Robust Energy Efficiency Optimization Algorithm for NOMA-based D2D Communication With Simultaneous Wireless Information and Power Transfer

Yongjun XU; Zijian LIU; Guoquan LI; Qianbin CHEN; Jinzhao LIN

doi:10.11999/JEIT200175

Volume 43 Issue 5

May 2021

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Yongjun XU, Zijian LIU, Guoquan LI, Qianbin CHEN, Jinzhao LIN. Robust Energy Efficiency Optimization Algorithm for NOMA-based D2D Communication With Simultaneous Wireless Information and Power Transfer[J]. Journal of Electronics & Information Technology, 2021, 43(5): 1289-1297. doi: 10.11999/JEIT200175

Citation:

Yongjun XU, Zijian LIU, Guoquan LI, Qianbin CHEN, Jinzhao LIN. Robust Energy Efficiency Optimization Algorithm for NOMA-based D2D Communication With Simultaneous Wireless Information and Power Transfer[J]. Journal of Electronics & Information Technology, 2021, 43(5): 1289-1297. doi: 10.11999/JEIT200175

Citation:

Yongjun XU, Zijian LIU, Guoquan LI, Qianbin CHEN, Jinzhao LIN. Robust Energy Efficiency Optimization Algorithm for NOMA-based D2D Communication With Simultaneous Wireless Information and Power Transfer[J]. Journal of Electronics & Information Technology, 2021, 43(5): 1289-1297. doi: 10.11999/JEIT200175

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Robust Energy Efficiency Optimization Algorithm for NOMA-based D2D Communication With Simultaneous Wireless Information and Power Transfer

doi: 10.11999/JEIT200175

1.
School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing 400065, China
2.
Shaanxi Key Laboratory of Information Communication Network and Security, Xi’an University of Posts & Telecommunications, Xi’an 710121, China

Funds: The National Natural Science Foundation of China (61601071), The National Natural Science Foundation of Chongqing (cstc2019jcyj-xfkxX0002), The Shaanxi Key Laboratory of Information Communication Network and Security (ICNS201904)

Received Date: 2020-03-17
Rev Recd Date: 2020-07-24

Available Online: 2020-08-22

Publish Date: 2021-05-18

Abstract

Abstract

In order to resolve the problems of spectrum shortage, large power consumption, and excessive load at base stations, a Simultaneous Wireless Information and Power Transfer (SWIPT)-based Robust Energy Efficiency (EE) Algorithm (SREA) with imperfect channel state information is proposed to maximize the total EE in Non-Orthogonal Multiple Access (NOMA) assisted Device-to-Device (D2D) networks. Considering the users' Quality of Service (QoS) constraints and maximum transmit power constraints, a robust EE maximization-based resource allocation model is established based on random channel uncertainties. Moreover, the original NP-hard problem is transformed into a deterministic convex optimization problem by using Dinkelbach’s method and the variable substitution method. And the analytical solutions are obtained through Lagrange dual theory. Simulation results demonstrated that the proposed algorithm can effectively improve the system EE and the robustness of D2D users while ensuring the communication quality of cellular users.

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References(19)

