Registration area planning for PCS networks using genetic algorithms

Tsan Pin Wang*, Shu Yuen Hwang, Chien-Chao Tseng

*Corresponding author for this work

Research output: Contribution to journalArticle

26 Scopus citations

Abstract

In a personal communication services (PCS's) network, the signaling traffic required to support user mobility is extremely high due to the huge numbers of users and the small sizes of cells. The requirement to minimize this traffic increases the importance of registration area (RA) planning in the PCS network design. In the literature, several heuristic algorithms have been proposed for RA planning, however, they may get trapped into local minimums and may lack robustness. In this paper, we reformulate the problem of RA planning as a costoptimization problem and propose genetic algorithms for RA planning in PCS networks. Simulation results show that genetic algorithms are robust for RA planning.

Original languageEnglish
Pages (from-to)987-995
Number of pages9
JournalIEEE Transactions on Vehicular Technology
Volume47
Issue number3
DOIs
StatePublished - 1 Dec 1998

Keywords

  • Personal communication services
  • Registration area planning

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