基于无线衰落信道的时延约束节能数据传输

M. Zafer, E. Modiano
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引用次数: 69

摘要

我们研究了在时变信道上传输时限约束数据的最优速率控制。具体来说,我们考虑一个无线发射机,其中信道增益随时间随机变化,并且队列中的数据包具有严格的延迟约束。发射机可以通过改变功率来调整速率随时间的变化,目标是在满足最后期限约束的情况下获得最小化预期能量消耗的速率控制策略。我们首先考虑B位数据必须在最后期限T之前传输的情况,并使用一种新的连续时间随机控制公式获得最优策略。然后,基于累积曲线方法和分解方法,我们得到了队列中具有可变截止日期约束的数据包的最优策略。最后,针对任意数据包到达队列的情况,提出了一种启发式策略,并将其性能与非自适应方案进行了仿真比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Delay-Constrained Energy Efficient Data Transmission over a Wireless Fading Channel
We study optimal rate control for transmitting deadline-constrained data over a time-varying channel. Specifically, we consider a wireless transmitter where the channel gain varies stochastically over time and the packets in the queue have strict delay constraints. The transmitter can adapt the rate over time by varying the power and the goal is to obtain the rate-control policy that minimizes the expected energy expenditure while meeting the deadline constraints. We first consider the case of B bits of data that must be transmitted by a deadline T and using a novel continuous-time stochastic control formulation obtain the optimal policy. Based on a cumulative curves methodology and a decomposition approach, we then obtain the optimal policy when the queue has packets with variable deadline constraints. Finally, we present a heuristic policy for the case of arbitrary packet arrivals to the queue and compare its performance using simulation results with a non-adaptive scheme.
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