References

[1]	LEE N, LIN Xingqin, ANDREWS J G, et al. Power control for D2D underlaid cellular networks: Modeling, algorithms, and analysis[J]. IEEE Journal on Selected Areas in Communications, 2015, 33(1): 1–13. doi: 10.1109/JSAC.2014.2369612
[2]	PERERA T D P, JAYAKODY D N K, SHARMA S K, et al. Simultaneous wireless information and power transfer (SWIPT): Recent advances and future challenges[J]. IEEE Communications Surveys & Tutorials, 2018, 20(1): 264–302. doi: 10.1109/COMST.2017.2783901
[3]	高东, 梁子林. 基于能量效率的双层非正交多址系统资源优化算法[J]. 电子与信息学报, 2020, 42(5): 1237–1243. doi: 10.11999/JEIT190048 GAO Dong and LIANG Zilin. Energy efficient based resource optimization algorithm for two-tier non-orthogonal multiple access network[J]. Journal of Electronics &Information Technology, 2020, 42(5): 1237–1243. doi: 10.11999/JEIT190048
[4]	PAN Yijin, PAN Cunhua, YANG Zhaohui, et al. Resource allocation for D2D communications underlaying a NOMA-based cellular network[J]. IEEE Wireless Communications Letters, 2018, 7(1): 130–133. doi: 10.1109/LWC.2017.2759114
[5]	CHEN Jian, JIA Jie, LIU Yuanwei, et al. Optimal resource block assignment and power allocation for D2D-enabled NOMA communication[J]. IEEE Access, 2019, 7: 90023–90035. doi: 10.1109/ACCESS.2019.2926438
[6]	SALEEM U, JANGSHER S, QURESHI H K, et al. Joint subcarrier and power allocation in the energy-harvesting-aided D2D communication[J]. IEEE Transactions on Industrial Informatics, 2018, 14(6): 2608–2617. doi: 10.1109/TII.2018.2794467
[7]	DAI Yanpeng, SHENG Min, LIU Junyu, et al. Joint mode selection and resource allocation for D2D-enabled NOMA cellular networks[J]. IEEE Transactions on Vehicular Technology, 2019, 68(7): 6721–6733. doi: 10.1109/TVT.2019.2916395
[8]	ZHENG Hanyu, HOU Shujuan, LI Hai, et al. Power allocation and user clustering for uplink MC-NOMA in D2D underlaid cellular networks[J]. IEEE Wireless Communications Letters, 2018, 7(6): 1030–1033. doi: 10.1109/LWC.2018.2845398
[9]	SUN Huakui, ZHAI Daosen, ZHANG Zhenfeng, et al. Channel allocation and power control for device-to-device communications underlaying cellular networks incorporated with non-orthogonal multiple access[J]. IEEE Access, 2019, 7: 168593–168605. doi: 10.1109/ACCESS.2019.2954467
[10]	ZHAI Daosen, ZHANG Ruonan, WANG Yutong, et al. Joint user pairing, mode selection, and power control for D2D-capable cellular networks enhanced by nonorthogonal multiple access[J]. IEEE Internet of Things Journal, 2019, 6(5): 8919–8932. doi: 10.1109/JIOT.2019.2924513
[11]	CHEN Bo, LIU Juan, YANG Xinjie, et al. Resource allocation for energy harvesting-powered D2D communications underlaying NOMA-based networks[J]. IEEE Access, 2019, 7: 61442–61451. doi: 10.1109/ACCESS.2019.2913041
[12]	PEI Lu, YANG Zhaohui, PAN Cunhua, et al. Energy-efficient D2D communications underlaying NOMA-based networks with energy harvesting[J]. IEEE Communications Letters, 2018, 22(5): 914–917. doi: 10.1109/LCOMM.2018.2811782
[13]	XU Yongjun, ZHAO Xiaohui, and LIANG Yingchang. Robust power control and beamforming in cognitive radio networks: A survey[J]. IEEE Communications Surveys & Tutorials, 2015, 17(4): 1834–1857. doi: 10.1109/COMST.2015.2425040
[14]	WANG Xiaoming, ZHENG Fuchun, ZHU Pengcheng, et al. Energy-efficient resource allocation in coordinated downlink multicell OFDMA systems[J]. IEEE Transactions on Vehicular Technology, 2016, 65(3): 1395–1408. doi: 10.1109/TVT.2015.2413950
[15]	DINKELBACH W. On nonlinear fractional programming[J]. Management Science, 1967, 13(7): 492–498. doi: 10.1287/mnsc.13.7.492
[16]	BOYD S and VANDENBERGHE L. Convex Optimization[M]. Cambridge, UK: Cambridge University Press, 2004: 61–102.
[17]	李国权, 徐勇军, 陈前斌. 基于干扰效率多蜂窝异构无线网络最优基站选择及功率分配算法[J]. 电子与信息学报, 2020, 42(4): 957–964. doi: 10.11999/JEIT190419 LI Guoquan, XU Yongjun, and CHEN Qianbin. Interference efficiency-based base station selection and power allocation algorithm for multi-cell heterogeneous wireless networks[J]. Journal of Electronics &Information Technology, 2020, 42(4): 957–964. doi: 10.11999/JEIT190419
[18]	ALEMAISHAT S, SARAEREH O A, KHAN I, et al. An efficient resource allocation algorithm for D2D communications based on NOMA[J]. IEEE Access, 2019, 7: 120238–120247. doi: 10.1109/ACCESS.2019.2937401
[19]	HAO Yuanyuan, NI Qiang, LI Hai, et al. Robust multi-objective optimization for EE-SE tradeoff in D2D communications underlaying heterogeneous networks[J]. IEEE Transactions on Communications, 2018, 66(10): 4936–4949. doi: 10.1109/TCOMM.2018.2834920