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Capacity of Suboptimal Decoders for Coded Multiple-Input Multiple-Output Systems

机译:用于编码多输入多输出系统的次优解码器的容量

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The optimal detector for coded multiple antenna systems is too complex to be implemented. We thus consider number of decouplers: the linear zero-forcing equalizer, the linear minimum mean-squared error equalizer (LMMSE), the successive soft/hard interference canceller, and the parallel soft/hard interference canceller. The constrained capacities of these decouplers are analyzed. It is shown that the capacity of the LMMSE is larger than those of the other decouplers although the general belief is that the interference cancellation schemes are better than linear filters. It is also shown that the LMMSE maximizes each sub-channel capacity. We discuss the likelihood value derivation from the decouplers, which can be used for decoding error correction codes. The performance of parallel transmission of turbo-coded symbols is given to support the constrained capacity analysis.
机译:用于编码多天线系统的最佳检测器太复杂,无法实现。因此,我们考虑解耦器的数量:线性零强制均衡器,线性最小均方误差均衡器(LMMSE),连续的软/硬干扰消除器和并行软/硬干扰消除器。分析了这些解耦器的约束能力。结果表明,LMMSE的容量大于其他解耦器的容量,尽管一般信念是干扰消除方案优于线性滤波器。还显示LMMSE最大化每个子信道容量。我们讨论了解耦器的似然值推导,其可用于解码纠错码。给出了涡轮编码符号的并行传输的性能,以支持受约束的容量分析。

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