Title :
A novel variable step size soft decision feedback blind equalizer
Author :
Demir, Merve Abide ; Özen, Ali
Author_Institution :
Elektrik-Elektron. Muhendisligi Bolumu, Karadeniz Teknik Univ., Trabzon, Turkey
Abstract :
The use of soft decisions to mitigate error propagation in a conventional decision feedback equalizer (DFE) is considered for application to blind equalization in this paper. A novel variable step size adjustment method has been proposed to improve the performance of the most commonly used blind equalization technique, constant modulus algorithm (CMA) in this study. Experimental studies have been performed to verify the performance of the proposed method using WiMAX (IEEE 802.16-2004) standard in 3.5 GHz frequency region. The obtained experimental simulation results have demonstrated that the proposed VSS-CMA algorithm with soft decision feedback has considerably better performance than conventional CMA, normalized CMA (N-CMA) and the other VSS-CMA algorithms.
Keywords :
WiMax; blind equalisers; decision feedback equalisers; DFE; IEEE 802.16-2004; N-CMA algorithm; VSS-CMA algorithm; WiMax standard; blind equalization technique; constant modulus algorithm; error propagation; frequency 3.5 GHz; normalized CMA algorithm; variable step-size adjustment method; variable step-size soft-decision feedback blind equalizer; Binary phase shift keying; Decision feedback equalizers; Least squares approximation; Signal processing algorithms; Signal to noise ratio; WiMAX;
Conference_Titel :
Signal Processing and Communications Applications (SIU), 2011 IEEE 19th Conference on
Conference_Location :
Antalya
Print_ISBN :
978-1-4577-0462-8
Electronic_ISBN :
978-1-4577-0461-1
DOI :
10.1109/SIU.2011.5929760