Adaptive projected subgradient method and its applications to robust signal processing

Isao Yamada; Konstantinos Slavakis; Masahiro Yukawa; Renato L.G. Cavalcante

Adaptive projected subgradient method and its applications to robust signal processing

Isao Yamada, Konstantinos Slavakis, Masahiro Yukawa, Renato L.G. Cavalcante

Digital Technology Center

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

2 Scopus citations

Abstract

The adaptive projected subgradient method offers a unified mathematical perspective for the adaptive (set-membership / set-theoretic) filtering schemes. In this paper, we introduce an overview of its recent theoretical advances and successful applications to robust signal processing problems including the stereo acoustic echo canceling, the MAI suppression in DS/CDMA receivers, and the robust adaptive beamforming with array antenna systems.

Original language	English (US)
Title of host publication	ISCAS 2006
Subtitle of host publication	2006 IEEE International Symposium on Circuits and Systems, Proceedings
Pages	269-272
Number of pages	4
State	Published - Dec 1 2006
Event	ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems - Kos, Greece Duration: May 21 2006 → May 24 2006

Publication series

Name	Proceedings - IEEE International Symposium on Circuits and Systems
ISSN (Print)	0271-4310

Other

Other	ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems
Country	Greece
City	Kos
Period	5/21/06 → 5/24/06

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Adaptive projected subgradient method and its applications to robust signal processing. / Yamada, Isao; Slavakis, Konstantinos; Yukawa, Masahiro; Cavalcante, Renato L.G.

ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems, Proceedings. 2006. p. 269-272 1692574 (Proceedings - IEEE International Symposium on Circuits and Systems).

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

Yamada, I, Slavakis, K, Yukawa, M & Cavalcante, RLG 2006, Adaptive projected subgradient method and its applications to robust signal processing. in ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems, Proceedings., 1692574, Proceedings - IEEE International Symposium on Circuits and Systems, pp. 269-272, ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems, Kos, Greece, 5/21/06.

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