Adaptive projected subgradient method and its applications to robust signal processing

Adaptive projected subgradient method and its applications to robust signal processing

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...

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Bibliographische Detailangaben
Hauptverfasser: Yamada, I., Slavakis, K., Yukawa, M., Cavalcante, R.L.G.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Acoustic applications
Acoustic arrays
Acoustic signal processing
Adaptive arrays
Adaptive filters
Adaptive signal processing
Array signal processing
Filtering
Multiaccess communication
Robustness
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Beschreibung
Zusammenfassung: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
ISSN:0271-4302
2158-1525
DOI:10.1109/ISCAS.2006.1692574