TY - GEN
T1 - Adaptive projected subgradient method and its applications to robust signal processing
AU - Yamada, Isao
AU - Slavakis, Konstantinos
AU - Yukawa, Masahiro
AU - Cavalcante, Renato L.G.
N1 - Funding Information:
P. Sava and colleagues at Colorado School of Mines are thanked for making available the sfttifd2d and sfttifd3d codes, on which the sfttifd2d_topo and sfttifd3d_topo programs are based. I acknowledge the support of the UWA:RM Consortium sponsors. This work was supported by resources provided by the Pawsey Supercomputing Centre with funding from the Australian Government and the Government of Western Australia. Analytic coordinate system geometry results were verified using the Mathematica software package (http://www.wolfram.com/mathematica/). Reproducible numerical examples were generated using the Madagascar package (http://www.ahay.org).
PY - 2006
Y1 - 2006
N2 - 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.
AB - 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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M3 - Conference contribution
AN - SCOPUS:34547312318
SN - 0780393902
SN - 9780780393905
T3 - Proceedings - IEEE International Symposium on Circuits and Systems
SP - 269
EP - 272
BT - ISCAS 2006
T2 - ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems
Y2 - 21 May 2006 through 24 May 2006
ER -