Title :
On the design of relay caching in cellular networks for energy efficiency
Author :
Wang, Xiaolei ; Bao, Yanan ; Liu, Xin ; Niu, Zhisheng
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
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.
Keywords :
Markov processes; cache storage; cellular radio; energy conservation; multimedia communication; Markov decision process; base station; cellular networks; coverage area; energy consumption; energy efficiency; heuristic policies; multimedia applications; optimal decision table; relay caching mechanism; relay stations; single cell; Benchmark testing; Complexity theory; Energy consumption; Multimedia communication; Relays; Streaming media; Unicast;
Conference_Titel :
Computer Communications Workshops (INFOCOM WKSHPS), 2011 IEEE Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4577-0249-5
Electronic_ISBN :
978-1-4577-0248-8
DOI :
10.1109/INFCOMW.2011.5928820