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Joint transmitter-receiver optimization for partial response channels based on nonmaximally decimated filterbank precoding technique

机译:基于非最大抽取滤波器组预编码技术的部分响应信道的收发器联合优化

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摘要

Transmitter and receiver filter design plays a key role in communication systems with partial response channels. For a partial response system, a nonmaximally decimated multirate filter bank can be used as a precoder. Based on the MMSE criterion, a closed-form solution to the joint transmitter-receiver optimization problem for noisy partial response channels is presented in this paper. It is found that the redundancy introduced by the nonmaximally decimated filter bank precoder can compensate for spectral nulls in partial response channels that can impair several known joint optimization methods. Simulation results corroborate the analysis that joint transmitter-receiver optimization can achieve significant performance improvement over inverse filter receiver and receiver optimization schemes.
机译:发射器和接收器滤波器设计在具有部分响应通道的通信系统中起着关键作用。对于部分响应系统,可以将非最大抽取的多速率滤波器组用作预编码器。基于MMSE准则,提出了一种针对有噪声的部分响应通道的联合收发器优化问题的闭式解。已经发现,由非最大抽取滤波器组预编码器引入的冗余可以补偿部分响应信道中的频谱空白,这会损害几种已知的联合优化方法。仿真结果证实了这样的分析,即发射机和接收机联合优化可以实现比逆滤波器接收机和接收机优化方案显着改善的性能。

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