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|Title:||Analysis of the frequency-domain block LMS algorithm|
|Authors:||Chan, Kheong Sann|
|Source:||Chan, Kheong Sann,Farhang-Boroujeny, B. (2000). Analysis of the frequency-domain block LMS algorithm. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 1 : 380-383. ScholarBank@NUS Repository.|
|Abstract:||In this paper, we present a new rigorous analysis of the FBLMS algorithm. We derive the equations which control the expected convergence of the FBLMS algorithm and then go on to analyze the eigenvalues of the matrix which controls the convergence behaviour of the FBLMS algorithm. Using Gerschgorin's theorem, we then show that all the eigenvalues of the normalized constrained and unconstrained FBLMS algorithms tend asymptotically towards the same value.|
|Source Title:||ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings|
|Appears in Collections:||Staff Publications|
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