Game-based approach of fair resource allocation in wireless powered cooperative cognitive radio networks

被引:8
|
作者
Liu, Zhixin [1 ]
Zhao, Songhan [1 ]
Yuan, Yazhou [1 ]
Yang, Yi [1 ]
Guan, Xinping [2 ]
机构
[1] Yanshan Univ, Sch Elect Engn, Qinhuangdao 066004, Hebei, Peoples R China
[2] Shanghai Jiao Tong Univ, Sch Elect Informat & Elect Engn, Shanghai 200240, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
Wireless powered cooperative cognitive radio network; Resource allocation; Non-convex optimization; fairness; Stackelberg game; Supermodular game; ENERGY EFFICIENCY OPTIMIZATION; INFORMATION; MAXIMIZATION; ACCESS;
D O I
10.1016/j.aeue.2021.153699
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A resource allocation approach is proposed for wireless powered cooperative cognitive radio network (WP-CCRN) in this paper, where multiple secondary users (SUs) capture both the wireless energy and the authorized spectrum from primary user (PU) to communicate with a secondary access point (SAP). In return, SUs serve as relay nodes to help the primary transmitter (PT) forwarding data to the primary receiver (PR). For the sake of the stable cooperation between PU and SUs, we present a game-based fair resource allocation algorithm (GFRAA) that takes into account the utilities of both sides. The Stackelberg game is applied for solving the resource allocation problem between PU and SUs, where PU acts as a leader while SUs are followers. To solve the non-convex optimization problem in the primary network, a new variable namely allocated energy is introduced to transform the primal problem into a convex problem. Meanwhile, the relationship among SUs is modeled as a Supermodular game. Since SUs are rational and selfish, a fairness evaluation mechanism is designed to adjust the fairness among SUs. Simulation results unveil the trade-off between the fairness of SUs, the throughput of PU, and the sum-throughput of SUs. The superiority of the GFRAA has been validated by comparing with the other two algorithms.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] A Game Theoretic Approach for Resource Allocation in Cognitive Wireless Sensor Networks
    Seneviratne, Chatura
    Leung, Henry
    2011 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2011, : 1992 - 1997
  • [22] Cooperative Resource Allocation in Cognitive Wireless Powered Communication Networks with Minimum Rate Requirements
    Li, Qun
    Xu, Ding
    2018 IEEE INTERNATIONAL SYMPOSIUM ON DYNAMIC SPECTRUM ACCESS NETWORKS (DYSPAN), 2018,
  • [23] A game-based algorithm for fair bandwidth allocation in Fibre-Wireless access networks
    Coimbra, J.
    Schuetz, G.
    Correia, N.
    OPTICAL SWITCHING AND NETWORKING, 2013, 10 (02) : 149 - 162
  • [24] Matching game-based hierarchical spectrum sharing in cooperative cognitive radio networks
    Chang, Min-Kuan
    Mei, Yung-Jen
    Chan, Yu-Wei
    Wu, Mei-Yu
    Chen, Wun-Ren
    JOURNAL OF SUPERCOMPUTING, 2020, 76 (08): : 6195 - 6218
  • [25] Matching game-based hierarchical spectrum sharing in cooperative cognitive radio networks
    Min-Kuan Chang
    Yung-Jen Mei
    Yu-Wei Chan
    Mei-Yu Wu
    Wun-Ren Chen
    The Journal of Supercomputing, 2020, 76 : 6195 - 6218
  • [26] Radio resource allocation for cognitive radio based ad hoc wireless networks
    Venkataraman, Hrishikesh
    Purohit, Atul
    Pareek, Ritika
    Muntean, Gabriel-Miro
    Lecture Notes in Electrical Engineering, 2012, 116 LNEE : 287 - 305
  • [27] Auction-based resource allocation for cooperative cognitive radio networks
    Wang, Xinglong
    Huang, Liusheng
    Xu, Hongli
    Huang, He
    COMPUTER COMMUNICATIONS, 2017, 97 : 40 - 51
  • [28] Stackelberg differential game based resource allocation in wireless powered relay networks
    Xu, Haitao
    Ma, Jiyang
    Zhou, Xianwei
    Han, Zhu
    2017 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), 2017, : 516 - 520
  • [29] Resource allocation in heterogeneous cooperative cognitive radio networks
    Awoyemi, Babatunde S.
    Maharaj, Bodhaswar T.
    Alfa, Attahiru S.
    INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2017, 30 (11)
  • [30] Resource Allocation Techniques in Cooperative Cognitive Radio Networks
    Naeem, Muhammad
    Anpalagan, Alagan
    Jaseemuddin, Muhammad
    Lee, Daniel C.
    IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2014, 16 (02): : 729 - 744