Title :
Efficient implementation of adaptive FIR-IFIR filters using the LMS algorithm
Author :
Batista, Eduardo L. O. ; Tobias, Orlando J. ; Seara, Rui
Author_Institution :
Dept. of Electr. Eng., Fed. Univ. of Santa Catarina, Florianopolis, Brazil
Abstract :
This paper presents an approach for effectively implementing adaptive FIR-IFIR filters using the LMS algorithm. The motivation of such an approach is to use IFIR filters with removed boundary effect aiming to eliminate the loss of performance arisen from the FIR-IFIR combination for echo cancellation applications. Thereby, an algorithm with a better trade-off between performance and computational complexity is obtained as compared with other FIR-IFIR approaches. Numerical simulation results are presented attesting the effectiveness of the obtained algorithm.
Keywords :
FIR filters; adaptive filters; computational complexity; echo suppression; LMS algorithm; adaptive FIR-IFIR filters; computational complexity; echo cancellation application; removed boundary effect; Adaptive filters; Computational complexity; DSL; Echo cancellers; Filtering algorithms; Finite impulse response filters; Least squares approximations;
Conference_Titel :
Signal Processing Conference, 2010 18th European
Conference_Location :
Aalborg