Concepedia

Multivariable System Identification

Multivariable System Identification is a system identification methodology that characterizes the dynamic behavior of multiple interrelated input-output variables within a unified mathematical framework, distinguishing itself from univariate approaches by explicitly accounting for cross-couplings and interactions among variables in multivariable processes.

500

Publications

25K

Citations

940

Authors

365

Institutions

Publications per year

2017–2026

84

Parents

Publications

500

Kernel methods in system identification, machine learning and function estimation: A survey

Gianluigi Pillonetto, Francesco Dinuzzo, Tianshi Chen et al. · Automatica · 2014 · 732 citations · Full text

, , +16

Subspace-based multivariable system identification from frequency response data

Tomas McKelvey, Hüseyin Akçay, Lennart Ljung · IEEE Transactions on Automatic Control · 1996 · 535 citations

, , +17

Identification of MIMO non-linear systems using a forward-regression orthogonal estimator

S.A. Billings, Sheng Chen, Michael J. Korenberg · International Journal of Control · 1989 · 504 citations · Full text

, , +10

Instrumental variable methods for system identification

Torsten S�derstr�m, Petre Stoica · Circuits Systems and Signal Processing · 2002 · 431 citations

, , +12

Nonlinear black-box models in system identification: Mathematical foundations

Anatoli Juditsky, Håkan Hjalmarsson, Albert Benveniste et al. · Automatica · 1995 · 405 citations

, , +16

1–5 of 500

Authors

940

  1. FD
    Feng Ding

    Jiangnan University, China

    37 publications · 3.8K citations

    25

    h-index

  2. LX
    Ling Xu

    Jiangnan University, China

    11 publications · 780 citations

    12

    h-index

  3. LL
    Lennart Ljung

    Linköping University, Sweden

    12 publications · 2.1K citations

    12

    h-index

  4. MV
    Michel Verhaegen

    Delft University of Technology, Netherlands

    11 publications · 759 citations

    10

    h-index

  5. DE
    Daniel E. Rivera

    Arizona State University, United States

    9 publications · 425 citations

    9

    h-index

1–5 of 940

Institutions

365

  1. Jiangnan University

    Wuxi, China

    29 h-index

    96 publications

    7.3K citations

  2. Delft University of Technology

    Delft, The Netherlands

    16 h-index

    40 publications

    2.5K citations

  3. Qingdao University of Science and Technology

    Qingdao, China

    15 h-index

    33 publications

    2.4K citations

  4. Linköping University

    Linköping, Sweden

    14 h-index

    25 publications

    5K citations

  5. McMaster University

    Hamilton, Canada

    12 h-index

    18 publications

    1K citations

  6. University of Alberta

    Edmonton, Canada

    11 h-index

    28 publications

    2.6K citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    11 h-index

    30 publications

    1.6K citations

  8. King Abdulaziz University

    Jeddah, Saudi Arabia

    11 h-index

    18 publications

    604 citations

1–8 of 365

Venues

  1. Automatica

    56 publications · 5.6K citations

    32

    h-index

  2. IEEE Transactions on Automatic Control

    39 publications · 3K citations

    25

    h-index

  3. Journal of Process Control

    20 publications · 1.2K citations

    18

    h-index

  4. International Journal of Control

    18 publications · 1.3K citations

    16

    h-index

  5. IFAC Proceedings Volumes

    27 publications · 610 citations

    16

    h-index

1–5