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CRC-aided iterative optimal detection for MIMO-OFDM systems with linear precoding

机译:具有线性预编码的MIMO-OFDM系统的CRC辅助迭代最优检测

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This paper proposes a novel receiver structure based on soft information for linearly precoded MIMO-OFDM systems. The architecture combines an MMSE-based front end with an iterative technique based on maximum likelihood detection (MLD) in a structure that exhibits two very attractive features. Firstly, it can fully exploit the diversity benefits of spreading the information symbols in the space and frequency domains by optimally estimating them. Secondly, and under the realistic assumption of the presence of a cyclic redundancy check (CRC) mechanism, the far more computationally demanding MLD component needs only be used when the MMSE front end has failed. Simulation results reveal that the MLD iterative mechanism adds only a negligible amount of computations to the simple MMSE detector while significantly improving its performance.
机译:本文针对线性预编码的MIMO-OFDM系统提出了一种基于软信息的新型接收机结构。该体系结构将基于MMSE的前端与基于最大似然检测(MLD)的迭代技术相结合,该结构具有两个非常吸引人的功能。首先,它可以通过最佳估计来充分利用在空间和频域中扩展信息符号的多样性优势。其次,在存在循环冗余校验(CRC)机制的现实假设下,仅在MMSE前端发生故障时才需要使用计算量更大的MLD组件。仿真结果表明,MLD迭代机制仅向简单的MMSE检测器添加了微不足道的计算量,同时显着提高了其性能。

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