Title :
Increasing the speed of convergence of the constant modulus algorithm for blind channel equalization
Author :
Nelatury, Sudarshan Rao ; Rao, Sathyanarayan S.
Author_Institution :
Dept. of Electr. & Comput. Eng., Villanova Univ., PA, USA
fDate :
6/1/2002 12:00:00 AM
Abstract :
The constant modulus algorithm (CMA) is an excellent technique for blind channel equalization. A signed error version of CMA (SE-CMA) and dithered signed error version (DSE-CMA) have been proposed which afford overall computational efficiency. We propose three different error functions for faster convergence. This would be essential for communication systems, which cannot afford a high startup delay or for systems, where the channel´s impulse response is rapidly fluctuating. One of these algorithms relies on the idea of a variable step size, which increases the rate of convergence
Keywords :
blind equalisers; convergence of numerical methods; error analysis; telecommunication channels; transient response; BPSK; CMA; DSE-CMA; SE-CMA; blind channel equalization; channel impulse response; computational efficiency; constant modulus algorithm; convergence rate; convergence speed; dithered signed error CMA; error functions; signed error CMA; startup delay; variable step size; Adaptive algorithm; Algorithm design and analysis; Binary phase shift keying; Blind equalizers; Computational efficiency; Convergence; Delay lines; Delay systems; Error correction; Robustness;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2002.1010603