Synthesis and Generation of Random Fields in Nonlinear Environment

Jarosław Figwer

doi:10.1007/978-3-030-50936-1_56

Synthesis and Generation of Random Fields in Nonlinear Environment

Jarosław Figwer

Department of Measurements and Control Systems (RAU/RAU2)

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

Abstract

In the paper, a generalisation of the method used for adaptive generation of random fields in linear environment to the case of synthesis and generation of such fields in a nonlinear environment is presented. The random fields to be synthesised and generated are defined by their power spectral density functions. Realisations of the random fields to be generated are obtained using a synthesis and simulation method of power spectral defined random processes based on multisine random time-series. Generation of the corresponding random fields in the nonlinear environment is aided by active noise control systems used to attenuate unwanted random noise present in this environment.

Original language	English
Title of host publication	Advanced, Contemporary Control - Proceedings of KKA 2020—The 20th Polish Control Conference, 2020
Editors	Andrzej Bartoszewicz, Jacek Kabzinski, Janusz Kacprzyk
Publisher	Springer
Pages	665-677
Number of pages	13
ISBN (Print)	9783030509354
DOIs	https://doi.org/10.1007/978-3-030-50936-1_56
Publication status	Published - 2020
Event	20th Polish Control Conference, PCC 2020 - Lodz, Poland Duration: 22 Jun 2020 → 24 Jun 2020

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	1196 AISC
ISSN (Print)	2194-5357
ISSN (Electronic)	2194-5365

Conference

Conference	20th Polish Control Conference, PCC 2020
Country/Territory	Poland
City	Lodz
Period	22/06/20 → 24/06/20

Keywords

Active noise control
Multisine random time-series
Nonlinear systems
Random fields

ASJC Scopus subject areas

Control and Systems Engineering
General Computer Science

Access to Document

10.1007/978-3-030-50936-1_56

Cite this

Figwer, J. (2020). Synthesis and Generation of Random Fields in Nonlinear Environment. In A. Bartoszewicz, J. Kabzinski, & J. Kacprzyk (Eds.), Advanced, Contemporary Control - Proceedings of KKA 2020—The 20th Polish Control Conference, 2020 (pp. 665-677). (Advances in Intelligent Systems and Computing; Vol. 1196 AISC). Springer. https://doi.org/10.1007/978-3-030-50936-1_56

@inproceedings{3f6ed62a7a2f41f1af24a18ed79f1a0e,

title = "Synthesis and Generation of Random Fields in Nonlinear Environment",

abstract = "In the paper, a generalisation of the method used for adaptive generation of random fields in linear environment to the case of synthesis and generation of such fields in a nonlinear environment is presented. The random fields to be synthesised and generated are defined by their power spectral density functions. Realisations of the random fields to be generated are obtained using a synthesis and simulation method of power spectral defined random processes based on multisine random time-series. Generation of the corresponding random fields in the nonlinear environment is aided by active noise control systems used to attenuate unwanted random noise present in this environment.",

keywords = "Active noise control, Multisine random time-series, Nonlinear systems, Random fields",

author = "Jaros{\l}aw Figwer",

note = "Publisher Copyright: {\textcopyright} 2020, Springer Nature Switzerland AG.; 20th Polish Control Conference, PCC 2020 ; Conference date: 22-06-2020 Through 24-06-2020",

year = "2020",

doi = "10.1007/978-3-030-50936-1\_56",

language = "English",

isbn = "9783030509354",

series = "Advances in Intelligent Systems and Computing",

publisher = "Springer",

pages = "665--677",

editor = "Andrzej Bartoszewicz and Jacek Kabzinski and Janusz Kacprzyk",

booktitle = "Advanced, Contemporary Control - Proceedings of KKA 2020{\textemdash}The 20th Polish Control Conference, 2020",

address = "Germany",

}

Figwer, J 2020, Synthesis and Generation of Random Fields in Nonlinear Environment. in A Bartoszewicz, J Kabzinski & J Kacprzyk (eds), Advanced, Contemporary Control - Proceedings of KKA 2020—The 20th Polish Control Conference, 2020. Advances in Intelligent Systems and Computing, vol. 1196 AISC, Springer, pp. 665-677, 20th Polish Control Conference, PCC 2020, Lodz, Poland, 22/06/20. https://doi.org/10.1007/978-3-030-50936-1_56

Synthesis and Generation of Random Fields in Nonlinear Environment. / Figwer, Jarosław.
Advanced, Contemporary Control - Proceedings of KKA 2020—The 20th Polish Control Conference, 2020. ed. / Andrzej Bartoszewicz; Jacek Kabzinski; Janusz Kacprzyk. Springer, 2020. p. 665-677 (Advances in Intelligent Systems and Computing; Vol. 1196 AISC).

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

TY - GEN

T1 - Synthesis and Generation of Random Fields in Nonlinear Environment

AU - Figwer, Jarosław

PY - 2020

Y1 - 2020

N2 - In the paper, a generalisation of the method used for adaptive generation of random fields in linear environment to the case of synthesis and generation of such fields in a nonlinear environment is presented. The random fields to be synthesised and generated are defined by their power spectral density functions. Realisations of the random fields to be generated are obtained using a synthesis and simulation method of power spectral defined random processes based on multisine random time-series. Generation of the corresponding random fields in the nonlinear environment is aided by active noise control systems used to attenuate unwanted random noise present in this environment.

AB - In the paper, a generalisation of the method used for adaptive generation of random fields in linear environment to the case of synthesis and generation of such fields in a nonlinear environment is presented. The random fields to be synthesised and generated are defined by their power spectral density functions. Realisations of the random fields to be generated are obtained using a synthesis and simulation method of power spectral defined random processes based on multisine random time-series. Generation of the corresponding random fields in the nonlinear environment is aided by active noise control systems used to attenuate unwanted random noise present in this environment.

KW - Active noise control

KW - Multisine random time-series

KW - Nonlinear systems

KW - Random fields

UR - https://www.scopus.com/pages/publications/85088210048

U2 - 10.1007/978-3-030-50936-1_56

DO - 10.1007/978-3-030-50936-1_56

M3 - Conference contribution

AN - SCOPUS:85088210048

SN - 9783030509354

T3 - Advances in Intelligent Systems and Computing

SP - 665

EP - 677

BT - Advanced, Contemporary Control - Proceedings of KKA 2020—The 20th Polish Control Conference, 2020

A2 - Bartoszewicz, Andrzej

A2 - Kabzinski, Jacek

A2 - Kacprzyk, Janusz

PB - Springer

T2 - 20th Polish Control Conference, PCC 2020

Y2 - 22 June 2020 through 24 June 2020

ER -

Synthesis and Generation of Random Fields in Nonlinear Environment

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this