绿色网络基站激活的开环优化控制

Sreenath Ramanath, V. Kavitha, E. Altman
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引用次数: 8

摘要

近年来,人们越来越意识到,新信息技术的部署和使用可能会对生态环境产生一些负面影响。这包括对能源消耗的认识,因为能源消耗可能对环境造成负面影响。近年来,有人建议在预计流量较低的时段停用基站,以提高节能效果。在本文中,我们利用多模态(整数优化中凸的类似概念)的最新工具,研究了最佳停用策略。我们考虑了两种情况:在第一种情况下,中央控制机构会推导出最优开环策略,以便在至少有一定比例的基站停用(关闭)的情况下,使系统的预期吞吐量最大化。在第二种情况下,我们推导出了最优开环策略,当基站停用(空闲模式)的时间部分有下限时,每个基站都能以分散方式采用这些策略,使平均缓冲区占用成本最小化。在这两种情况下,我们都证明了成本结构是多模态的,并描述了最优策略的结构。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Open loop optimal control of base station activation for green networks
In recent years there has been an increasing awareness that the deployment as well as utilization of new information technology may have some negative ecological impact. This includes awareness to energy consumption which could have negative consequences on the environment. In recent years, it was suggested to increase energy saving by deactivating base stations during periods in which the traffic is expected to be low. In this paper we study the optimal deactivation policies, using recent tools from Multimodularity (which is the analog concept of convexity in optimization over integers). We consider two scenarios: In the first case, a central control derives the optimal open loop policies so as to maximize the expected throughput of the system given that at least a certain percentage of Base stations are deactivated (switched OFF). In the second case, we derive optimal open loop polices, which each base station can employ in a decentralized manner to minimize the average buffer occupancy cost when the fraction of time for which the BS station is deactivated (idle mode) is lower bounded. In both the cases, we show that the cost structure is Multimodular and characterize the structure of optimal policies.
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