Standard
Reducing the Computational Complexity of an RLS-Based Adaptive Controller in ANVC Applications. /
Montazeri, Allahyar; Poshtan, Javad.
Advances in Computer Science and Engineering: 13th International CSI Computer Conference, CSICC 2008 Kish Island, Iran, March 9-11, 2008 Revised Selected Papers. ed. / Hamid Sarbazi-Azad; Behrooz Parhami; Seyed-Ghassem Miremadi; Shaahin Hessabi. Berlin: SPRINGER-VERLAG BERLIN, 2009. p. 259-266 (COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE; Vol. 6).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Harvard
Montazeri, A & Poshtan, J 2009,
Reducing the Computational Complexity of an RLS-Based Adaptive Controller in ANVC Applications. in H Sarbazi-Azad, B Parhami, S-G Miremadi & S Hessabi (eds),
Advances in Computer Science and Engineering: 13th International CSI Computer Conference, CSICC 2008 Kish Island, Iran, March 9-11, 2008 Revised Selected Papers. COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE, vol. 6, SPRINGER-VERLAG BERLIN, Berlin, pp. 259-266, 13th International-Computer-Society-of-Iran-Computer Conference, Kish Isl,
9/03/08.
https://doi.org/10.1007/978-3-540-89985-3_32
APA
Montazeri, A., & Poshtan, J. (2009).
Reducing the Computational Complexity of an RLS-Based Adaptive Controller in ANVC Applications. In H. Sarbazi-Azad, B. Parhami, S.-G. Miremadi, & S. Hessabi (Eds.),
Advances in Computer Science and Engineering: 13th International CSI Computer Conference, CSICC 2008 Kish Island, Iran, March 9-11, 2008 Revised Selected Papers (pp. 259-266). (COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE; Vol. 6). SPRINGER-VERLAG BERLIN.
https://doi.org/10.1007/978-3-540-89985-3_32
Vancouver
Montazeri A, Poshtan J.
Reducing the Computational Complexity of an RLS-Based Adaptive Controller in ANVC Applications. In Sarbazi-Azad H, Parhami B, Miremadi SG, Hessabi S, editors, Advances in Computer Science and Engineering: 13th International CSI Computer Conference, CSICC 2008 Kish Island, Iran, March 9-11, 2008 Revised Selected Papers. Berlin: SPRINGER-VERLAG BERLIN. 2009. p. 259-266. (COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE). doi: 10.1007/978-3-540-89985-3_32
Author
Bibtex
@inbook{b4ce3046144647308f3e5a0d218127a5,
title = "Reducing the Computational Complexity of an RLS-Based Adaptive Controller in ANVC Applications",
abstract = "In this paper a fast array adaptive IIR filter in active noise and vibration control setup is presented. This fast array implementation is an extended form of the fast array algorithms for FIR filter which is studied in literature before. Since the original algorithm derived for ANVC applications was based on RLS recursion its computational complexity was of order O(n(2)) and it was also vulnerable to round-off and finite precision errors that may occur in real-time implementation of the algorithm. The proposed fast array solution of this algorithm not only reduces its computational complexity to the order of O(n) with the same performance, but also because of its matrix nature it has good numerical stability in real-time applications which is a necessity in active noise and vibration control applications.",
keywords = "SYSTEMS, ANVC, IIR RLS-based adaptive filter, LEAST-SQUARES ALGORITHMS, FILTER, Fast-array algorithm",
author = "Allahyar Montazeri and Javad Poshtan",
year = "2009",
doi = "10.1007/978-3-540-89985-3_32",
language = "English",
isbn = "978-3-540-89984-6",
series = "COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE",
publisher = "SPRINGER-VERLAG BERLIN",
pages = "259--266",
editor = "Hamid Sarbazi-Azad and Behrooz Parhami and Seyed-Ghassem Miremadi and Shaahin Hessabi",
booktitle = "Advances in Computer Science and Engineering",
note = "13th International-Computer-Society-of-Iran-Computer Conference ; Conference date: 09-03-2008 Through 11-03-2008",
}
RIS
TY - CHAP
T1 - Reducing the Computational Complexity of an RLS-Based Adaptive Controller in ANVC Applications
AU - Montazeri, Allahyar
AU - Poshtan, Javad
PY - 2009
Y1 - 2009
N2 - In this paper a fast array adaptive IIR filter in active noise and vibration control setup is presented. This fast array implementation is an extended form of the fast array algorithms for FIR filter which is studied in literature before. Since the original algorithm derived for ANVC applications was based on RLS recursion its computational complexity was of order O(n(2)) and it was also vulnerable to round-off and finite precision errors that may occur in real-time implementation of the algorithm. The proposed fast array solution of this algorithm not only reduces its computational complexity to the order of O(n) with the same performance, but also because of its matrix nature it has good numerical stability in real-time applications which is a necessity in active noise and vibration control applications.
AB - In this paper a fast array adaptive IIR filter in active noise and vibration control setup is presented. This fast array implementation is an extended form of the fast array algorithms for FIR filter which is studied in literature before. Since the original algorithm derived for ANVC applications was based on RLS recursion its computational complexity was of order O(n(2)) and it was also vulnerable to round-off and finite precision errors that may occur in real-time implementation of the algorithm. The proposed fast array solution of this algorithm not only reduces its computational complexity to the order of O(n) with the same performance, but also because of its matrix nature it has good numerical stability in real-time applications which is a necessity in active noise and vibration control applications.
KW - SYSTEMS
KW - ANVC
KW - IIR RLS-based adaptive filter
KW - LEAST-SQUARES ALGORITHMS
KW - FILTER
KW - Fast-array algorithm
U2 - 10.1007/978-3-540-89985-3_32
DO - 10.1007/978-3-540-89985-3_32
M3 - Chapter
SN - 978-3-540-89984-6
T3 - COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
SP - 259
EP - 266
BT - Advances in Computer Science and Engineering
A2 - Sarbazi-Azad, Hamid
A2 - Parhami, Behrooz
A2 - Miremadi, Seyed-Ghassem
A2 - Hessabi, Shaahin
PB - SPRINGER-VERLAG BERLIN
CY - Berlin
T2 - 13th International-Computer-Society-of-Iran-Computer Conference
Y2 - 9 March 2008 through 11 March 2008
ER -
