Performance analysis of adaptive lattice filters for impulsive signals

M. H. Kahaei; M. Deriche; B. Boashash

Performance analysis of adaptive lattice filters for impulsive signals

M. H. Kahaei
, M. Deriche
, B. Boashash

Queensland University of Technology

Research output: Contribution to conference › Paper › peer-review

3 Scopus citations

Abstract

The existence of impulsive signals with α-stable non-Gaussian distributions has already been reported in some applications. In this paper, a new adaptive lattice algorithm is proposed for adaptive filtering of α-stable AR processes. The performance of this algorithm is compared to that of other stochastic gradient-based algorithms for stable AR processes for different α's. It is shown that the proposed algorithm achieves a superior convergence speed with respect to the other algorithms.

Original language	English
Pages	77-80
Number of pages	4
State	Published - 1997
Externally published	Yes
Event	Proceedings of the 1997 IEEE TENCON Conference. Part 1 (of 2) - Brisbane, Australia Duration: 2 Dec 1997 → 4 Dec 1997

Conference

Conference	Proceedings of the 1997 IEEE TENCON Conference. Part 1 (of 2)
City	Brisbane, Australia
Period	2/12/97 → 4/12/97

Cite this

@conference{bc7cb070c2234221916ba7d1a3dcb572,

title = "Performance analysis of adaptive lattice filters for impulsive signals",

abstract = "The existence of impulsive signals with α-stable non-Gaussian distributions has already been reported in some applications. In this paper, a new adaptive lattice algorithm is proposed for adaptive filtering of α-stable AR processes. The performance of this algorithm is compared to that of other stochastic gradient-based algorithms for stable AR processes for different α's. It is shown that the proposed algorithm achieves a superior convergence speed with respect to the other algorithms.",

author = "Kahaei, \{M. H.\} and M. Deriche and B. Boashash",

year = "1997",

language = "English",

pages = "77--80",

note = "Proceedings of the 1997 IEEE TENCON Conference. Part 1 (of 2) ; Conference date: 02-12-1997 Through 04-12-1997",

}

TY - CONF

T1 - Performance analysis of adaptive lattice filters for impulsive signals

AU - Kahaei, M. H.

AU - Deriche, M.

AU - Boashash, B.

PY - 1997

Y1 - 1997

N2 - The existence of impulsive signals with α-stable non-Gaussian distributions has already been reported in some applications. In this paper, a new adaptive lattice algorithm is proposed for adaptive filtering of α-stable AR processes. The performance of this algorithm is compared to that of other stochastic gradient-based algorithms for stable AR processes for different α's. It is shown that the proposed algorithm achieves a superior convergence speed with respect to the other algorithms.

AB - The existence of impulsive signals with α-stable non-Gaussian distributions has already been reported in some applications. In this paper, a new adaptive lattice algorithm is proposed for adaptive filtering of α-stable AR processes. The performance of this algorithm is compared to that of other stochastic gradient-based algorithms for stable AR processes for different α's. It is shown that the proposed algorithm achieves a superior convergence speed with respect to the other algorithms.

UR - https://www.scopus.com/pages/publications/0031368547

M3 - Paper

AN - SCOPUS:0031368547

SP - 77

EP - 80

T2 - Proceedings of the 1997 IEEE TENCON Conference. Part 1 (of 2)

Y2 - 2 December 1997 through 4 December 1997

ER -

Performance analysis of adaptive lattice filters for impulsive signals

Abstract

Conference

Other files and links

Fingerprint

Cite this