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Capacity of Gaussian Channels with Duty Cycle and Power Constraints

机译:具有占空比和功率约束的高斯信道容量

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摘要

In many wireless communication systems, radios are subject to a duty cycleconstraint, that is, a radio only actively transmits signals over a fraction ofthe time. For example, it is desirable to have a small duty cycle in some lowpower systems; a half-duplex radio cannot keep transmitting if it wishes toreceive useful signals; and a cognitive radio needs to listen and detectprimary users frequently. This work studies the capacity of scalardiscrete-time Gaussian channels subject to duty cycle constraint as well asaverage transmit power constraint. An idealized duty cycle constraint is firststudied, which can be regarded as a requirement on the minimum fraction ofnontransmissions or zero symbols in each codeword. A unique discrete inputdistribution is shown to achieve the channel capacity. In many situations,numerically optimized on-off signaling can achieve much higher rate thanGaussian signaling over a deterministic transmission schedule. This is in partbecause the positions of nontransmissions in a codeword can convey information.Furthermore, a more realistic duty cycle constraint is studied, where the extracost of transitions between transmissions and nontransmissions due to pulseshaping is accounted for. The capacity-achieving input is no longer independentover time and is hard to compute. A lower bound of the achievable rate as afunction of the input distribution is shown to be maximized by a first-orderMarkov input process, the distribution of which is also discrete and can becomputed efficiently. The results in this paper suggest that, under variousduty cycle constraints, departing from the usual paradigm of intermittentpacket transmissions may yield substantial gain.
机译:在许多无线通信系统中,无线电受到占空比限制,也就是说,无线电仅在一部分时间内主动发送信号。例如,在某些低功率系统中,希望有一个小的占空比。半双工无线电如果希望接收有用的信号,则无法继续发送;认知无线电需要经常收听和检测主要用户。这项工作研究了标量离散时间高斯信道的容量,该占空比受占空比约束以及平均发射功率约束的影响。首先研究了理想的占空比约束,可以将其视为对每个码字中最小非传输分数或零符号的要求。显示了独特的离散输入分布以实现通道容量。在许多情况下,在确定的传输时间表上,经过数字优化的开-关信令可以实现比高斯信令更高的速率。这部分是因为码字中的非传输位置可以传达信息。此外,研究了更现实的占空比约束,其中考虑了由于脉冲整形而导致的传输与非传输之间转换的额外成本。达到容量的输入不再随时间变化,并且很难计算。通过一阶马尔可夫输入过程显示出,作为输入分布函数的可达到速率的下限已最大化,该过程的分布也是离散的,可以有效地进行计算。本文的结果表明,在各种占空比约束下,脱离间歇性分组传输的通常范式可能会产生可观的收益。

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