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: Chapter in book/report/conference proceeding › Conference proceeding › 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
Title of host publication	Simulated Evolution and Learning
Subtitle of host publication	10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, Proceedings
Editors	Grant 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
Publisher	Springer Cham
Pages	713-722
Number of pages	10
Edition	1st
ISBN (Electronic)	9783319135632
ISBN (Print)	9783319135625
DOIs	https://doi.org/10.1007/978-3-319-13563-2_60
Publication status	Published - 11 Nov 2014
Event	10th International Conference on Simulated Evolution and Learning, SEAL 2014 - Dunedin, New Zealand Duration: 15 Dec 2014 → 18 Dec 2014 https://link.springer.com/book/10.1007/978-3-319-13563-2

Publication series

Name	Lecture Notes in Computer Science
Publisher	Springer
Volume	8886
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Name	Theoretical Computer Science and General Issues

Name	SEAL: International Conference on Simulated Evolution and Learning

Conference

Conference	10th International Conference on Simulated Evolution and Learning, SEAL 2014
Country/Territory	New Zealand
City	Dunedin
Period	15/12/14 → 18/12/14
Internet address	https://link.springer.com/book/10.1007/978-3-319-13563-2

Scopus Subject Areas

Theoretical Computer Science
General Computer Science

User-Defined Keywords

Adaptive Fairness Threshold
Cross Slot
Evolutionary Algorithm
TD-LTE

Access to Document

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

Cite this

Wang, Q., Liu, H. L., Li, Z. H., Cheung, Y. M., & Zhang, J. (2014). An Evolutionary Algorithm for TD-LTE Resource Allocation Based on Adaptive Fairness Threshold. In G. Dick, W. N. Browne, P. Whigham, M. Zhang, L. T. Bui, H. Ishibuchi, Y. Jin, X. Li, Y. Shi, P. Singh, K. C. Tan, & K. Tang (Eds.), Simulated Evolution and Learning: 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, Proceedings (1st ed., pp. 713-722). (Lecture Notes in Computer Science; Vol. 8886), (Theoretical Computer Science and General Issues), (SEAL: International Conference on Simulated Evolution and Learning). Springer Cham. https://doi.org/10.1007/978-3-319-13563-2_60

Wang, Qiang ; Liu, Hai Lin ; Li, Zhen hua et al. / An Evolutionary Algorithm for TD-LTE Resource Allocation Based on Adaptive Fairness Threshold. Simulated Evolution and Learning: 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, Proceedings. editor / Grant 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. 1st. ed. Springer Cham, 2014. pp. 713-722 (Lecture Notes in Computer Science). (Theoretical Computer Science and General Issues). (SEAL: International Conference on Simulated Evolution and Learning).

@inproceedings{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).; 10th International Conference on Simulated Evolution and Learning, SEAL 2014 ; Conference date: 15-12-2014 Through 18-12-2014",

year = "2014",

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

language = "English",

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series = "Lecture Notes in Computer Science",

publisher = "Springer Cham",

pages = "713--722",

editor = "Grant Dick and Browne, {Will N.} and Peter Whigham and Mengjie Zhang and Bui, {Lam Thu} and Hisao Ishibuchi and Yaochu Jin and Xiaodong Li and Yuhui Shi and Pramod Singh and Tan, {Kay Chen} and Ke Tang",

booktitle = "Simulated Evolution and Learning",

edition = "1st",

url = "https://link.springer.com/book/10.1007/978-3-319-13563-2",

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Wang, Q, Liu, HL, Li, ZH, Cheung, YM & Zhang, J 2014, An Evolutionary Algorithm for TD-LTE Resource Allocation Based on Adaptive Fairness Threshold. in G Dick, WN Browne, P Whigham, M Zhang, LT Bui, H Ishibuchi, Y Jin, X Li, Y Shi, P Singh, KC Tan & K Tang (eds), Simulated Evolution and Learning: 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, Proceedings. 1st edn, Lecture Notes in Computer Science, vol. 8886, Theoretical Computer Science and General Issues, SEAL: International Conference on Simulated Evolution and Learning, Springer Cham, pp. 713-722, 10th International Conference on Simulated Evolution and Learning, SEAL 2014, Dunedin, New Zealand, 15/12/14. https://doi.org/10.1007/978-3-319-13563-2_60

An Evolutionary Algorithm for TD-LTE Resource Allocation Based on Adaptive Fairness Threshold. / Wang, Qiang; Liu, Hai Lin; Li, Zhen hua et al.
Simulated Evolution and Learning: 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, Proceedings. ed. / Grant 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. 1st. ed. Springer Cham, 2014. p. 713-722 (Lecture Notes in Computer Science; Vol. 8886), (Theoretical Computer Science and General Issues), (SEAL: International Conference on Simulated Evolution and Learning).

Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

TY - GEN

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 - 2014/11/11

Y1 - 2014/11/11

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

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

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

M3 - Conference proceeding

AN - SCOPUS:84921418563

SN - 9783319135625

T3 - Lecture Notes in Computer Science

SP - 713

EP - 722

BT - Simulated Evolution and Learning

A2 - Dick, Grant

A2 - Browne, Will N.

A2 - Whigham, Peter

A2 - Zhang, Mengjie

A2 - Bui, Lam Thu

A2 - Ishibuchi, Hisao

A2 - Jin, Yaochu

A2 - Li, Xiaodong

A2 - Shi, Yuhui

A2 - Singh, Pramod

A2 - Tan, Kay Chen

A2 - Tang, Ke

PB - Springer Cham

T2 - 10th International Conference on Simulated Evolution and Learning, SEAL 2014

Y2 - 15 December 2014 through 18 December 2014

ER -

Wang Q, Liu HL, Li ZH, Cheung YM, Zhang J. An Evolutionary Algorithm for TD-LTE Resource Allocation Based on Adaptive Fairness Threshold. In Dick G, Browne WN, Whigham P, Zhang M, Bui LT, Ishibuchi H, Jin Y, Li X, Shi Y, Singh P, Tan KC, Tang K, editors, Simulated Evolution and Learning: 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, Proceedings. 1st ed. Springer Cham. 2014. p. 713-722. (Lecture Notes in Computer Science). (Theoretical Computer Science and General Issues). (SEAL: International Conference on Simulated Evolution and Learning). doi: 10.1007/978-3-319-13563-2_60

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

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