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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Hauptverfasser: Yamada, I., Slavakis, K., Yukawa, M., Cavalcante, R.L.G.
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creator Yamada, I.
Slavakis, K.
Yukawa, M.
Cavalcante, R.L.G.
description 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
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source IEEE Electronic Library (IEL) Conference Proceedings
subjects Acoustic applications
Acoustic arrays
Acoustic signal processing
Adaptive arrays
Adaptive filters
Adaptive signal processing
Array signal processing
Filtering
Multiaccess communication
Robustness
title Adaptive projected subgradient method and its applications to robust signal processing
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