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

^*Corresponding author for this work

Department of Computer Science

Research output: Contribution to journal › Article › peer-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 language	English
Pages (from-to)	713-722
Number of pages	10
Journal	Lecture Notes in Computer Science
Volume	8886
DOIs	https://doi.org/10.1007/978-3-319-13563-2_60
Publication status	Published - 2014

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

Cite this

@article{6ff5390b02584da09621dec5349c32e0,

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 = "Funding Information: Acknowledgments. This work was supported by the Natural Science Foundation of Guangdong Province (S2011030002886, S2012010008813), the National Natural Science Foundation of China (NSFC) under grant: 61272366, and the projects of Science and Technology of Guangdong Province (2012B091100033).",

year = "2014",

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

language = "English",

volume = "8886",

pages = "713--722",

journal = "Lecture Notes in Computer Science",

issn = "0302-9743",

publisher = "Springer Verlag",

}

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 - Funding Information: Acknowledgments. This work was supported by the Natural Science Foundation of Guangdong Province (S2011030002886, S2012010008813), the National Natural Science Foundation of China (NSFC) under grant: 61272366, and the projects of Science and Technology of Guangdong Province (2012B091100033).

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 - http://www.scopus.com/inward/record.url?scp=84921418563&partnerID=8YFLogxK

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

JF - Lecture Notes in Computer Science

ER -

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

Abstract

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