Quasi-Optimal Stepsize Strategy for Givens Parameterized Independent Component Analysis
published by Aِl-Baath University
in 2016
in Mechanical and Electrical Engineering
and research's language is
العربية
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Abstract in English
In this paper, we propose an efficient strategy for calculating
quasi-optimal stepsizes for the Givens-parameterized deflationary
ICA algorithm, DelLR.
References used
ALBERA L, KACHENOURA A, COMON P, KARFOUL A, WENDLING F, SENHADJI L and MERLET I, 2012. ICAbased EEG denoising: a comparative analysis of fifteen methods. Special Issue of the Bulletin of the Polish Academy of Sciences - Technical sciences, 60(3):407–418
CARDOSO J.F and SOULOUMIAC A, 1996. Jacobi angles for simultaneous diagonalization. SIAM Journal Matrix Analysis and Applications, 17(1):161–164
DELFOSSE N and LOUBATON P, 1995. Adaptive blind separation of independent sources: a deflation approach. Signal Processing, 45:59–83