Concepedia

Variational Bayesian Filtering

Variational Bayesian Filtering is a Bayesian filtering method that approximates intractable posterior distributions by optimizing over a family of simpler distributions using variational inference principles.

309

Publications

15.5K

Citations

908

Authors

346

Institutions

Publications per year

2017–2026

179

Parents

Publications

309

Recursive Noise Adaptive Kalman Filtering by Variational Bayesian Approximations

Simo Särkkä, Aapo Nummenmaa · IEEE Transactions on Automatic Control · 2009 · 705 citations

, , +16

A Novel Adaptive Kalman Filter With Inaccurate Process and Measurement Noise Covariance Matrices

Yulong Huang, Yonggang Zhang, Zhemin Wu et al. · IEEE Transactions on Automatic Control · 2017 · 678 citations · Full text

, , +16

A Novel Robust Student's <italic>t</italic>-Based Kalman Filter

Yulong Huang, Yonggang Zhang, Ning Li et al. · IEEE Transactions on Aerospace and Electronic Systems · 2017 · 478 citations

, , +16

Contribution of the Orbiting Carbon Observatory to the estimation of CO<sub>2</sub> sources and sinks: Theoretical study in a variational data assimilation framework

Frédéric Chevallier, François‐Marie Bréon, P. J. Rayner · Journal of Geophysical Research Atmospheres · 2007 · 440 citations · Full text

, , +17

Bayesian Inference for Nonnegative Matrix Factorisation Models

Ali Taylan Cemgil · Computational Intelligence and Neuroscience · 2009 · 344 citations · Full text

, , +16

1–5 of 309

Authors

908

  1. YZ
    Yonggang Zhang

    Harbin Engineering University, China

    20 publications · 2.8K citations

    20

    h-index

  2. YH
    Yulong Huang

    Harbin Engineering University, China

    19 publications · 2.7K citations

    19

    h-index

  3. JA
    Jonathon A. Chambers

    Newcastle University, United Kingdom

    11 publications · 2.3K citations

    11

    h-index

  4. GJ
    Guangle Jia

    Harbin Engineering University, China

    7 publications · 351 citations

    7

    h-index

  5. HL
    Henry Leung

    University of Calgary, Canada

    7 publications · 525 citations

    7

    h-index

1–5 of 908

Institutions

346

  1. Harbin Engineering University

    Harbin, China

    24 h-index

    94 publications

    10K citations

  2. Northwestern Polytechnical University

    Xi'an, China

    13 h-index

    53 publications

    1.9K citations

  3. University College London

    London, United Kingdom

    13 h-index

    30 publications

    2.7K citations

  4. Xi'an Jiaotong University

    Xi'an, China

    12 h-index

    31 publications

    1.2K citations

  5. Southeast University

    Nanjing, China

    11 h-index

    31 publications

    929 citations

  6. Newcastle University

    Newcastle upon Tyne, United Kingdom

    11 h-index

    18 publications

    2.3K citations

  7. University of Electronic Science and Technology of China

    Chengdu, China

    10 h-index

    27 publications

    1.3K citations

  8. Harbin Institute of Technology

    Harbin, China

    10 h-index

    16 publications

    2K citations

1–8 of 346

Venues

  1. IEEE Transactions on Signal Processing

    20 publications · 1.2K citations

    18

    h-index

  2. IEEE Access

    11 publications · 280 citations

    11

    h-index

  3. IEEE Sensors Journal

    11 publications · 432 citations

    10

    h-index

  4. 10

    h-index

  5. Signal Processing

    9 publications · 287 citations

    9

    h-index

1–5