Concepedia

Bayesian Sensor Fusion

Bayesian Sensor Fusion is a probabilistic integration framework within sensor fusion that employs Bayesian inference to recursively update the belief about a system's state by combining prior knowledge with new sensor observations, distinguishing itself through its rigorous treatment of uncertainty and sequential data assimilation.

774

Publications

38.8K

Citations

2.1K

Authors

750

Institutions

Publications per year

2017–2026

222

Parents

Children

Publications

774

Sequential monte carlo methods for multi-target filtering with random finite sets

Ba‐Ngu Vo, Sumeetpal S. Singh, A. Boucet · IEEE Transactions on Aerospace and Electronic Systems · 2005 · 1.2K citations

, , +16

Wireless sensor networks: a survey on recent developments and potential synergies

Priyanka Rawat, Kamal Deep Singh, Hakima Chaouchi et al. · The Journal of Supercomputing · 2013 · 1K citations · Full text

, , +16

Multi-sensor optimal information fusion Kalman filter

Shuli Sun, Zili Deng · Automatica · 2004 · 825 citations

, , +9

Bayesian filtering for location estimation

D. Fox, Jeffrey Hightower, Lin Liao et al. · IEEE Pervasive Computing · 2003 · 706 citations

, , +16

Bayesian approach to extended object and cluster tracking using random matrices

Wolfgang Koch · IEEE Transactions on Aerospace and Electronic Systems · 2008 · 667 citations

, , +14

1–5 of 774

Authors

2.1K

  1. RH
    Reza Hoseinnezhad

    RMIT University, Australia

    13 publications · 697 citations

    13

    h-index

  2. RM
    Ronald Mahler

    Lockheed Martin (United States), United States

    13 publications · 480 citations

    12

    h-index

  3. PW
    Peter Willett

    University of Connecticut, United States

    8 publications · 247 citations

    8

    h-index

  4. PB
    Paolo Braca

    North Atlantic Treaty Organization, Belgium

    8 publications · 291 citations

    8

    h-index

  5. WY
    Wei Yi

    University of Electronic Science and Technology of China, China

    8 publications · 427 citations

    8

    h-index

1–5 of 2.1K

Institutions

750

  1. Centre National de la Recherche Scientifique

    Paris, France

    19 h-index

    61 publications

    5.1K citations

  2. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    13 h-index

    33 publications

    3.6K citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    12 h-index

    21 publications

    1.3K citations

  4. RMIT University

    Melbourne, Australia

    12 h-index

    31 publications

    1.5K citations

  5. The University of Melbourne

    Melbourne, Australia

    11 h-index

    23 publications

    2.3K citations

  6. The University of Sydney

    Sydney, Australia

    11 h-index

    31 publications

    1.8K citations

  7. Northwestern Polytechnical University

    Xi'an, China

    11 h-index

    27 publications

    842 citations

  8. University of Electronic Science and Technology of China

    Chengdu, China

    10 h-index

    34 publications

    2K citations

1–8 of 750

Venues

  1. 23

    h-index

  2. Information Fusion

    22 publications · 1.7K citations

    21

    h-index

  3. IEEE Transactions on Signal Processing

    18 publications · 1.4K citations

    18

    h-index

  4. Signal Processing

    16 publications · 850 citations

    16

    h-index

  5. 15

    h-index

1–5