Coverage and capacity optimization based on tabu search in ultra-dense network

Xin Su, Xiaofeng Lin, Jie Zeng*, Chiyang Xiao

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

To meet the requirements of high system capacity and coverage of 5G network, ultra-dense network is viewed as the key technology for networking evolution. And for densely deployed small cell network, self-optimization is crucial in the aspect of reducing the cost of network management while optimizing the network performance. This paper focuses on the coverage and capacity optimization, proposing a mathematical combined optimization function to balance the conflicting key performance indicators. And under this model, we propose the tabu search algorithm for generating new antenna transmit power to optimize the performance. Simulation results show that our proposed algorithm gets significant improvement in network performance and outperforms the adaptive simulated annealing in convergence speed while optimizing.

Original languageEnglish
Title of host publicationCommunications and Networking - 11th EAI International Conference, ChinaCom 2016, Proceedings
EditorsQianbin Chen, Weixiao Meng, Liqiang Zhao
PublisherSpringer Verlag
Pages57-66
Number of pages10
ISBN (Print)9783319666273
DOIs
Publication statusPublished - 2018
Externally publishedYes
Event11th EAI International Conference on Communications and Networking in China, ChinaCom 2016 - Chongqing, China
Duration: 24 Sept 201626 Sept 2016

Publication series

NameLecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
Volume210
ISSN (Print)1867-8211

Conference

Conference11th EAI International Conference on Communications and Networking in China, ChinaCom 2016
Country/TerritoryChina
CityChongqing
Period24/09/1626/09/16

Keywords

  • Coverage and capacity optimization
  • Small cell
  • Tabu search
  • Ultra-dense network

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