基于卷积编码的异步CDMA信道非线性MMSE干扰消除

S. Gollamudi, Yih-Fang Huang
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引用次数: 3

摘要

本文提出了一种基于栅格的随机扩展异步CDMA信道中卷积编码信号的非线性MMSE估计算法。将作者先前提出的用于无编码系统的迭代非线性MMSE多用户检测方法推广到前向纠错(FEC)编码的CDMA系统。所得到的接收机是一个涡轮式的FEC解码器和多用户检测器的组合,其复杂度与用户数量成线性关系。本文提出的基于栅格的估计算法在FEC码的状态数复杂度上与卷积码最优译码的Viterbi算法相同。仿真结果表明,所提出的消去方案在消去误差、容量增加和对深度衰落的容忍度等方面都比其他三种消去方案有较大的提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Nonlinear MMSE interference cancellation for asynchronous CDMA channels with convolutional coding
A trellis-based algorithm is derived in this paper for nonlinear MMSE estimation of convolutionally encoded signals in asynchronous CDMA channels with random spreading. Iterative nonlinear MMSE multiuser detection, proposed by the authors earlier for uncoded systems, is extended to forward error-correcting (FEC) coded CDMA systems by employing this algorithm. The resulting receiver is a Turbo-like combined FEC decoder and multiuser detector whose complexity is linear in the number of users. The proposed trellis-based estimation algorithm has the same order of complexity in the number of states of the FEC code as the Viterbi algorithm for optimal decoding of convolutional codes. Simulation results indicate that the proposed cancellation scheme can offer substantial improvement in performance over three other schemes in terms of cancellation error, capacity increase and tolerance to deep fades.
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