Concepedia

Stochastic System Identification

Stochastic System Identification is a system identification method that belongs to the class of identification techniques and specifically involves the estimation of dynamic models from observed data in the presence of random disturbances, where the distinguishing feature is the explicit incorporation of stochastic processes to characterize noise and uncertainty in the system's behavior.

527

Publications

38.1K

Citations

1K

Authors

458

Institutions

Publications per year

2017–2026

110

Parents

Publications

527

Random Data-Analysis and Measurement Procedures

Julius S. Bendat, Allan G. Piersol, H. Saunders · Journal of vibration and acoustics · 1989 · 6.4K citations · Full text

, , +14

N4SID: Subspace algorithms for the identification of combined deterministic-stochastic systems

Peter Van Overschee, Bart De Moor · Automatica · 1994 · 2K citations

, , +13

Orthogonal least squares methods and their application to non-linear system identification

Sheng Chen, S.A. Billings, Wan Luo · International Journal of Control · 1989 · 1.5K citations

, , +12

Analysis of recursive stochastic algorithms

Lennart Ljung · IEEE Transactions on Automatic Control · 1977 · 1.5K citations

, , +17

Stochastic Approximation Algorithms and Applications

Anatolii A. Puhalskii, Harold J. Kushner, G. George Yin · Journal of the American Statistical Association · 1998 · 1K citations · Full text

, , +14

1–5 of 527

Authors

1K

  1. FD
    Feng Ding

    Jiangnan University, China

    16 publications · 1.8K citations

    15

    h-index

  2. LL
    Lennart Ljung

    Linköping University, Sweden

    9 publications · 1.8K citations

    9

    h-index

  3. SD
    Spilios D. Fassois

    University of Patras, Greece

    9 publications · 275 citations

    9

    h-index

  4. BD
    Bart De Moor

    KU Leuven, Belgium

    8 publications · 3.4K citations

    8

    h-index

  5. NB
    N.J. Bershad

    University of California, Irvine, United States

    8 publications · 267 citations

    8

    h-index

1–5 of 1K

Institutions

458

  1. Jiangnan University

    Wuxi, China

    16 h-index

    41 publications

    4.4K citations

  2. KU Leuven

    Leuven, Belgium

    13 h-index

    25 publications

    7.2K citations

  3. Linköping University

    Linköping, Sweden

    11 h-index

    18 publications

    2.1K citations

  4. Academy of Mathematics and Systems Science

    Beijing, China

    11 h-index

    20 publications

    1.2K citations

  5. University of Patras

    Pátrai, Greece

    9 h-index

    16 publications

    439 citations

  6. KTH Royal Institute of Technology

    Stockholm, Sweden

    9 h-index

    16 publications

    780 citations

  7. Chinese Academy of Sciences

    Beijing, China

    9 h-index

    16 publications

    838 citations

  8. University of California, Irvine

    Irvine, United States

    8 h-index

    8 publications

    267 citations

1–8 of 458

Venues

  1. IEEE Transactions on Automatic Control

    46 publications · 5K citations

    29

    h-index

  2. Automatica

    36 publications · 4.5K citations

    23

    h-index

  3. Mechanical Systems and Signal Processing

    MSSP · 26 publications · 1.9K citations

    22

    h-index

  4. IEEE Transactions on Signal Processing

    17 publications · 662 citations

    16

    h-index

  5. International Journal of Control

    18 publications · 2.7K citations

    12

    h-index

1–5