Concepedia

Adaptive System Identification

Adaptive System Identification is a system identification method that dynamically adjusts its parameters or structure in real time to accurately model time-varying or uncertain systems, distinguishing itself from static identification techniques through its inherent capacity for online learning and continuous refinement.

578

Publications

27.6K

Citations

1.2K

Authors

551

Institutions

Publications per year

2017–2026

98

Parents

Publications

578

Sparse LMS for system identification

Yilun Chen, Yuantao Gu, Alfred O. Hero · 2009 · 651 citations

, , +12

Canonical variate analysis in identification, filtering, and adaptive control

Wallace E. Larimore · 1990 · 564 citations

, , +16

Adaptive Nonlinear System Identification with Echo State Networks

Herbert Jaeger · 2002 · 533 citations

, , +16

$l_{0}$ Norm Constraint LMS Algorithm for Sparse System Identification

IEEE Signal Processing Letters · 2009 · 452 citations · Full text

, , +12

Adaptation and tracking in system identification—A survey

Lennart Ljung, Svante Gunnarsson · Automatica · 1990 · 419 citations

, , +14

1–5 of 578

Authors

1.2K

  1. KS
    Kumpati S. Narendra

    Yale University, United States

    15 publications · 1.5K citations

    13

    h-index

  2. NB
    N.J. Bershad

    University of California, Irvine, United States

    12 publications · 461 citations

    12

    h-index

  3. BD
    Brian D. O. Anderson

    Australian National University, Australia

    7 publications · 773 citations

    7

    h-index

  4. JB
    J.C.M. Bermudez

    Universidade Federal de Santa Catarina, Brazil

    7 publications · 224 citations

    7

    h-index

  5. ID
    Ioan Doré Landau

    Centre National de la Recherche Scientifique, France

    7 publications · 758 citations

    7

    h-index

1–5 of 1.2K

Institutions

551

  1. Yale University

    New Haven, United States

    13 h-index

    28 publications

    2.7K citations

  2. University of California, Irvine

    Irvine, United States

    12 h-index

    13 publications

    514 citations

  3. Australian National University

    Canberra, Australia

    10 h-index

    17 publications

    839 citations

  4. Xi'an Jiaotong University

    Xi'an, China

    10 h-index

    28 publications

    622 citations

  5. Imperial College London

    London, United Kingdom

    9 h-index

    22 publications

    1.6K citations

  6. National and Kapodistrian University of Athens

    Athens, Greece

    9 h-index

    15 publications

    820 citations

  7. Universidade Federal de Santa Catarina

    Florianópolis, Brazil

    8 h-index

    11 publications

    290 citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    7 h-index

    14 publications

    429 citations

1–8 of 551

Venues

  1. IEEE Transactions on Automatic Control

    40 publications · 3.3K citations

    28

    h-index

  2. IEEE Transactions on Signal Processing

    40 publications · 1.9K citations

    24

    h-index

  3. Automatica

    20 publications · 1.9K citations

    18

    h-index

  4. 12

    h-index

  5. 11

    h-index

1–5