An Evolutionary Algorithm for TD-LTE Resource Allocation Based on Adaptive Fairness Threshold

Qiang Wang, Hai Lin Liu*, Zhen hua Li, Yiu Ming Cheung, Jun Zhang

*Corresponding author for this work

Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

2 Citations (Scopus)

Abstract

In Time Division Long Term Evolution(TD-LTE) system, decreasing the cross time slot interference is very important to improve the system throughput. Accordingly, we will propose a multi-cells Orthogonal Frequency Division Multiplexing(OFDM) resource allocation model for TD-LTE system in this paper, which considers the cross time slot interference and the fairness. Subsequently, a TD-LTE resource allocation evolutionary algorithm based on adaptive fairness threshold is proposed to solve this model through introducing adaptive fairness threshold. Empirical studies show that the proposed model and algorithm can effectively decrease the cross time slot interference and improve the transmit rate of OFDM system under the same fairness.

Original languageEnglish
Title of host publicationSimulated Evolution and Learning
Subtitle of host publication10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, Proceedings
EditorsGrant Dick, Will N. Browne, Peter Whigham, Mengjie Zhang, Lam Thu Bui, Hisao Ishibuchi, Yaochu Jin, Xiaodong Li, Yuhui Shi, Pramod Singh, Kay Chen Tan, Ke Tang
PublisherSpringer Cham
Pages713-722
Number of pages10
Edition1st
ISBN (Electronic)9783319135632
ISBN (Print)9783319135625
DOIs
Publication statusPublished - 11 Nov 2014
Event10th International Conference on Simulated Evolution and Learning, SEAL 2014 - Dunedin, New Zealand
Duration: 15 Dec 201418 Dec 2014
https://link.springer.com/book/10.1007/978-3-319-13563-2

Publication series

NameLecture Notes in Computer Science
PublisherSpringer
Volume8886
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349
NameTheoretical Computer Science and General Issues
NameSEAL: International Conference on Simulated Evolution and Learning

Conference

Conference10th International Conference on Simulated Evolution and Learning, SEAL 2014
Country/TerritoryNew Zealand
CityDunedin
Period15/12/1418/12/14
Internet address

Scopus Subject Areas

  • Theoretical Computer Science
  • Computer Science(all)

User-Defined Keywords

  • Adaptive Fairness Threshold
  • Cross Slot
  • Evolutionary Algorithm
  • TD-LTE

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