On the design of relay caching in cellular networks for energy efficiency

Xiaolei Wang, Yanan Bao, Xin Liu, Z. Niu
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引用次数: 43

Abstract

In this work, we design a relay caching mechanism to improve the energy efficiency in cellular networks, especially for multimedia applications. We consider a single cell with one or more fixed relay stations (RSs) installed near the cell edge. In our design, RSs can receive and cache demanded multimedia content in the cell. After caching, a RS directly serves the users in its coverage area instead of the base station (BS) to reduce energy consumption. In order to find the optimal policy of when and how to cache, we formulate the problem as a Markov decision process (MDP) and obtain the optimal decision table. The numerical results show that the relay caching can save about 15% of total energy. We also present two heuristic policies that perform very close to the optimal one and have low complexity.
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基于能效的蜂窝网络中继缓存设计
在这项工作中,我们设计了一种中继缓存机制,以提高蜂窝网络的能量效率,特别是多媒体应用。我们考虑在单个小区边缘附近安装有一个或多个固定中继站(RSs)的小区。在我们的设计中,RSs可以在单元格中接收和缓存所需的多媒体内容。经过缓存后,RS直接为其覆盖区域内的用户服务,而不是基站(BS),以减少能耗。为了找到何时和如何缓存的最优策略,我们将问题表述为马尔可夫决策过程(MDP),并得到最优决策表。数值结果表明,继电器缓存可以节省总能量的15%左右。我们还提出了两个启发式策略,它们的执行非常接近最优策略,并且具有较低的复杂性。
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