement noise
    Tong, Shun
    Zhou, Weidong
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2024,
  • [6] Consensus-Based Filter for Distributed Sensor Networks with Colored Measurement Noise
    Wang, Jinran
    Dong, Peng
    Jing, Zhongliang
    Cheng, Jin
    SENSORS, 2018, 18 (11)
  • [7] An Adaptive Filter for Nonlinear Multi-Sensor Systems with Heavy-Tailed Noise
    Dong, Xiangxiang
    Chisci, Luigi
    Cai, Yunze
    SENSORS, 2020, 20 (23) : 1 - 24
  • [8] A Normal-Gamma Filter for Linear Systems with Heavy-Tailed Measurement Noise
    Zhang, Le
    Lan, Jian
    Li, X. Rong
    2018 21ST INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), 2018, : 2548 - 2555
  • [9] A novel robust distributed IMM filter for jump Markov systems with non-stationary heavy-tailed measurement noise
    Tong, Shun
    Zhou, Weidong
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2025,
  • [10] A Novel Robust Kalman Filter With Non-stationary Heavy-tailed Measurement Noise
    Jia, Guangle
    Huang, Yulong
    Bai, Mingming B.
    Zhang, Yonggang
    IFAC PAPERSONLINE, 2020, 53 (02): : 375 - 380