Nonlinear system identification using deterministic multilevel sequences

Ender M. Ekfioglu; Ahmet H. Kayran

doi:10.1109/ICDSP.2002.1028246

Nonlinear system identification using deterministic multilevel sequences

Ender M. Ekfioglu, Ahmet H. Kayran

Department of Electronics and Communication Engineering

Istanbul Technical University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Abstract

A new exact method of measuring the Volterra kernels of finite order discrete nonlinear systems is presented. The kernels are rearranged in terms of multivariate cross-products in the vector form. The kernel vectors are recursively determined using a deterministic multilevel sequence at the input of the system. Simulation results are given to illustrate the effectiveness of the proposed method.

Original language	English
Title of host publication	2002 14th International Conference on Digital Signal Processing Proceedings, DSP 2002
Editors	A.N. Skodras, A.G. Constantinides
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	947-950
Number of pages	4
ISBN (Electronic)	0780375033
DOIs	https://doi.org/10.1109/ICDSP.2002.1028246
Publication status	Published - 2002
Event	14th International Conference on Digital Signal Processing, DSP 2002 - Santorini, Hellas, Greece Duration: 1 Jul 2002 → 3 Jul 2002

Publication series

Name	International Conference on Digital Signal Processing, DSP
Volume	2

Conference

Conference	14th International Conference on Digital Signal Processing, DSP 2002
Country/Territory	Greece
City	Santorini, Hellas
Period	1/07/02 → 3/07/02

Bibliographical note

Publisher Copyright:
© 2002 IEEE.

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10.1109/ICDSP.2002.1028246

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Ekfioglu, E. M., & Kayran, A. H. (2002). Nonlinear system identification using deterministic multilevel sequences. In A. N. Skodras, & A. G. Constantinides (Eds.), 2002 14th International Conference on Digital Signal Processing Proceedings, DSP 2002 (pp. 947-950). Article 1028246 (International Conference on Digital Signal Processing, DSP; Vol. 2). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICDSP.2002.1028246

Ekfioglu, Ender M. ; Kayran, Ahmet H. / Nonlinear system identification using deterministic multilevel sequences. 2002 14th International Conference on Digital Signal Processing Proceedings, DSP 2002. editor / A.N. Skodras ; A.G. Constantinides. Institute of Electrical and Electronics Engineers Inc., 2002. pp. 947-950 (International Conference on Digital Signal Processing, DSP).

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title = "Nonlinear system identification using deterministic multilevel sequences",

abstract = "A new exact method of measuring the Volterra kernels of finite order discrete nonlinear systems is presented. The kernels are rearranged in terms of multivariate cross-products in the vector form. The kernel vectors are recursively determined using a deterministic multilevel sequence at the input of the system. Simulation results are given to illustrate the effectiveness of the proposed method.",

author = "Ekfioglu, {Ender M.} and Kayran, {Ahmet H.}",

note = "Publisher Copyright: {\textcopyright} 2002 IEEE.; 14th International Conference on Digital Signal Processing, DSP 2002 ; Conference date: 01-07-2002 Through 03-07-2002",

year = "2002",

doi = "10.1109/ICDSP.2002.1028246",

language = "English",

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Ekfioglu, EM & Kayran, AH 2002, Nonlinear system identification using deterministic multilevel sequences. in AN Skodras & AG Constantinides (eds), 2002 14th International Conference on Digital Signal Processing Proceedings, DSP 2002., 1028246, International Conference on Digital Signal Processing, DSP, vol. 2, Institute of Electrical and Electronics Engineers Inc., pp. 947-950, 14th International Conference on Digital Signal Processing, DSP 2002, Santorini, Hellas, Greece, 1/07/02. https://doi.org/10.1109/ICDSP.2002.1028246

Nonlinear system identification using deterministic multilevel sequences. / Ekfioglu, Ender M.; Kayran, Ahmet H.
2002 14th International Conference on Digital Signal Processing Proceedings, DSP 2002. ed. / A.N. Skodras; A.G. Constantinides. Institute of Electrical and Electronics Engineers Inc., 2002. p. 947-950 1028246 (International Conference on Digital Signal Processing, DSP; Vol. 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Kayran, Ahmet H.

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N2 - A new exact method of measuring the Volterra kernels of finite order discrete nonlinear systems is presented. The kernels are rearranged in terms of multivariate cross-products in the vector form. The kernel vectors are recursively determined using a deterministic multilevel sequence at the input of the system. Simulation results are given to illustrate the effectiveness of the proposed method.

AB - A new exact method of measuring the Volterra kernels of finite order discrete nonlinear systems is presented. The kernels are rearranged in terms of multivariate cross-products in the vector form. The kernel vectors are recursively determined using a deterministic multilevel sequence at the input of the system. Simulation results are given to illustrate the effectiveness of the proposed method.

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M3 - Conference contribution

AN - SCOPUS:20344366594

T3 - International Conference on Digital Signal Processing, DSP

SP - 947

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BT - 2002 14th International Conference on Digital Signal Processing Proceedings, DSP 2002

A2 - Skodras, A.N.

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PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 14th International Conference on Digital Signal Processing, DSP 2002

Y2 - 1 July 2002 through 3 July 2002

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Ekfioglu EM, Kayran AH. Nonlinear system identification using deterministic multilevel sequences. In Skodras AN, Constantinides AG, editors, 2002 14th International Conference on Digital Signal Processing Proceedings, DSP 2002. Institute of Electrical and Electronics Engineers Inc. 2002. p. 947-950. 1028246. (International Conference on Digital Signal Processing, DSP). doi: 10.1109/ICDSP.2002.1028246

Nonlinear system identification using deterministic multilevel sequences

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