首页> 外文会议>Industrial Electronics and Control Applications, 2005. ICIECA 2005. International Conference on >Pre-Whitened Dithered Signed-Error Constant Modulus Algorithm for Efficient Blind Channel Equalization
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Pre-Whitened Dithered Signed-Error Constant Modulus Algorithm for Efficient Blind Channel Equalization

机译:用于有效盲信道均衡的预白化抖动符号误差常数模算法

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Blind channel equalization has gained great importance in the world of communications. Among a large number of available blind equalization algorithms, the CMA (Constant Modulus Algorithm) enjoys widespread popularity because of its LMS-like complexity and robustness. Two important improvements on the CMA performance are the Dithered Signed-Error CMA (DSE-CMA) and the Pre-Whitened CMA (PW-CMA). The DSE-CMA is an approach to reduce the computational complexity of the CMA while retaining its robustness and the PW-CMA aims at improving the convergence rate of the CMA in case of channels exhibiting large frequency response deviations. In this paper we review the two approaches and propose a new scheme combining the virtues of the two. The combined scheme is computationally simpler than the PW-CMA and provides better convergence than the DSE-CMA. It is particularly suited for the situations where ill-convergence needs to be treated with minimum additional complexity and without loss of robustness.
机译:盲信道均衡在通信领域已变得非常重要。在大量可用的盲均衡算法中,CMA(恒定模量算法)因其类似于LMS的复杂性和鲁棒性而广受欢迎。 CMA性能的两个重要改进是抖动符号错误CMA(DSE-CMA)和预白化CMA(PW-CMA)。 DSE-CMA是一种在保持鲁棒性的同时降低CMA的计算复杂度的方法,而PW-CMA旨在在信道表现出较大频率响应偏差的情况下提高CMA的收敛速度。在本文中,我们回顾了这两种方法,并提出了结合两者优点的新方案。组合方案在计算上比PW-CMA更简单,并且比DSE-CMA提供更好的收敛性。它特别适用于需要以最小的附加复杂度且不损失鲁棒性的情况下解决收敛问题的情况。

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