Title :
On the Constant Modulus Criterion: A New Algorithm
Author :
Ikhlef, Aissa ; Abed-Meraim, Karim ; Le Guennec, Daniel
Author_Institution :
Ecole Polytech. de Louvain, Univ. Catholique de Louvain, Louvain-la-Neuve, Belgium
Abstract :
In this paper, we propose a new iterative algorithm for the minimization of the constant modulus (CM) criterion. It is composed of two stages: Prewhitening followed by complex Givens rotations, whence the name Givens CMA (GCMA). Initially, prewhitening reduces the channel matrix into a unitary matrix. Subsequently, this unitary matrix is computed via complex Givens rotations by minimizing the CM criterion. The proposed algorithm provides similar or even better performance than the Analytical CMA (ACMA) algorithm at reduced computational cost. Some simulation results are provided to illustrate the effectiveness of the proposed algorithm.
Keywords :
MIMO communication; blind source separation; iterative methods; matrix algebra; ACMA algorithm; GCMA algorithm; Givens CMA algorithm; MIMO systems; analytical CMA; blind signal separation; channel matrix; complex Givens rotation stage; constant modulus criterion minimization; iterative algorithm; prewhitening stage; unitary matrix; Additive noise; Algorithm design and analysis; Blind source separation; Communications Society; Iterative algorithms; Least squares methods; MIMO; Minimization methods; Performance analysis; Telecommunications;
Conference_Titel :
Communications (ICC), 2010 IEEE International Conference on
Conference_Location :
Cape Town
Print_ISBN :
978-1-4244-6402-9
DOI :
10.1109/ICC.2010.5502676