Optimized Resource Allocation in LTE Networks Incorporating Delay-Sensitive Smart Grid Traffic

被引:0
作者
Webster, Robert [1 ]
Munasinghe, Kumudu [2 ]
Jamalipour, Abbas [1 ]
机构
[1] Univ Sydney, Sch Elect & Informat Engn, Sydney, NSW, Australia
[2] Univ Canberra, Fac Educ Sci Technol & Math, Canberra, ACT, Australia
来源
2016 IEEE INTERNATIONAL CONFERENCE ON SMART GRID COMMUNICATIONS (SMARTGRIDCOMM) | 2016年
关键词
Lotka-Volterra; Resource Allocation; Fairness; Optimization; LTE; Smart Grid;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The inclusion of a previously non-existent traffic class required by the Smart Grid poses many difficulties on OFDMA based wireless communication systems. In this paper, we develop a resource allocation algorithm based on the ecological research Lotka-Volterra equations. Each class of traffic is modelled as a species and they compete over the telecommunications resources. Constraints were then placed on the classes to ensure fairness between the traffic classes and improved average user throughput. Our results show a high level of fairness between competing classes of communication data, whilst ensuring Smart Grid packets attain their low delay constraints. Furthermore, we apply an optimization algorithm to ensure efficient allocation of subcarriers to Smart Grid periodic traffic. When compared against other resource allocation schemes, the proposed Lotka-Volterra solution provides low variability in performance. This shows that the resource allocation is able to adapt to changing channel conditions and still ensure fairness between competing user equipment of other traffic classes.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Resource Allocation for Delay-Sensitive Traffic Over LTE-Advanced Relay Networks
    Li, Yan
    Liu, Lingjia
    Li, Hongxiang
    Zhang, Jianzhong
    Yi, Yang
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2015, 14 (08) : 4291 - 4303
  • [2] Joint Relay Selection and Resource Allocation for Delay-Sensitive Traffic in Multi-Hop Relay Networks
    Sha, Yan
    Hu, Jufeng
    Hao, Shuang
    Wang, Dan
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2022, 16 (09): : 3008 - 3028
  • [3] Protecting Delay-Sensitive Traffic Transmission against Flooding Attacks in Smart Grid Networks
    Kim, Mihui
    2013 INTERNATIONAL CONFERENCE ON ICT CONVERGENCE (ICTC 2013): FUTURE CREATIVE CONVERGENCE TECHNOLOGIES FOR NEW ICT ECOSYSTEMS, 2013, : 1121 - 1124
  • [4] Optimal Resource Allocation for Smart Grid Applications in High Traffic Wireless Networks
    Webster, Robert
    Munasinghe, Kumudu
    Jamalipour, Abbas
    2014 IEEE INTERNATIONAL CONFERENCE ON SMART GRID COMMUNICATIONS (SMARTGRIDCOMM), 2014, : 398 - 403
  • [5] Resource allocation for spectrum-leasing based CRN with delay-sensitive traffic
    Ma, Yanbo
    Yin, Xiao
    Yang, Xiao
    Liu, Qiang
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2017, : 1 - 14
  • [6] Resource allocation for spectrum-leasing based CRN with delay-sensitive traffic
    Yanbo Ma
    Xiao Yin
    Xiao Yang
    Qiang Liu
    EURASIP Journal on Wireless Communications and Networking, 2017
  • [7] Dynamic Resource Allocation in Queue-Constrained and Delay-Sensitive Vehicular Networks
    Su, Jiawei
    Liu, Zhixin
    Xie, Yuan-ai
    Chan, Kit Yan
    Guan, Xinping
    IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 8 (10): : 4434 - 4444
  • [8] Resource allocation optimisation for delay-sensitive traffic in energy harvesting cloud radio access network
    Duan, Sijing
    Chen, Zhigang
    Zhang, Deyu
    IET COMMUNICATIONS, 2018, 12 (06) : 641 - 648
  • [9] Distributed Resource Allocation for Delay-Sensitive Services in Satellite Networks Using Game Theory
    Petraki, Dionysia K.
    Anastasopoulos, Markos P.
    Chen, Hsiao-Hwa
    Cottis, Panayotis G.
    IEEE TRANSACTIONS ON COMPUTATIONAL INTELLIGENCE AND AI IN GAMES, 2009, 1 (02) : 134 - 144
  • [10] Resource Allocation for Network Slices with Delay-Sensitive Multimedia Services
    Gao, Jing
    Zhou, Fanqin
    Sun, Gang
    Feng, Lei
    Li, Wenjing
    Qiu, Xuesong
    Chen, Xiaolu
    2020 IEEE INTERNATIONAL SYMPOSIUM ON BROADBAND MULTIMEDIA SYSTEMS AND BROADCASTING (BMSB), 2020,