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The Fading Number of Multiple-Input Multiple-Output Fading Channels with Memory

机译:具有内存的多输入多输出衰落通道的衰落数

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The fading number of a general (not necessarily Gaussian) regular multiple-input multiple-output (MIMO) fading channel with arbitrary temporal and spatial memory is derived. The channel is assumed to be non-coherent, i.e., neither receiver nor transmitter have knowledge about the channel state, but they only know the probability law of the fading process. The fading number is the second term in the asymptotic expansion of channel capacity when the signal-to-noise ratio (SNR) tends to infinity. It is shown that the fading number can be achieved by an input that is the product of two independent processes: a stationary and circularly symmetric direction-^s(or unit-) vector process whose distribution needs to be chosen such that it maximizes the fading number, and a non-negative magnitude process that is independent and identically distributed (IID) and that escapes to infinity. Additionally, in the more general context of an arbitrary stationary channel model satisfying some weak conditions on the channel law, it is shown that the optimal input distribution is stationary apart from some edge effects.
机译:一般(不一定高斯)定期多输入多输出的衰落与任意的时间和空间记忆的信道衰落数(MIMO)导出。信道被假定为是非相干的,即,既不接收器也不发射机有关于信道状态知识,但只知道衰落过程的概率定律。衰落数量是信道容量的渐近扩展的第二项时,信噪比(SNR)趋向于无穷大。结果表明,衰落数量可以通过一个输入是两个独立的过程的产物来实现:一个静止的和圆形对称的方向 - ^ S(或单位 - )载体的过程,其分布需要被选择为使得其能使衰落号,和一个非负量值的过程,是独立同分布(IID),并且逃逸到无穷大。此外,在满足所述信道法律一些弱条件的任意的固定信道模型的更一般的上下文中,示出了最优输入分布是从一些边缘效应隔开固定。

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