An Investigation of the Wiener Approach for Nonlinear System Identification Benchmarks

School of Engineering

Electronic data

BookOfAbstracts2018
893 KB, PDF document

Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

Published

Standard

An Investigation of the Wiener Approach for Nonlinear System Identification Benchmarks. / Montazeri, Allahyar; Arefi, Mohammad M.; Kazemi, Mehdi.
2018. Paper presented at Workshop on Nonlinear System Identification Benchmarks, Liege, Belgium.

Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

Harvard

Montazeri, A, Arefi, MM & Kazemi, M 2018, 'An Investigation of the Wiener Approach for Nonlinear System Identification Benchmarks', Paper presented at Workshop on Nonlinear System Identification Benchmarks, Liege, Belgium, 11/04/18 - 13/04/18.

APA

Montazeri, A., Arefi, M. M., & Kazemi, M. (2018). An Investigation of the Wiener Approach for Nonlinear System Identification Benchmarks. Paper presented at Workshop on Nonlinear System Identification Benchmarks, Liege, Belgium.

Vancouver

Montazeri A, Arefi MM, Kazemi M. An Investigation of the Wiener Approach for Nonlinear System Identification Benchmarks. 2018. Paper presented at Workshop on Nonlinear System Identification Benchmarks, Liege, Belgium.

Author

Montazeri, Allahyar ; Arefi, Mohammad M. ; Kazemi, Mehdi. / An Investigation of the Wiener Approach for Nonlinear System Identification Benchmarks. Paper presented at Workshop on Nonlinear System Identification Benchmarks, Liege, Belgium.

Bibtex

@conference{992fa42b880e44d4b865913fdfcc0406,

title = "An Investigation of the Wiener Approach for Nonlinear System Identification Benchmarks",

abstract = "We evaluate the effectiveness of the Wiener model structure in modeling of the given benchmark problems. Two different approaches are proposed for parameter estimation. The results are compared for three problems, i.e. Silver Box, Wiener-Hammerstein, and Wiener-Hammerstein with noise. The aim is to evaluate the capability of the algorithms on the other benchmark problems in future works as well.",

author = "Allahyar Montazeri and Arefi, {Mohammad M.} and Mehdi Kazemi",

year = "2018",

month = apr,

language = "English",

note = "Workshop on Nonlinear System Identification Benchmarks ; Conference date: 11-04-2018 Through 13-04-2018",

url = "http://www.nonlinearbenchmark.org/index.html",

}

RIS

TY - CONF

T1 - An Investigation of the Wiener Approach for Nonlinear System Identification Benchmarks

AU - Montazeri, Allahyar

AU - Arefi, Mohammad M.

AU - Kazemi, Mehdi

PY - 2018/4

Y1 - 2018/4

N2 - We evaluate the effectiveness of the Wiener model structure in modeling of the given benchmark problems. Two different approaches are proposed for parameter estimation. The results are compared for three problems, i.e. Silver Box, Wiener-Hammerstein, and Wiener-Hammerstein with noise. The aim is to evaluate the capability of the algorithms on the other benchmark problems in future works as well.

AB - We evaluate the effectiveness of the Wiener model structure in modeling of the given benchmark problems. Two different approaches are proposed for parameter estimation. The results are compared for three problems, i.e. Silver Box, Wiener-Hammerstein, and Wiener-Hammerstein with noise. The aim is to evaluate the capability of the algorithms on the other benchmark problems in future works as well.

UR - http://www.nonlinearbenchmark.org/benchmarkHistory.html

UR - http://www.nonlinearbenchmark.org/FILES/BenchmarkWorkshop2018_Abstracts.pdf

M3 - Conference paper

T2 - Workshop on Nonlinear System Identification Benchmarks

Y2 - 11 April 2018 through 13 April 2018

ER -

Research

Electronic data