Title :
Blind Adaptive Equalization with Variable Step Size
Author :
Abdel-Raheem, Esam
Author_Institution :
Univ. of Windsor, Windsor
Abstract :
Summary form only given. This paper presents a Variable Step Size (VSS) technique that is integrated with a Stop-And-Go (SAG) approach for blind adaptive equalization of Quadrature Amplitude Modulation (QAM) signals. The proposed technique is applied to the Constant-Modulus Algorithm (CMA) and the Multi-Modulus Algorithm (MMA). The SAG approach allows the VSS technique to either vary the step size or to hold the previous one depending on a specific error criterion. This leads to the reduction of the amount of computations involved Simulation results show that algorithms with the VSS technique result in less steady-state Mean-Squared Errors (MSEs) than those obtained for algorithms without the VSS technique for the same speed of convergence.
Keywords :
adaptive equalisers; blind equalisers; convergence of numerical methods; mean square error methods; quadrature amplitude modulation; blind adaptive equalization; constant-modulus algorithm; convergence; mean-squared error; multimodulus algorithm; quadrature amplitude modulation signal; stop-and-go approach; variable step size technique; Adaptive equalizers; Blind equalizers; Computational modeling; Convergence; Quadrature amplitude modulation; Variable structure systems; Blind Adaptive Equalization;
Conference_Titel :
Information & Communications Technology, 2006. ICICT '06. ITI 4th International Conference on
Conference_Location :
Cairo
Print_ISBN :
0-7803-9770-3
DOI :
10.1109/ITICT.2006.358232