Variable Step Size Blind Equalization Algorithm Based on Gamma Distribution

摘要：

a variable step size Constant Modulus Algorithm (CMA) based on the gamma distribution is implemented as solutions to optimize the problem of blind equalization. The factor of step size in blind equalization algorithm is varied with gamma variable, in terms of the characteristics of which, the algorithm can search for the globe optimal equalizer weight vector. Simulation results indicate that the convergence rate and the steady Mean Square Errors (MSE) performances of the algorithm proposed are much better than conventional CMA and modified CMA blind equalization algorithms.

关键词： variable step size gamma distribution constant modulus algorithm blind equalization

作者: ZHAO Xiang SUN Jinyong TAN Hanhong

作者单位: School of Applied Science and Technology, Guilin University of Electronic Technology, Guilin, Guangx Department of Mechanics and Electrics, DongGuan NanBo Polytechnic, Dongguan, Guangdong 523083, China

会议类型: 国际会议

会议名称: 2011 International Conference on Information System and Computational Intelligence(2011 IEEE信息系统与计算智能国际会议 ICISCI 2011)

会议地点: 哈尔滨

会议语种:英文

页码: 69-72

在线出版日期: 2011-01-18（万方平台首次上网日期，不代表论文的发表时间）