Concepedia

Distributed Bayesian Filtering

Distributed Bayesian Filtering is a Bayesian filtering framework in which multiple agents or nodes collaboratively estimate a shared state by locally processing data and exchanging probabilistic information over a network, distinguished from centralized or single-agent approaches by its decentralized computational architecture and consensus-based belief updating.

27

Publications

1.8K

Citations

68

Authors

44

Institutions

Publications per year

2017–2026

11

Parents

Publications

27

Distributed Bayesian algorithms for fault-tolerant event region detection in wireless sensor networks

Bhaskar Krishnamachari, S. Sitharama Iyengar · IEEE Transactions on Computers · 2004 · 634 citations

, , +16

Consensus CPHD Filter for Distributed Multitarget Tracking

Giorgio Battistelli, Luigi Chisci, Claudio Fantacci et al. · IEEE Journal of Selected Topics in Signal Processing · 2013 · 343 citations

, , +16

Distributed Sequential Bayesian Estimation of a Diffusive Source in Wireless Sensor Networks

Tong Zhao, Arye Nehorai · IEEE Transactions on Signal Processing · 2007 · 131 citations

, , +16

A distributed particle-PHD filter using arithmetic-average fusion of Gaussian mixture parameters

Tiancheng Li, Franz Hlawatsch · Information Fusion · 2021 · 99 citations · Full text

, , +13

Convergence of Distributed Flooding and Its Application for Distributed Bayesian Filtering

Tiancheng Li, Juan M. Corchado, Javier Prieto · IEEE Transactions on Signal and Information Processing over Networks · 2016 · 67 citations · Full text

, , +17

1–5 of 27

Authors

68

  1. TL
    Tiancheng Li

    Northwestern Polytechnical University, China

    3 publications · 180 citations

    3

    h-index

  2. CF
    Claudio Fantacci

    University of Florence, Italy

    2 publications · 370 citations

    2

    h-index

  3. GB
    Giorgio Battistelli

    University of Florence, Italy

    2 publications · 370 citations

    2

    h-index

  4. BW
    Bailu Wang

    University of Electronic Science and Technology of China, China

    2 publications · 58 citations

    2

    h-index

  5. AF
    Alfonso Farina

    SELEX Sistemi Integrati, Italy

    2 publications · 370 citations

    2

    h-index

1–5 of 68

Institutions

44

  1. University of Electronic Science and Technology of China

    Chengdu, China

    2 h-index

    7 publications

    197 citations

  2. SELEX Sistemi Integrati

    Rome, Italy

    2 h-index

    3 publications

    713 citations

  3. Northwestern Polytechnical University

    Xi'an, China

    2 h-index

    5 publications

    155 citations

  4. University of California, Berkeley

    Berkeley, United States

    2 h-index

    5 publications

    65 citations

  5. University of Florence

    Florence, Italy

    2 h-index

    6 publications

    1.1K citations

  6. East China Normal University

    Shanghai, China

    1 h-index

    3 publications

    114 citations

  7. Universidade Federal do Espírito Santo

    Vitória, Brazil

    1 h-index

    1 publications

    35 citations

  8. University of Illinois Chicago

    Chicago, United States

    1 h-index

    2 publications

    100 citations

1–8 of 44

Venues

  1. Information Fusion

    2 publications · 160 citations

    2

    h-index

  2. IET Radar Sonar & Navigation

    2 publications · 62 citations

    2

    h-index

  3. IEEE Transactions on Signal Processing

    2 publications · 149 citations

    2

    h-index

  4. 2

    h-index

  5. Signal Processing

    2 publications · 39 citations

    2

    h-index

1–5