Joint Resource Allocation and Mode Selection for Device-to-Device Communication Underlying Cellular Networks
Device to device (D2D) communication has recently been established in the literature as an effective means to increase the frequency spectrum and enhance the efficiency of energy consumption in future cellular systems. However, certain issues, resulting from reusing resources in the same cell, have...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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IEEE
2021-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/9352755/ |
| _version_ | 1818433458381258752 |
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| author | Yongwen Du Wenxian Zhang Shan Wang Jinzong Xia Hytheim Alhag Mohammad |
| author_facet | Yongwen Du Wenxian Zhang Shan Wang Jinzong Xia Hytheim Alhag Mohammad |
| author_sort | Yongwen Du |
| collection | DOAJ |
| description | Device to device (D2D) communication has recently been established in the literature as an effective means to increase the frequency spectrum and enhance the efficiency of energy consumption in future cellular systems. However, certain issues, resulting from reusing resources in the same cell, have caused serious perturbations. We study issues pertaining to D2D communication, such as dual mode selection, channel allocation and power control, aiming at the maximization of the overall throughput of the system, while at the same time ensuring that the generated interference is kept minimized. This is an NP-Hard problem that decomposes the optimization problem into two layers: the inner layer, where the DQN algorithm is used as an indicator of the optimal transmission power that should be allocated to the D2D pairs in accordance with their mode of operation, and the outer layer, where strategic decisions, such as which communication mode to use and how to allocate the channels, are made. We have proved the superiority of the proposed scheme, in terms of both system throughput and performance, through simulating experiments involving different scenarios. |
| first_indexed | 2024-12-14T16:21:25Z |
| format | Article |
| id | doaj.art-c3e9a79ed71d45f7b8b9d32df606058d |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-14T16:21:25Z |
| publishDate | 2021-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-c3e9a79ed71d45f7b8b9d32df606058d2022-12-21T22:54:48ZengIEEEIEEE Access2169-35362021-01-019290202903110.1109/ACCESS.2021.30586779352755Joint Resource Allocation and Mode Selection for Device-to-Device Communication Underlying Cellular NetworksYongwen Du0https://orcid.org/0000-0002-7062-0550Wenxian Zhang1https://orcid.org/0000-0002-9820-7493Shan Wang2https://orcid.org/0000-0001-8591-9080Jinzong Xia3Hytheim Alhag Mohammad4School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou, ChinaSchool of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou, ChinaSchool of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou, ChinaSchool of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou, ChinaSchool of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou, ChinaDevice to device (D2D) communication has recently been established in the literature as an effective means to increase the frequency spectrum and enhance the efficiency of energy consumption in future cellular systems. However, certain issues, resulting from reusing resources in the same cell, have caused serious perturbations. We study issues pertaining to D2D communication, such as dual mode selection, channel allocation and power control, aiming at the maximization of the overall throughput of the system, while at the same time ensuring that the generated interference is kept minimized. This is an NP-Hard problem that decomposes the optimization problem into two layers: the inner layer, where the DQN algorithm is used as an indicator of the optimal transmission power that should be allocated to the D2D pairs in accordance with their mode of operation, and the outer layer, where strategic decisions, such as which communication mode to use and how to allocate the channels, are made. We have proved the superiority of the proposed scheme, in terms of both system throughput and performance, through simulating experiments involving different scenarios.https://ieeexplore.ieee.org/document/9352755/Device to devicemode selectionchannel allocationpower controlthroughputNP~hard |
| spellingShingle | Yongwen Du Wenxian Zhang Shan Wang Jinzong Xia Hytheim Alhag Mohammad Joint Resource Allocation and Mode Selection for Device-to-Device Communication Underlying Cellular Networks IEEE Access Device to device mode selection channel allocation power control throughput NP~hard |
| title | Joint Resource Allocation and Mode Selection for Device-to-Device Communication Underlying Cellular Networks |
| title_full | Joint Resource Allocation and Mode Selection for Device-to-Device Communication Underlying Cellular Networks |
| title_fullStr | Joint Resource Allocation and Mode Selection for Device-to-Device Communication Underlying Cellular Networks |
| title_full_unstemmed | Joint Resource Allocation and Mode Selection for Device-to-Device Communication Underlying Cellular Networks |
| title_short | Joint Resource Allocation and Mode Selection for Device-to-Device Communication Underlying Cellular Networks |
| title_sort | joint resource allocation and mode selection for device to device communication underlying cellular networks |
| topic | Device to device mode selection channel allocation power control throughput NP~hard |
| url | https://ieeexplore.ieee.org/document/9352755/ |
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