Concepedia

Narx Model Identification

NARX Model Identification is the systematic process of determining the structure and parameters of a Nonlinear Autoregressive with eXogenous inputs (NARX) model through data-driven estimation techniques to represent dynamic systems in discrete time.

245

Publications

9.6K

Citations

697

Authors

292

Institutions

Publications per year

2017–2026

101

Parents

Publications

245

Long-term time series prediction with the NARX network: An empirical evaluation

José Maria P. Menezes, Guilherme A. Barreto · Neurocomputing · 2008 · 451 citations

, , +11

Constructing NARMAX models using ARMAX models

Tor Arne Johansen, Bjarne Foss · International Journal of Control · 1993 · 361 citations

, , +15

Practical identification of NARMAX models using radial basis functions

Sheng Chen, S.A. Billings, C.F.N. Cowan et al. · International Journal of Control · 1990 · 304 citations

, , +16

An identification algorithm for polynomial NARX models based on simulation error minimization

Luigi Piroddi, W. Spinelli · International Journal of Control · 2003 · 215 citations

, , +14

A prediction-error and stepwise-regression estimation algorithm for non-linear systems

S.A. Billings, Wong Shaw Voon · International Journal of Control · 1986 · 185 citations

, , +16

1–5 of 245

Authors

697

  1. LP
    Luigi Piroddi

    Politecnico di Milano, Italy

    11 publications · 563 citations

    10

    h-index

  2. SB
    S.A. Billings

    University of Sheffield, United Kingdom

    11 publications · 517 citations

    10

    h-index

  3. AI
    Ahmad Ihsan Mohd Yassin

    Universiti Teknologi MARA, Malaysia

    8 publications · 151 citations

    8

    h-index

  4. MN
    Mohd Nasir Taib

    Universiti Teknologi MARA, Malaysia

    7 publications · 107 citations

    7

    h-index

  5. HW
    Hua‐Liang Wei

    University of Sheffield, United Kingdom

    6 publications · 193 citations

    6

    h-index

1–5 of 697

Institutions

292

  1. University of Sheffield

    Sheffield, United Kingdom

    17 h-index

    51 publications

    2.4K citations

  2. Universiti Teknologi MARA

    Shah Alam, Malaysia

    11 h-index

    53 publications

    1.3K citations

  3. Politecnico di Milano

    Milan, Italy

    10 h-index

    30 publications

    1.3K citations

  4. Harbin Institute of Technology

    Harbin, China

    5 h-index

    14 publications

    291 citations

  5. Beihang University

    Beijing, China

    4 h-index

    8 publications

    180 citations

  6. University of Ferrara

    Ferrara, Italy

    4 h-index

    14 publications

    546 citations

  7. University of Parma

    Parma, Italy

    4 h-index

    4 publications

    172 citations

  8. Universiti Teknologi Petronas

    Ipoh, Malaysia

    4 h-index

    15 publications

    772 citations

1–8 of 292

Venues

  1. International Journal of Control

    9 publications · 1.2K citations

    9

    h-index

  2. IFAC-PapersOnLine

    6 publications · 279 citations

    6

    h-index

  3. Automatica

    5 publications · 193 citations

    5

    h-index

  4. Sensors

    4 publications · 168 citations

    4

    h-index

  5. Mechanical Systems and Signal Processing

    MSSP · 4 publications · 138 citations

    4

    h-index

1–5