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Volume 45 Issue 2
Feb.  2023
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LI Xujie, LIU Chunyan, SUN Ying. Clustering and Relay Selection Method for Cellular Network-oriented D2D Multicast Communication[J]. Journal of Electronics & Information Technology, 2023, 45(2): 488-496. doi: 10.11999/JEIT211565
Citation: LI Xujie, LIU Chunyan, SUN Ying. Clustering and Relay Selection Method for Cellular Network-oriented D2D Multicast Communication[J]. Journal of Electronics & Information Technology, 2023, 45(2): 488-496. doi: 10.11999/JEIT211565

Clustering and Relay Selection Method for Cellular Network-oriented D2D Multicast Communication

doi: 10.11999/JEIT211565
Funds:  The Future Network Scientific Research Foundation Project (FNSRFP-2021-YB-7), The Open Research Foundation Key Laboratory of Wireless Sensor Network and Communication of Chinese Academy of Sciences (20190914), The Water Science and Technology Program of Jiangsu (2020028), The Social and People's Livelihood Technology in Nantong City (MS22021042)
  • Received Date: 2021-12-27
  • Accepted Date: 2022-03-14
  • Rev Recd Date: 2022-02-11
  • Available Online: 2022-03-17
  • Publish Date: 2023-02-07
  • In traditional cellular networks, the randomness and uncertainty of channel attenuation lead to poor reception performance for cell-edge users, especially for video transmission and other high-speed requirements, its drawbacks are more prominent. D2D (Device-to-Device) communication can be used as a beneficial supplement to the traditional cellular network architecture because of its configuration flexibility, and the performance of edge users can be improved effectively. Aiming at the multicast transmission of D2D communication, the number of relays and the clustering algorithm are analyzed under the minimum delay cost of the system, and a low-latency D2D multicast scheme is proposed based on clustering and relay selection. This scheme can adaptively select the number of relays in the multicast retransmission and the distance from the cluster center to the base station, and at the same time, it provides an optimal bandwidth resource allocation mechanism. The simulation results show that compared with other schemes, the proposed strategy can effectively reduce the system delay and improve the edge user experience and system performance.
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  • [1]
    XU Yanli, LI Xujie, and ZHANG Jun. Device-to-device content delivery in cellular networks: Multicast or unicast[J]. IEEE Transactions on Vehicular Technology, 2018, 67(5): 4401–4414. doi: 10.1109/TVT.2017.2787723
    [2]
    LI Xujie, SUN Ying, ZHOU Siyuan, et al. User pairing scheme in mobility-aware D2D communication system[J]. IET Communications, 2020, 14(4): 655–664. doi: 10.1049/iet-com.2019.0472
    [3]
    WANG Xue, JIN Tao, HU Liangshuai, et al. Energy-efficient power allocation and Q-learning-based relay selection for relay-aided D2D communication[J]. IEEE Transactions on Vehicular Technology, 2020, 69(6): 6452–6462. doi: 10.1109/TVT.2020.2985873
    [4]
    徐勇军, 谷博文, 杨洋, 等. 基于不完美CSI的D2D通信网络鲁棒能效资源分配算法[J]. 电子与信息学报, 2021, 43(8): 2189–2198. doi: 10.11999/JEIT200587

    XU Yongjun, GU Bowen, YANG Yang, et al. Robust energy-efficient resource allocation algorithm in D2D communication networks with imperfect CSI[J]. Journal of Electronics &Information Technology, 2021, 43(8): 2189–2198. doi: 10.11999/JEIT200587
    [5]
    曾孝平, 李诗琪, 杨凡, 等. D2D通信中一种基于非数据辅助误差适量幅度的同信道干扰控制方法及其性能分析[J]. 电子与信息学报, 2021, 43(9): 2663–2671. doi: 10.11999/JEIT200473

    ZENG Xiaoping, LI Shiqi, YANG Fan, et al. NDA-EVM based co-channel interference control method and performance analysis in D2D communication[J]. Journal of Electronics &Information Technology, 2021, 43(9): 2663–2671. doi: 10.11999/JEIT200473
    [6]
    YANG Lianxin, WU Dan, CAI Yueming, et al. Learning-based user clustering and link allocation for content recommendation based on D2D multicast communications[J]. IEEE Transactions on Multimedia, 2020, 22(8): 2111–2125. doi: 10.1109/TMM.2019.2949434
    [7]
    FENG Lei, YANG Zhixiang, YANG Yang, et al. Smart mode selection using online reinforcement learning for VR broadband broadcasting in D2D assisted 5G HetNets[J]. IEEE Transactions on Broadcasting, 2020, 66(2): 600–611. doi: 10.1109/TBC.2020.2977577
    [8]
    SONG Wei. Analysis of a distance-based pairing scheme for collaborative content distribution via device-to-device communications[J]. IEEE Transactions on Vehicular Technology, 2019, 68(9): 9245–9256. doi: 10.1109/TVT.2019.2930885
    [9]
    赵太飞, 林亚茹, 马倩文, 等. 无人机编队中无线紫外光隐秘通信的能耗均衡算法[J]. 电子与信息学报, 2020, 42(12): 2969–2975. doi: 10.11999/JEIT190965

    ZHAO Taifei, LIN Yaru, MA Qianwen, et al. Energy balance algorithm for wireless ultraviolet secret communication in UAV formation[J]. Journal of Electronics &Information Technology, 2020, 42(12): 2969–2975. doi: 10.11999/JEIT190965
    [10]
    JABI M, PEDERSOLI M, MITICHE A, et al. Deep clustering: On the link between discriminative models and K-means[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 43(6): 1887–1896. doi: 10.1109/TPAMI.2019.2962683
    [11]
    WANG Lichun and CHENG S H. Data-driven resource management for ultra-dense small cells: An affinity propagation clustering approach[J]. IEEE Transactions on Network Science and Engineering, 2019, 6(3): 267–279. doi: 10.1109/TNSE.2018.2842113
    [12]
    梁彦霞, 姜静, 孙长印, 等. 超密集组网下一种基于干扰增量降低的分簇算法[J]. 电子与信息学报, 2020, 42(2): 495–502. doi: 10.11999/JEIT181144

    LIANG Yanxia, JIANG Jing, SUN Changyin, et al. A cluster algorithm based on interference increment reduction in ultra-dense network[J]. Journal of Electronics &Information Technology, 2020, 42(2): 495–502. doi: 10.11999/JEIT181144
    [13]
    SOOR S, CHALLA A, DANDA S, et al. Iterated watersheds, a connected variation of K-means for clustering GIS data[J]. IEEE Transactions on Emerging Topics in Computing, 2021, 9(2): 626–636. doi: 10.1109/TETC.2019.2910147
    [14]
    KHAN I, LUO Zongwei, HUANG J Z, et al. Variable weighting in fuzzy k-means clustering to determine the number of clusters[J]. IEEE Transactions on Knowledge and Data Engineering, 2020, 32(9): 1838–1853. doi: 10.1109/TKDE.2019.2911582
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