We consider the massive Multiple Input Multiple Output (MIMO) diversity channel affected by independent and identically distributed Rayleigh fading, with linear processing at both transmitter and receiver sides, and analyze the outage capacity for large number of antennas. We first discuss the classical Single Input Multiple Output (SIMO) diversity channel that uses Maximal Ratio Combining (MRC) or Selection Combining (SC). For MRC, a numerical computation and a Gaussian Approximation (GA) are considered, whereas for SC an exact evaluation is possible. The analysis is then straightforwardly extended to the Multiple Input Single Output (MISO) system that uses Maximal Ratio Transmission (MRT) or transmit antenna selection. The general Multiple Input Multiple Output (MIMO) system that pursues full diversity is finally considered, with both optimal linear processing and simple antenna selection at both transmitter and receiver. If the number of antennas is sufficiently large on at least one side, the outage capacity of each considered diversity channel approaches that of a suitable reference Additive White Gaussian Noise (AWGN) channel with properly defined Signal-to-Noise Ratio (SNR), which provides a performance benchmark. This conclusion is valid for large but realistic number of antennas compatible with the assumption of independent fading.
翻译:我们首先讨论使用最大比率组合或选择组合的经典单一输入多输出(SIMO)多样性频道。对于MRC,可以考虑数字计算和高斯重叠组合(GA),而对于SC,则可以进行精确的评估。然后将分析直接推广到使用最大比率传输或传输天线选择的多输入单一输出(MISO)系统。我们首先讨论使用最大比率组合或选择组合(SC)的典型单一输入多输出(SIMO)多样性频道。对于MRC,则考虑数字计算和高西亚组合(GA)多样性频道的数量足够大,每个被考虑过的多样性频道的超能力即适合的引用(AWGN)频道,该频道使用适当定义的信号率传输(MISO)或传输天线选择。追求充分多样性的通用多输入多输出(MIMO)系统最终被考虑,同时采用最佳线性处理和简单天线选择(SC)。如果至少一边天线数量足够大,那么每个被考虑过的频道的外源容量能力即适合引用白高比(AWGN)频道,其信号到真实的信号比对天线进行独立假设。