Title :
On normalized data-reusing and affine-projections algorithms
Author :
de Campos, M.L.R. ; Diniz, P.S.R. ; Apolinario, J.A.
Author_Institution :
COPPE, Univ. Fed. do Rio de Janeiro, Brazil
Abstract :
This paper addresses the comparison between data-reusing LMS algorithms and the affine-projections algorithm. The normalized new data-reusing LMS (NNDR-LMS) algorithm, the binormalized data-reusing LMS (BNDR-LMS) algorithm, and the affine-projections (AP) algorithm are briefly presented within a common framework and their relationships are clarified. Topics such as equivalence of algorithms, graphical representation, and computational complexity are discussed
Keywords :
adaptive filters; computational complexity; filtering theory; least mean squares methods; LMS algorithms; adaptive filtering; affine-projections algorithms; algorithm equivalence; binormalized data-reusing LMS; computational complexity; graphical representation; normalized data-reusing; Algorithm design and analysis; Computational complexity; Convergence; Equations; Least squares approximation; Least squares methods; Resonance light scattering; Signal to noise ratio;
Conference_Titel :
Electronics, Circuits and Systems, 1999. Proceedings of ICECS '99. The 6th IEEE International Conference on
Conference_Location :
Pafos
Print_ISBN :
0-7803-5682-9
DOI :
10.1109/ICECS.1999.813240
