DocumentCode
1608778
Title
A hyperbolic LMS algorithm for CORDIC based realization
Author
Chakraborty, Mrityunjoy ; Pervin, Suraiya ; Lamba, T.S.
Author_Institution
Dept. of Electron. & Electr. Commun. Eng., Indian Inst. of Technol., Kharagpur, India
fYear
2001
fDate
6/23/1905 12:00:00 AM
Firstpage
373
Lastpage
376
Abstract
An alternate formulation of the LMS algorithm is presented by expressing the mean square error as a convex function of a set of hyperbolic variables that are monotonically related to the filter tap weights. The proposed algorithm is ideally suited to CORDIC-based realization and possesses very good convergence characteristics as revealed via extensive simulation studies
Keywords
adaptive filters; convergence of numerical methods; digital arithmetic; hyperbolic equations; least mean squares methods; signal processing; time-varying systems; CORDIC; LMS Algorithm; convergence; convex function; filter tap weights; hyperbolic variables; mean square error; simulation; time varying system; Adaptive filters; Arithmetic; Convergence; Finite impulse response filter; Least squares approximation; Mean square error methods; Numerical stability; Signal processing algorithms; Time varying systems; Transversal filters;
fLanguage
English
Publisher
ieee
Conference_Titel
Statistical Signal Processing, 2001. Proceedings of the 11th IEEE Signal Processing Workshop on
Print_ISBN
0-7803-7011-2
Type
conf
DOI
10.1109/SSP.2001.955300
Filename
955300
Link To Document