Title :
Sliding window adaptive Constant Modulus Algorithm based on complex Hyperbolic Givens rotations
Author :
Boudjellal, A. ; Abed-Meraim, Karim ; Belouchrani, A. ; Ravier, Ph
Author_Institution :
Prisme Lab., Polytech´Orleans, Orleans, France
Abstract :
This paper proposes a new adaptive Constant Modulus Algorithm (CMA) for the blind separation of communication signals. Although many existing CMA-like algorithms have been proposed in the literature, their efficiency in terms of convergence rate and separation quality is still relatively low. We introduce herein a new adaptive technique based on the use of complex Hyperbolic Givens rotations which shows very good performance as illustrated by the simulation results and comparative study provided at the end of the paper.
Keywords :
blind source separation; CMA-like algorithms; blind separation; communication signals; complex Hyperbolic Givens rotations; sliding window adaptive constant modulus algorithm; Abstracts; Integrated circuits; Jacobian matrices; Adaptive CMA; Constant Modulus Algorithm (CMA); Hyperbolic Givens Rotations;
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2013 Proceedings of the 21st European
Conference_Location :
Marrakech