Concepedia

Data Association

Data Association is a fundamental process in sensor fusion that establishes correspondences between sensor measurements and known or hypothesized objects or tracks, distinguishing it from other fusion processes by its exclusive focus on resolving the origin of observed data in multi-object environments.

1.8K

Publications

103.1K

Citations

3.9K

Authors

1.2K

Institutions

Publications per year

2017–2026

446

Parents

Children

Publications

1.8K

Simple online and realtime tracking with a deep association metric

Nicolai Wojke, Alex Bewley, Dietrich Paulus · 2017 · 4.7K citations

, , +15

<i>Tracking and Data Association</i>

Yaakov Bar‐Shalom, Thomas Fortmann, Peter G. Cable · The Journal of the Acoustical Society of America · 1990 · 3.1K citations · Full text

, , +14

An algorithm for tracking multiple targets

D. Reid · IEEE Transactions on Automatic Control · 1979 · 3K citations

, , +16

An introduction to multisensor data fusion

David L. Hall, James Llinas · Proceedings of the IEEE · 1997 · 2.5K citations

, , +17

Sonar tracking of multiple targets using joint probabilistic data association

Thomas Fortmann, Yaakov Bar‐Shalom, Molly M. Scheffe · IEEE Journal of Oceanic Engineering · 1983 · 1.5K citations

, , +17

1–5 of 1.8K

Authors

3.9K

  1. YB
    Yaakov Bar‐Shalom

    University of Connecticut, United States

    76 publications · 11.6K citations

    40

    h-index

  2. PW
    Peter Willett

    University of Connecticut, United States

    39 publications · 1.6K citations

    22

    h-index

  3. DM
    Darko Mušicki

    The University of Melbourne, Australia

    21 publications · 1.5K citations

    16

    h-index

  4. TK
    T. Kirubarajan

    McMaster University, Canada

    16 publications · 1.2K citations

    15

    h-index

  5. CC
    Chee-Yee Chong

    Booz Allen Hamilton (United States), United States

    16 publications · 813 citations

    14

    h-index

1–5 of 3.9K

Institutions

1.2K

  1. University of Connecticut

    Storrs, United States

    43 h-index

    184 publications

    14K citations

  2. The University of Melbourne

    Melbourne, Australia

    22 h-index

    54 publications

    4.3K citations

  3. McMaster University

    Hamilton, Canada

    21 h-index

    69 publications

    3.2K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    17 h-index

    46 publications

    5.1K citations

  5. Northwestern Polytechnical University

    Xi'an, China

    17 h-index

    65 publications

    2.4K citations

  6. Defence Science and Technology Group

    Canberra, Australia

    17 h-index

    43 publications

    2.5K citations

  7. United States Air Force Research Laboratory

    Wright-Patterson AFB, United States

    17 h-index

    33 publications

    976 citations

  8. Fraunhofer Institute for Communication, Information Processing and Ergonomics

    Wachtberg, Germany

    16 h-index

    30 publications

    2.4K citations

1–8 of 1.2K

Venues

  1. 57

    h-index

  2. IEEE Transactions on Signal Processing

    38 publications · 2.7K citations

    27

    h-index

  3. Information Fusion

    40 publications · 2.4K citations

    27

    h-index

  4. 22

    h-index

  5. Sensors

    32 publications · 853 citations

    18

    h-index

1–5