Joint Resource Allocation Method in Heterogeneous Wireless Networks Based on Genetic Algorithm

被引:0
|
作者
He, Li [1 ]
Su, Xin [2 ]
Zeng, Jie [2 ]
Kuang, Yujun [1 ]
机构
[1] Univ Elect Sci & Technol China, Sch Commun & Informat Engn, Chengdu, Sichuan, Peoples R China
[2] Tsinghua Univ, Tsinghua Natl Lab Informat Sci & Technol, Beijing, Peoples R China
基金
北京市自然科学基金;
关键词
genetic algorithm; multidimensional optimization; heterogeneous; radio resource management;
D O I
暂无
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
The heterogeneous wireless networks integrate various types of radio access networks (RANs) as far as possible to provide multiple services on the common network platform. Joint resource allocation in these networks plays an important role in improving resource utilization. In this paper, we study the problem of maximizing system capacity for parallel multi-radio access scheme where multi-mode mobile terminals (MMTs) can transmit data simultaneously over multiple RANs. A bandwidth and power joint allocation method named MDGS was proposed, which based on the genetic algorithm (GA). Numerical results validate the effectiveness of the proposed approach.
引用
收藏
页数:5
相关论文
共 50 条
  • [41] GNN-Based Joint Channel and Power Allocation in Heterogeneous Wireless Networks
    Chen, Lili
    Zhu, Jingge
    Evans, Jamie
    2024 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS 2024, 2024, : 233 - 238
  • [42] Joint resource allocation based on Nash bargaining game for wireless cooperative networks
    Huang, Shuanglin, 1600, Transport and Telecommunication Institute, Lomonosova street 1, Riga, LV-1019, Latvia (18):
  • [43] Joint Prioritized Scheduling and Resource Allocation for OFDMA-Based Wireless Networks
    Tuong Duc Hoang
    Long Bao Le
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2018, 17 (01) : 310 - 323
  • [44] Joint AMC and Resource Allocation for Mobile Wireless Networks Based on Distributed MARL
    Huang, Yingzhi
    Zhang, Zhaoyang
    Wang, Jue
    Huang, Chongwen
    Zhong, Caijun
    2022 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), 2022, : 397 - 402
  • [45] Spectrum resource allocation method of maximizing transmission rate in cognitive heterogeneous wireless networks
    Dong X.
    Cheng L.
    Zheng G.
    Wang T.
    Tongxin Xuebao/Journal on Communications, 2019, 40 (09): : 124 - 135
  • [46] Robust resource allocation algorithm for heterogeneous wireless network with SWIPT
    Xu Y.
    Hu Y.
    Li G.
    Lin J.
    Chen Q.
    Tongxin Xuebao/Journal on Communications, 2019, 40 (07): : 186 - 196
  • [47] Genetic Algorithm based Adaptive Resource Allocation in OFDMA System for Heterogeneous Traffic
    Teng, Yinglei
    Zhang, Yong
    Song, Mei
    Dong, Yu
    Wang, Li
    2009 IEEE 20TH INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS, 2009, : 2060 - 2064
  • [48] A Joint Resource Allocation Algorithm for mmWave Device-to-Device Networks with Heterogeneous Antenna Arrays
    Wang, Lei
    Liu, Siran
    Chen, Mingkai
    Liu, Yaqiu
    Zheng, Baoyu
    2018 10TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP), 2018,
  • [49] Task allocation mechanism Based on Genetic Algorithm in Wireless Sensor Networks
    Hu, Xiaoqing
    Xu, Bugong
    2010 THE 3RD INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION (PACIIA2010), VOL I, 2010, : 37 - 42
  • [50] Task Allocation Mechanism Based on Genetic Algorithm in Wireless Sensor Networks
    Hu, Xiaoqing
    Xu, Bugong
    APPLIED INFORMATICS AND COMMUNICATION, PT I, 2011, 224 : 46 - 58