Multiuser scheduling on the LTE downlink with meta-heuristic approaches

被引:15
|
作者
Aydin, Mehmet E. [1 ]
Kwan, Raymond [1 ]
Wu, Joyce [2 ]
机构
[1] Univ Bedfordshire, Luton LU1 3JU, Beds, England
[2] Ranplan Wireless Network & Design Ltd, Dunstable LU6 3HS, England
关键词
Multiuser scheduling; Long term evolution; Heuristic optimization; Genetic algorithms; Simulated annealing;
D O I
10.1016/j.phycom.2012.01.004
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
In this paper, the issue of multi-user radio resource scheduling on the downlink of a Long Term Evolution (LTE) cellular communication system is addressed. An optimization model has been proposed earlier, where radio resources for multiple users are jointly allocated at the air-interface. It has been shown that an optimal solution to such a problem may provide reasonable gain over a simply greedy approach. However, the complexity of such an optimal approach could be prohibitively high. By exploiting meta-heuristic methods such as Genetic Algorithm (GA) and Simulated Annealing (SA), the results in this paper show that significant reduction in complexity can be obtained while achieving nearoptimal solutions. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:257 / 265
页数:9
相关论文
共 50 条
  • [1] Multiuser Scheduling on the LTE Downlink with Simulated Annealing
    Aydin, Mehmet E.
    Kwan, Raymond
    Wu, Joyce
    Zhang, Jie
    2011 IEEE 73RD VEHICULAR TECHNOLOGY CONFERENCE (VTC SPRING), 2011,
  • [2] Multiuser Scheduling on the Downlink of an LTE Cellular System
    Kwan, Raymond
    Leung, Cyril
    Zhang, Jie
    JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING, 2008, 2008
  • [3] Comparing meta-heuristic approaches for parallel machine scheduling problems
    Mendes, AS
    Müller, FM
    França, PM
    Moscato, P
    PRODUCTION PLANNING & CONTROL, 2002, 13 (02) : 143 - 154
  • [4] Evolutionary and meta-heuristic scheduling
    Tan, Kay Chen
    Burke, Edmund
    Lee, Tong Heng
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 177 (03) : 1852 - 1854
  • [5] Downlink Multiuser MIMO Scheduling in LTE Advanced Systems
    Yue, Guosen
    Prasad, Narayan
    Rangarajan, Sampath
    2012 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2012,
  • [6] Evaluation of meta-heuristic approaches for scheduling optimisation of flexible manufacturing systems
    Saravanan, M.
    Haq, A. Noorul
    INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY, 2011, 42 (2-3) : 150 - 158
  • [7] Multiuser MIMO Scheduling for LTE-A Downlink Cellular Networks
    Fan, Jiancun
    Li, Geoffrey Ye
    Zhu, Xiaolong
    2014 IEEE 79TH VEHICULAR TECHNOLOGY CONFERENCE (VTC-SPRING), 2014,
  • [8] Meta-heuristic Approaches for Effective Scheduling in Infrastructure as a Service Cloud: A Systematic Review
    J. Kok Konjaang
    Lina Xu
    Journal of Network and Systems Management, 2021, 29
  • [9] Meta-heuristic Approaches for Effective Scheduling in Infrastructure as a Service Cloud: A Systematic Review
    Konjaang, J. Kok
    Xu, Lina
    JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT, 2021, 29 (02)
  • [10] An electromagnetic meta-heuristic for the nurse scheduling problem
    Broos Maenhout
    Mario Vanhoucke
    Journal of Heuristics, 2007, 13 : 359 - 385