The recursive constant modulus algorithm; a new approach for real-time array processing

R. Pickholtz, K. Elbarbary
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引用次数: 24

Abstract

The constant modulus algorithm (CMA) has proved its ability to compensate the severe effect of the multipath interference and co-channel signals on the constant modulus signals. The application limitation of the CMA is mainly due to its slow rate of convergence. The paper presents a new algorithm which keeps the desired properties of the original CMA while it reduces the time required for convergence on the expense of some added mathematical complexity. The algorithm shows stable operations in both cases of compensating the effect of the multipath interference by an adaptive correction filter and separation of cochannel signals by an adaptive array followed by a signal canceler. The proposed algorithm is an order of magnitude faster than the original CMA on the average.<>
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递归常模算法;一种实时阵列处理的新方法
恒模算法(CMA)已被证明能够补偿多径干扰和同信道信号对恒模信号的严重影响。CMA的应用局限性主要在于其收敛速度慢。本文提出了一种新的算法,该算法在保持原CMA的预期性能的同时,以增加数学复杂度为代价,减少了收敛所需的时间。该算法通过自适应校正滤波器补偿多径干扰的影响,通过自适应阵列和信号消去器分离共信道信号,均表现出稳定的运行效果。该算法的平均速度比原始的CMA算法快一个数量级
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