Optimization of spectrum-energy efficiency in heterogeneous communication network

Fangqing Gu, Ziquan Liu, Yiu Ming CHEUNG*, Hai Lin Liu

*Corresponding author for this work

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

1 Citation (Scopus)

Abstract

Green communication has become a hot topic in the field of wireless communication. This paper aims to improve the Quality of Service (QoS) of the system and minimizes the energy consumption by the spectrum-energy cooperation between adjacent base stations. We formulate the proposed spectrum-energy cooperation model as a hybrid constrained many-objective optimization problem (MaOP). To improve the efficiency of optimization algorithm, an alternate optimization algorithm is presented to address the proposed complex MaOP. The evolutionary multiobjective algorithm is employed for spectrum cooperation optimization which is discrete optimization problem, meanwhile classical optimization method is employed for energy consumption optimization and energy cooperation optimization that are continuous optimization problems. Simulation results show the effectiveness of the algorithm.

Original languageEnglish
Title of host publicationSimulated Evolution and Learning - 11th International Conference, SEAL 2017, Proceedings
EditorsXiaodong Li, Mengjie Zhang, Qingfu Zhang, Martin Middendorf, Kay Chen Tan, Ying Tan, Yaochu Jin, Yuhui Shi, Ke Tang
PublisherSpringer Verlag
Pages821-832
Number of pages12
ISBN (Print)9783319687582
DOIs
Publication statusPublished - 2017
Event11th International Conference on Simulated Evolution and Learning, SEAL 2017 - Shenzhen, China
Duration: 10 Nov 201713 Nov 2017

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume10593 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference11th International Conference on Simulated Evolution and Learning, SEAL 2017
Country/TerritoryChina
CityShenzhen
Period10/11/1713/11/17

Scopus Subject Areas

  • Theoretical Computer Science
  • Computer Science(all)

User-Defined Keywords

  • Evolutionary algorithm
  • Green communication
  • Spectrum-energy cooperation

Fingerprint

Dive into the research topics of 'Optimization of spectrum-energy efficiency in heterogeneous communication network'. Together they form a unique fingerprint.

Cite this