常模算法(CMA)用于CDMA通信系统

P. He, T. Tjhung, L. Rasmussen
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引用次数: 12

摘要

基于恒模算法(CMA)的盲自适应多用户检测受到了广泛的关注。在之前提出的盲检测器中,CMA被应用于芯片匹配滤波器的输出。在本文中,我们考虑在与每个用户的签名波形相匹配的一组滤波器的输出处使用CMA。为简便起见,采用了同步码分多址(CDMA)系统。对盲检测器的收敛性能进行了分析,结果表明,在码间干扰信道中使用有限抽头均衡器的实际戈达德算法不存在稳定的非期望平衡。然而,排列模糊和相位模糊是存在的。为了避免排列和相位模糊,在CMA中引入了约束条件,并通过分析和仿真验证了约束条件的有效性。当每个用户的CMA收敛到期望解时,盲检测器正在接近去相关检测器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Constant modulus algorithm (CMA) for CDMA communications systems
Blind adaptive multiuser detection based on the constant modulus algorithm (CMA) has received a lot of attention. In the blind detectors proposed previously, the CMA is applied to the output of the chip match filters. In this paper, we consider the use of the CMA at the output of a bank of filters matched to the signature waveforms of each user. For simplicity, a synchronous code division multiple access (CDMA) system is adopted. The convergence performance of the blind detector is also analyzed and the results indicate that the CMA does not have the stable undesired equilibrium, which has been proven to exist for the practical Goddard algorithm with the finite tap equalizer when used in intersymbol interference (ISI) channels. However, the permutation ambiguity and the phase ambiguity occur. To avoid the permutation and phase ambiguities, some constraints are introduced into the CMA and their validity is also proven by analysis and simulations. When the CMA for each user converges to the desired solution, the blind detector is approaching to the decorrelating detector.
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