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

doi:10.1007/978-3-319-13563-2_60

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

^*此作品的通讯作者

Guangdong University of Technology
Hong Kong Baptist University
Beijing Normal-Hong Kong Baptist University
Sun Yat-Sen University

科研成果: 期刊稿件 › 文章 › 同行评审

2 引用（Scopus）

摘要

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.

源语言	英语
页（从-至）	713-722
页数	10
期刊	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
卷	8886
DOI	https://doi.org/10.1007/978-3-319-13563-2_60
出版状态	已出版 - 2014
已对外发布	是

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10.1007/978-3-319-13563-2_60

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@article{b43eb341f47e4e8e8024b76663fc7b4d,

title = "An evolutionary algorithm for TD-LTE resource allocation based on adaptive fairness threshold",

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.",

keywords = "Adaptive Fairness Threshold, Cross Slot, Evolutionary Algorithm, TD-LTE",

author = "Qiang Wang and Liu, \{Hai Lin\} and Li, \{Zhen hua\} and Cheung, \{Yiu ming\} and Jun Zhang",

note = "Publisher Copyright: {\textcopyright} Springer International Publishing Switzerland 2014.",

year = "2014",

doi = "10.1007/978-3-319-13563-2\_60",

language = "English",

volume = "8886",

pages = "713--722",

journal = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

issn = "0302-9743",

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}

TY - JOUR

T1 - An evolutionary algorithm for TD-LTE resource allocation based on adaptive fairness threshold

AU - Wang, Qiang

AU - Liu, Hai Lin

AU - Li, Zhen hua

AU - Cheung, Yiu ming

AU - Zhang, Jun

N1 - Publisher Copyright: © Springer International Publishing Switzerland 2014.

PY - 2014

Y1 - 2014

N2 - 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.

AB - 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.

KW - Adaptive Fairness Threshold

KW - Cross Slot

KW - Evolutionary Algorithm

KW - TD-LTE

UR - https://www.scopus.com/pages/publications/84921418563

U2 - 10.1007/978-3-319-13563-2_60

DO - 10.1007/978-3-319-13563-2_60

M3 - Article

AN - SCOPUS:84921418563

SN - 0302-9743

VL - 8886

SP - 713

EP - 722

JO - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

JF - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

ER -

An evolutionary algorithm for TD-LTE resource allocation based on adaptive fairness threshold

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