Concepedia

Parallel Particle Filtering

Parallel Particle Filtering is a computational framework within the class of particle filtering methods that employs concurrent processing of multiple particles or particle sets across distributed or multi-core architectures to enhance estimation accuracy and reduce computational latency in nonlinear, non-Gaussian state-space models.

64

Publications

2.4K

Citations

162

Authors

92

Institutions

Publications per year

2017–2026

9

Parents

Publications

64

Resampling algorithms and architectures for distributed particle filters

Miodrag Bolić, Petar M. Djurić, Sangjin Hong · IEEE Transactions on Signal Processing · 2005 · 337 citations

, , +16

Parallel Resampling in the Particle Filter

Lawrence M. Murray, Anthony Lee, Pierre Jacob · Journal of Computational and Graphical Statistics · 2015 · 145 citations

, , +16

Cooperative parallel particle filters for online model selection and applications to urban mobility

Luca Martino, Jesse Read, V́ıctor Elvira et al. · Digital Signal Processing · 2016 · 140 citations · Full text

, , +13

RGB-D object tracking: A particle filter approach on GPU

Changhyun Choi, Henrik I. Christensen · 2013 · 115 citations

, , +17

New resampling algorithms for particle filters

Miodrag Bolić, Petar M. Djurić, Sangjin Hong · 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). · 2003 · 99 citations

, , +13

1–5 of 64

Authors

162

  1. PM
    Petar M. Djurić

    Stony Brook University, United States

    6 publications · 519 citations

    6

    h-index

  2. MB
    Miodrag Bolić

    University of Ottawa, Canada

    5 publications · 500 citations

    5

    h-index

  3. SH
    Sangjin Hong

    Stony Brook University, United States

    3 publications · 146 citations

    3

    h-index

  4. JJ
    Jun Jason Zhang

    University of Denver, United States

    3 publications · 76 citations

    3

    h-index

  5. JP
    Johnny Park

    Purdue University West Lafayette, United States

    3 publications · 79 citations

    3

    h-index

1–5 of 162

Institutions

92

  1. Stony Brook University

    Stony Brook, United States

    6 h-index

    15 publications

    1.2K citations

  2. Linköping University

    Linköping, Sweden

    4 h-index

    11 publications

    437 citations

  3. McMaster University

    Hamilton, Canada

    3 h-index

    7 publications

    252 citations

  4. Zhejiang University

    Hangzhou, China

    3 h-index

    9 publications

    227 citations

  5. Ghent University

    Ghent, Belgium

    2 h-index

    2 publications

    82 citations

  6. University of Ottawa

    Ottawa, Canada

    2 h-index

    3 publications

    61 citations

  7. Cairo University

    Giza, Egypt

    2 h-index

    2 publications

    36 citations

  8. Purdue University West Lafayette

    West Lafayette, United States

    2 h-index

    7 publications

    225 citations

1–8 of 92

Venues

  1. IEEE Transactions on Signal Processing

    5 publications · 435 citations

    5

    h-index

  2. Electromagnetic waves

    PIER · 2 publications · 37 citations

    2

    h-index

  3. 2

    h-index

  4. Journal of Signal Processing Systems

    2 publications · 36 citations

    2

    h-index

  5. Digital Signal Processing

    1 publications · 140 citations

    1

    h-index

1–5