Ground-based Radio Navigation Base Station Deployment Method based on Improved Multi-Objective Particle Swarm Optimization

Jiawei Liu, Chengyan He, Zhaolin Zhang, Chuang Han, Ling Wang, Mingliang Tao

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

Abstract

The ground-based radio navigation system is an indispensable part of the resilient positioning, navigation, and timing (PNT) system, and the configuration of the ground-based radio navigation base station determines the positioning accuracy and system coverage of the ground-based navigation system. To improve the system coverage while reducing the system dilution of precision (DOP) value, this paper proposes a ground-based radio navigation base station deployment method based on an improved multi-objective particle swarm optimization (IMOPSO) algorithm. This method searches for the optimal deployment location of ground-based radio navigation base stations under the constraints of DOP and coverage. Based on the standard multi-objective particle swarm optimization algorithm, this paper improved the population individual initialization method and added position judgment criteria. Finally, simulated experimental results verified that the proposed method could simultaneously optimize coverage and DOP distribution.

Original languageEnglish
Title of host publication2024 IEEE 7th International Conference on Electronic Information and Communication Technology, ICEICT 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1153-1156
Number of pages4
ISBN (Electronic)9798350384437
DOIs
StatePublished - 2024
Event7th IEEE International Conference on Electronic Information and Communication Technology, ICEICT 2024 - Xi'an, China
Duration: 31 Jul 20242 Aug 2024

Publication series

Name2024 IEEE 7th International Conference on Electronic Information and Communication Technology, ICEICT 2024

Conference

Conference7th IEEE International Conference on Electronic Information and Communication Technology, ICEICT 2024
Country/TerritoryChina
CityXi'an
Period31/07/242/08/24

Keywords

  • coverage
  • DOP
  • IMOPSO
  • station deployment

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