Title :
Comparison among three blind equalizers using different constellation matched error functions for QAM signals
Author :
Mourad, Hebat-Allah M.
Author_Institution :
Dept. of Electron. & Commun., Cairo Univ.
Abstract :
Although constant modulus algorithm (CMA) is effective to equalize non-minimum phase channels blindly, it suffers from residual intersymbol interference (ISI) and large mean square error (MSE) when applied to higher order constellations (QAM). Methods based on cost function matched to the signal constellation namely alphabet matched algorithm (AMA) were previously reported and proves its superiority on CMA concerning the MSE. Thus dual mode algorithms between CMA and AMA were introduced. A hybrid technique combining CMA and AMA using a cosine square function as a constellation matched error (CME) was lately reported. In this paper two different CME functions are introduced. The MSE of the proposed algorithms are calculated using Matlab simulation under multipath fading channels for different signal to noise ratios (SNR) and different levels of QAM constellations. A comparison is established among them. Depicted results show that the choice of the CME function will mainly depend on the number of constellation points
Keywords :
blind equalisers; fading channels; intersymbol interference; mean square error methods; multipath channels; quadrature amplitude modulation; AMA; CMA; CME; ISI; MSE; Matlab simulation; QAM signal constellation; alphabet matched algorithm; blind equalizer; constant modulus algorithm; constellation matched error; cosine square function; intersymbol interference; mean square error; multipath fading channel; nonminimum phase channel; AWGN; Blind equalizers; Constellation diagram; Convergence; Cost function; Fading; Intersymbol interference; Mean square error methods; Quadrature amplitude modulation; Signal to noise ratio;
Conference_Titel :
Radio Science Conference, 2005. NRSC 2005. Proceedings of the Twenty-Second National
Conference_Location :
Cairo
Print_ISBN :
977-503183-4
DOI :
10.1109/NRSC.2005.194009