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
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
  • [31] Radio Resource Allocation Optimization for Delay-Sensitive Services Based on Graph Neural Networks and Offline Dataset
    Jing, Wenpeng
    Wang, Junzhe
    Ren, Jiaqi
    Lu, Zhaoming
    Shao, Hua
    Wen, Xiangming
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2025, 74 (03) : 4510 - 4525
  • [32] Delay-constrainted optimal traffic allocation in heterogeneous wireless networks for smart grid
    Xu, Siya
    Xing, Ningzhe
    Guo, Shaoyong
    Meng, Luoming
    Journal of Communications, 2015, 10 (10): : 821 - 827
  • [33] Delay-sensitive resource allocation for IoT systems in 5G O-RAN networks
    Firouzi, Ramin
    Rahmani, Rahim
    INTERNET OF THINGS, 2024, 26
  • [34] Multipath Protocol for Delay-Sensitive Traffic
    Javed, Umar
    Suchara, Martin
    He, Jiayue
    Rexford, Jennifer
    2009 FIRST INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS AND NETWORKS (COMSNETS 2009), 2009, : 438 - 445
  • [35] Game Theoretic Channel Allocation for the Delay-Sensitive Cognitive Radio Networks
    Chang, Wenson
    Yang, Yun-Li
    2012 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2012,
  • [36] Coexistence of delay-sensitive MTC/HTC traffic in large scale networks
    Jianghong SHI
    Chen LIU
    Xuemin HONG
    Cheng-Xiang WANG
    ScienceChina(InformationSciences), 2017, 60 (10) : 25 - 39
  • [37] QoE-Driven Resource Allocation Optimized for Uplink Delivery of Delay-Sensitive VR Video Over Cellular Network
    Yang, Junchao
    Luo, Jiangtao
    Meng, De
    Hwang, Jenq-Neng
    IEEE ACCESS, 2019, 7 : 60672 - 60683
  • [38] Learning-Based Proactive Resource Allocation for Delay-Sensitive Packet Transmission
    Chen, Jiayin
    Yang, Peng
    Ye, Qiang
    Zhuang, Weihua
    Shen, Xuemin
    Li, Xu
    IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2021, 7 (02) : 675 - 688
  • [39] Compressed Meter Reading for Delay-Sensitive and Secure Load Report in Smart Grid
    Li, Husheng
    Mao, Rukun
    Lai, Lifeng
    Qiu, Robert C.
    2010 IEEE 1ST INTERNATIONAL CONFERENCE ON SMART GRID COMMUNICATIONS (SMARTGRIDCOMM), 2010, : 114 - 119
  • [40] Coexistence of delay-sensitive MTC/HTC traffic in large scale networks
    Jianghong Shi
    Chen Liu
    Xuemin Hong
    Cheng-Xiang Wang
    Science China Information Sciences, 2017, 60