Adaptive projected subgradient method and its applications to robust signal processing

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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

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 languageEnglish
Title of host publicationProceedings - IEEE International Symposium on Circuits and Systems
Pages269-272
Number of pages4
Publication statusPublished - 2006
Externally publishedYes
EventISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems - Kos, Greece
Duration: 2006 May 212006 May 24

Other

OtherISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems
CountryGreece
CityKos
Period06/5/2106/5/24

Fingerprint

Beamforming
Antenna arrays
Code division multiple access
Signal processing
Acoustics

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Electrical and Electronic Engineering

Cite this

Yamada, I., Slavakis, K., Yukawa, M., & Cavalcante, R. L. G. (2006). Adaptive projected subgradient method and its applications to robust signal processing. In Proceedings - IEEE International Symposium on Circuits and Systems (pp. 269-272). [1692574]

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

Proceedings - IEEE International Symposium on Circuits and Systems. 2006. p. 269-272 1692574.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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