Caching deployment based on energy efficiency in device-to-device cooperative networks
The rapid growth of mobile data traffic demand will cause congestion to the future communication network. The cache-enabled device-to-device communication has been proven to effectively enhance the performance of wireless communication networks. This article investigates the caching deployment probl...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2020-12-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1177/1550147720984659 |
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| _version_ | 1850173665057964032 |
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| author | Weiguang Wang Hui Li Yang Liu Wei Cheng Haoyang Qin |
| author_facet | Weiguang Wang Hui Li Yang Liu Wei Cheng Haoyang Qin |
| author_sort | Weiguang Wang |
| collection | DOAJ |
| description | The rapid growth of mobile data traffic demand will cause congestion to the future communication network. The cache-enabled device-to-device communication has been proven to effectively enhance the performance of wireless communication networks. This article investigates the caching deployment problem from the energy efficiency in the cache-enabled device-to-device networks. According to the random geometry theory modeling, the closed form expression of energy efficiency is derived, which measures the average number of successful transmitted file bits per unit time and per unit power consumption. And then we establish an optimization problem to maximize energy efficiency. As the formulated optimization problem is a multiple-ratio fractional programming problem that cannot be solved conveniently, we propose a quadratic transformation method to nest in the energy efficiency maximization problem. To tackle this problem, an iterative optimization algorithm is proposed to optimize the caching policy and network energy efficiency. The simulation results demonstrate that the proposed policy can achieve higher energy efficiency and hit probability in the cache-enabled device-to-device network. |
| format | Article |
| id | doaj-art-cb09dd5c731943e080c132b699fad948 |
| institution | OA Journals |
| issn | 1550-1477 |
| language | English |
| publishDate | 2020-12-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-cb09dd5c731943e080c132b699fad9482025-08-20T02:19:48ZengWileyInternational Journal of Distributed Sensor Networks1550-14772020-12-011610.1177/1550147720984659Caching deployment based on energy efficiency in device-to-device cooperative networksWeiguang WangHui LiYang LiuWei ChengHaoyang QinThe rapid growth of mobile data traffic demand will cause congestion to the future communication network. The cache-enabled device-to-device communication has been proven to effectively enhance the performance of wireless communication networks. This article investigates the caching deployment problem from the energy efficiency in the cache-enabled device-to-device networks. According to the random geometry theory modeling, the closed form expression of energy efficiency is derived, which measures the average number of successful transmitted file bits per unit time and per unit power consumption. And then we establish an optimization problem to maximize energy efficiency. As the formulated optimization problem is a multiple-ratio fractional programming problem that cannot be solved conveniently, we propose a quadratic transformation method to nest in the energy efficiency maximization problem. To tackle this problem, an iterative optimization algorithm is proposed to optimize the caching policy and network energy efficiency. The simulation results demonstrate that the proposed policy can achieve higher energy efficiency and hit probability in the cache-enabled device-to-device network.https://doi.org/10.1177/1550147720984659 |
| spellingShingle | Weiguang Wang Hui Li Yang Liu Wei Cheng Haoyang Qin Caching deployment based on energy efficiency in device-to-device cooperative networks International Journal of Distributed Sensor Networks |
| title | Caching deployment based on energy efficiency in device-to-device cooperative networks |
| title_full | Caching deployment based on energy efficiency in device-to-device cooperative networks |
| title_fullStr | Caching deployment based on energy efficiency in device-to-device cooperative networks |
| title_full_unstemmed | Caching deployment based on energy efficiency in device-to-device cooperative networks |
| title_short | Caching deployment based on energy efficiency in device-to-device cooperative networks |
| title_sort | caching deployment based on energy efficiency in device to device cooperative networks |
| url | https://doi.org/10.1177/1550147720984659 |
| work_keys_str_mv | AT weiguangwang cachingdeploymentbasedonenergyefficiencyindevicetodevicecooperativenetworks AT huili cachingdeploymentbasedonenergyefficiencyindevicetodevicecooperativenetworks AT yangliu cachingdeploymentbasedonenergyefficiencyindevicetodevicecooperativenetworks AT weicheng cachingdeploymentbasedonenergyefficiencyindevicetodevicecooperativenetworks AT haoyangqin cachingdeploymentbasedonenergyefficiencyindevicetodevicecooperativenetworks |