Title :
Adaptive blind equalization algorithm for QAM signals in OFDM systems by GI-restoration
Author :
Alayyan, Faisal O. ; Zoubir, Abdelhak M. ; Leung, Yee Hong
Author_Institution :
Etisalat Univ. Coll., Sharjah
Abstract :
In this paper, a new blind equalization algorithm is proposed based on guard interval (GI)-restoral property for quadrature amplitude modulation (QAM) signals. The proposed algorithm utilizes existing redundancy in the time domain to completely eliminates inter-symbol-interference. We prove that the usage of GI-restoral property is sufficient to obtain a zero-forcing equalizer of the channel. The main advantage of this approach resides in its simplicity as the equalizer coefficients are estimated using a second-order least square fitting (LSF) scheme. The equalizer uses the LSF in the initial phase and then switches to a proposed constant modulus algorithm (CMA). The proposed CMA is constructed through the exploitation of a fully data information. To achieve a dramatic improvement in equalization performance, a modified CMA (MCMA) is proposed for OFDM systems based on cyclic prefixing approach. The resulting scheme provides a state-of-the-art low complexity with superior performance blind equalization. Extensive simulation shows that LSF-MCMA has a better steady-state equalization performance than LSF-CMA.
Keywords :
OFDM modulation; adaptive equalisers; blind equalisers; communication complexity; interference suppression; intersymbol interference; least squares approximations; quadrature amplitude modulation; signal restoration; time-domain analysis; OFDM system; adaptive blind equalization algorithm; communication complexity; constant modulus algorithm; cyclic prefixing approach; guard interval restoration; intersymbol-interference elimination; quadrature amplitude modulation signal; second-order least square fitting scheme; time domain analysis; zero-forcing channel equalizer; Adaptive equalizers; Blind equalizers; Convergence; Intersymbol interference; OFDM; Quadrature amplitude modulation; Redundancy; Signal processing algorithms; Steady-state; Switches; Adaptive blind equalization algorithm; CMA; GI-restoral property; MCMA; OFDM;
Conference_Titel :
Signal Processing and Its Applications, 2007. ISSPA 2007. 9th International Symposium on
Conference_Location :
Sharjah
Print_ISBN :
978-1-4244-0778-1
Electronic_ISBN :
978-1-4244-1779-8
DOI :
10.1109/ISSPA.2007.4555590