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
  • [41] Resource Allocation in OFDMA-Based Wireless-Powered Cooperative Sensor Networks
    Lohani, Sudha
    Mallick, Shankhanaad
    Hossain, Ekram
    Bhargava, Vijay K.
    2015 IEEE INTERNATIONAL WIE CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (WIECON-ECE), 2015, : 65 - 69
  • [42] Resource Allocation in MIMO-OFDM-Based Cooperative Cognitive Radio Networks
    Adian, Mehdi Ghamari
    Aghaeinia, Hassan
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2014, 62 (07) : 2224 - 2235
  • [43] Priority Based Resource Allocation for MIMO-Cooperative Cognitive Radio Networks
    Sudhir, A. Ch
    Rao, B. Prabhakara
    JOURNAL OF SCIENTIFIC & INDUSTRIAL RESEARCH, 2016, 75 (11): : 667 - 670
  • [44] Resource Allocation for Cognitive Small Cell Networks: A Cooperative Bargaining Game Theoretic Approach
    Zhang, Haijun
    Jiang, Chunxiao
    Beaulieu, Norman C.
    Chu, Xiaoli
    Wang, Xianbin
    Quek, Tony Q. S.
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2015, 14 (06) : 3481 - 3493
  • [45] Optimal Cooperative Sensing and Resource Allocation in Cognitive Radio Networks
    Xu, Jin-Ling
    Chen, Ming
    Wang, Nan
    2013 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP 2013), 2013,
  • [46] Truthful Auction for Resource Allocation in Cooperative Cognitive Radio Networks
    Wang, Xinglong
    Huang, Liusheng
    Xu, Hongli
    Huang, He
    24TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS ICCCN 2015, 2015,
  • [47] Energy Efficient Resource Allocation in Cooperative Cognitive Radio Networks
    Qu Hua
    Zhao Yongqiang
    Zhao Jihong
    Yan Feiyu
    Xu Xiguang
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2018, 40 (05) : 1024 - 1030
  • [48] Efficient Resource Allocation for Cognitive Radio Networks with Cooperative Relays
    Wang, Shaowei
    Ge, Mengyao
    Wang, Chonggang
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2013, 31 (11) : 2432 - 2441
  • [49] Optimal Power Control in Wireless Powered Sensor Networks: A Dynamic Game-Based Approach
    Xu, Haitao
    Guo, Chao
    Zhang, Long
    SENSORS, 2017, 17 (03)
  • [50] Fair Resource Allocation in Wireless Networks
    Ron, Dara
    Bang, Jung-Hyun
    Lee, Jung-Ryun
    2018 IEEE 88TH VEHICULAR TECHNOLOGY CONFERENCE (VTC-FALL), 2018,