带侧信息时变多址信道的容量

A. Das, P. Narayan
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摘要

只提供摘要形式。本文研究了一类时变多址信道(TVMAC)的容量问题,当信道的底层状态根据发送方和接收方已知的概率规律随时间而变化时。此外,发送器和接收器可以访问有关信道状态的不同程度的信道状态信息(CSI)。首先考虑具有有限输入、输出和状态字母的离散时间信道。在信道状态过程为时不变、不可分解、非周期马尔可夫链的无记忆TVMAC的特殊情况下,显示出一个惊人的异常,即不完美的发射机CSI会导致初始状态在某些分布下的容量严格大于初始状态在平稳分布下的容量。我们还考虑了具有加性高斯噪声的时变多址衰落信道,当向发射机提供不同数量的CSI,而向接收机提供完美的CSI,并且假定衰落是平稳的和遍历的。讨论了发射机功率控制的意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Capacities of time-varying multiple-access channels with side information
Summary form only given. We address the capacity problem for a class of time-varying multiple-access channels (TVMAC), when the underlying channel state evolves in time according to a probability law which is known to the transmitters and the receiver. Additionally, the transmitters and the receiver have access to varying degrees of channel state information (CSI) concerning the condition of the channel. Discrete-time channels with finite input, output and state alphabets are considered first. The special case of a memoryless TVMAC, with the channel state process being a time-invariant, indecomposable, aperiodic Markov chain, shows a surprising anomaly in that imperfect transmitter CSI can cause the capacity under some distributions for the initial state to be strictly larger than that under a stationary distribution for the initial state. We also consider a time-varying multiple-access fading channel with additive Gaussian noise, when various amounts of CSI are provided to the transmitters and perfect CSI is available to the receiver, and the fades are assumed to be stationary and ergodic. Implications for transmitter power control are discussed.
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