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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Jie Gong Sheng Zhou Zhenyu Zhou Zhisheng Niu |
| Copyright Year | 2015 |
| Description | Author affiliation: Sch. of Electr. & Electron. Eng., North China Electr. Power Univ., Beijing, China (Zhenyu Zhou) || Dept. of Electron. Eng., Tsinghua Univ., Beijing, China (Jie Gong; Sheng Zhou; Zhisheng Niu) |
| Abstract | Motivated by the recent development of energy harvesting communications, and the trend of multimedia contents caching and push at the access edge and user terminals, this paper considers how to design an effective push mechanism of energy harvesting powered small-cell base stations (SBSs) in heterogeneous networks. The problem is formulated as a Markov decision process by optimizing the push policy based on the battery energy, user request and content popularity state to maximize the service capability of SBSs. We extensively analyze the problem and propose an effective policy iteration algorithm to find the optimal policy. According to the numerical results, we find that the optimal policy reveals a state dependent threshold based structure. Besides, more than 50% performance gain is achieved by the optimal push policy compared with the non-push policy. |
| Starting Page | 25 |
| Ending Page | 30 |
| File Size | 271550 |
| Page Count | 6 |
| File Format | |
| e-ISBN | 9781467364324 |
| DOI | 10.1109/ICC.2015.7248293 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2015-06-08 |
| Publisher Place | UK |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Batteries Unicast Energy states Optimization Wireless communication Green products |
| Content Type | Text |
| Resource Type | Article |
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