用二进制阵列接收机进行无线通信的MIMO或SIMO

Lifu Liu, Y. Ma, R. Tafazolli
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引用次数: 4

摘要

在二元阵列接收器上检测高分辨率信号会产生随机共振现象。通过数学方法发现,最大似然检测(MLD)的误差概率形成信噪比的凸函数;最佳工作信噪比随信号分辨率的增加呈单调增长。就误差概率而言,这种现象鼓励在高信噪比下使用MIMO,在低信噪比下使用SIMO;因为前者的信号分辨率往往高于后者。这一观察结果也促使人们从根本上重新思考在给定二进制阵列接收器的无线通信中是使用MIMO还是SIMO。实际上,SIMO有许多值得商榷的优点,包括更广的覆盖范围、更高的点对点吞吐量以及更低的MLD复杂性。本文通过分析工作和计算机模拟对这些问题进行了广泛的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
MIMO or SIMO for Wireless Communications with Binary-Array Receivers
Detecting high-resolution signals at binary-array receivers can yield a stochastic-resonance phenomenon. It is found, through mathematical means, that the error probability of maximum-likelihood detection (MLD) forms a convex function of the SNR; and the optimum operating-SNR increases mono-tonically with the signal resolution. This phenomenon encourages the use of MIMO at higher SNRs and SIMO at lower SNRs in terms of the error probability; as the former often has their signal resolutions higher than the latter. This observation also motivates a fundamental rethinking to determine whether to use MIMO or SIMO for wireless communications given binary-array receivers. In fact, there are a number of arguable advantages for SIMO, including wider coverage, higher point-to-point throughput, as well as lower complexity of the MLD. All of these are extensively investigated in this paper through both analytical work and computer simulations.
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