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Performance Assessment of MIMO-BICM Demodulators Based on Mutual Information

机译:基于互信息的MIMO-BICM解调器性能评估

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摘要

We provide a comprehensive performance comparison of soft-output and hard-output demodulators in the context of non-iterative multiple-input multiple-output bit-interleaved coded modulation (MIMO-BICM). Coded bit error rate (BER), widely used in literature for demodulator comparison, has the drawback of depending strongly on the error correcting code being used. This motivates us to propose the mutual information of the equivalent modulation channel (comprising modulator, wireless channel, and demodulator) as a code-independent performance measure. We present extensive numerical results for spatially independent identically distributed (i.i.d.) ergodic and quasi-static fading channels under perfect and imperfect channel state information. These results reveal that the performance ranking of MIMO demodulators is rate-dependent and provide new insights regarding MIMO-BICM system design, i.e., the choice of antenna configuration, symbol constellation, and demodulator for a given target rate.
机译:在非迭代多输入多输出比特交织编码调制(MIMO-BICM)的背景下,我们提供了软输出和硬输出解调器的综合性能比较。在文献中广泛用于解调器比较的编码误码率(BER)具有严重依赖所使用的纠错码的缺点。这促使我们提出等效调制信道(包括调制器,无线信道和解调器)的互信息,以作为与代码无关的性能度量。我们在完善和不完善的信道状态信息下,针对空间独立的,均匀分布的(遍历)遍历和准静态衰落信道提供了广泛的数值结果。这些结果表明MIMO解调器的性能等级与速率有关,并提供了有关MIMO-BICM系统设计的新见解,即针对给定目标速率选择天线配置,符号星座图和解调器。

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