Address to interference problems faced by D2D (device-to-device) communication users in the process of multiplexing traditional cellular communication channel resources, a resource allocation algorithm based on particle swarm optimization (PSO) algorithm for D2D communication power matching joint interference control is proposed in this paper, which maximizes the throughput of the whole system while controlling interference. Firstly, security communication are divided into different ranges according to threshold values of user-powers, and only the users in the security communication range have opportunity to join in subsequent power distribution, thus effectively reducing system interference. Secondly, a power matching method based on PSO is adopted to take D2D senders as particle swarm. It maximizes the throughput of the whole system by searching for the optimal power through iteration. Simulation results show that the proposed algorithm can significantly improve the overall throughput of the system and minimize the interference, so as to achieve the optimal communication quality of the whole system.
LIU Yuheng, PENG Yi, FU Xiaoxia, AN Haojie
. D2D Network Resource Allocation Based on Joint Interference Control and PSO[J]. Journal of Applied Sciences, 2021
, 39(2)
: 338
-346
.
DOI: 10.3969/j.issn.0255-8297.2021.02.016
[1] Zhang Z, Hu R Q, Qian Y. D2D communication underlay in uplink cellular networks with distance based power control[C]//2016 IEEE International Conference on Communications (ICC). Kuala Lumpur, 2016:1-6.
[2] Elsherief M, Elwekeil M, Elnaby M A. Resource and power allocation for achieving rate fairness in D2D communications overlaying cellular networks[J]. Wireless Networks, 2019, 25(7):4049-4058.
[3] Dhilipkumar S, Arunachalaperumal C, Thanigaivelu K. A comparative study of resource allocation schemes for D2D networks underlay cellular networks[J]. Wireless Personal Communications, 2019, 106(3):1075-1087.
[4] Elgarhy O, Reggiani L. Increasing efficiency of resource allocation for D2D communication in NB-IoT context[J]. Procedia Computer Science, 2018, 130:1084-1089.
[5] Sun Z, Yang D. A D2D wireless resource allocation scheme based on overall fairness[J]. 3D Research, 2019, 10(2):1-10.
[6] Jang S, Han C, Lee K, et al. Reinforcement learning-based dynamic band and channel selection in cognitive radio ad-hoc networks[J]. EURASIP Journal on Wireless Communications and Networking, 2019, 2019(1):1-25.
[7] Yu S, Ejaz W, Guan L, et al. Resource allocation in RF energy harvesting-assisted underlay D2D communication[J]. Transactions on Emerging Telecommunications Technologies, 2019, 30(7):435-420.
[8] Dhilipkumar S, Arunachalaperumal C, Thanigaivelu K. A Comparative study of resource allocation schemes for D2D networks underlay cellular networks[J]. Wireless Personal Communications, 2019, 106(3):1075-1087.
[9] 翟旭平, 龚磊, 张男. 基于补偿因子的D2D通信自适应联合功率控制算法[J]. 应用科学学报, 2019, 37(1):1-11. Zhai X P, Gong L, Zhang N. Adaptive joint power control algorithm based on compensation factor for device-to-device communication[J]. Journal of Applied Sciences, 209, 37(1):1-11. (in Chinese)
[10] 袁泉, 孙彦超, 李校林, 等. 一种基于用户划分的LTE上行闭环功率控制算法[J]. 重庆邮电大学学报(自然科学版), 2013, 25(3):305-309 Yuan Q, Sun Y C, Li J L, et al. A LTE up link closed loop power control algorithm based on division of UEs[J]. Journal of Chongqing University of Posts and Tele Communications (Natural Science), 2013, 25(3):305-309. (in Chinese)
[11] Sun S, Shin Y. Resource allocation for D2D communication using particle swarm optimization in LTE networks[C]//International Conference on Information and Communication Technology Convergence. IEEE, 2014:371-376.
[12] Huang S, Li J, Huang J. DTMR:delay-aware traffic admission, mode selection, and resource allocation for D2D communication[J]. Wireless Networks, 2019, 25(1):439-453.
[13] Hamdi M, Zaied M. Resource allocation based on hybrid genetic algorithm and particle swarm optimization for D2D multicast communications[J]. Applied Soft Computing Journal, 2019, 83(2):152-164.
[14] Xu Y F, Yin R, Han T, et al. Dynamic resource allocation for device-to-device communication underlaying cellular net-works[J]. International Journal of Communication Systems, 2014, 27(10):2408-2425.
