Energy optimal control for time-varying wireless networks
Energy optimal control for time-varying wireless networks
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DOI：
10.1109/tit.2006.876219
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发表时间：
2005-03
影响因子：
2.5
通讯作者：
M. Neely
中科院分区：
文献类型：
--
作者：
M. Neely
我们开发了一种动态控制策略，用于最小化时变无线网络中的自适应传输速率的能量消耗。该算法在不了解业务速率或信道统计的情况下操作，并且产生任意接近于通过利用未来事件的完整知识优化的算法实现的最小可能值的平均功率。接近这个最佳的解决方案是成反比的网络延迟。然后，我们提出了一个类似的算法，解决了相关的问题，最大限度地提高网络吞吐量的峰值和平均功率约束。本文所采用的技术是新颖的，为随机网络优化奠定了基础
We develop a dynamic control strategy for minimizing energy expenditure in a time-varying wireless network with adaptive transmission rates. The algorithm operates without knowledge of traffic rates or channel statistics, and yields average power that is arbitrarily close to the minimum possible value achieved by an algorithm optimized with complete knowledge of future events. Proximity to this optimal solution is shown to be inversely proportional to network delay. We then present a similar algorithm that solves the related problem of maximizing network throughput subject to peak and average power constraints. The techniques used in this paper are novel and establish a foundation for stochastic network optimization