Use of Optimized Centroid and Weighted Centroid Algorithms to Locate a Partial Discharge Source by Using Received Signal Strength

Umar F. Khan, Ghalib M. W. Janjua, Ahmad Ayub, Mohammad Adnan Ilyas, Khurram Shahzad, Hamd Mohamed

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Abstract

Received signal strength (RSS) based localization of a source is a simple but effective technique. In RSS based localization source location is estimated by converting obtained signal into distance. In this paper, centroid and weighted centroid algorithms has been utilized to locate a partial discharge (PD) source. An artificial PD signal was generated, and signals were captured using radio frequency (RF) sensors and hence the location of the source was estimated. The location of the source was estimated for three different positions. There were eight measurement sensors used and received signal was converted into dBm as input to the location algorithm.
Original languageEnglish
Title of host publication2020 23rd International Symposium on Wireless Personal Multimedia Communications (WPMC)
PublisherIEEE
ISBN (Electronic)9781728182964
DOIs
Publication statusPublished - 4 Jan 2021

Publication series

NameInternational Symposium on Wireless Personal Multimedia Communications
ISSN (Electronic)1882-5621

Keywords

  • Centroid
  • Partial discharge
  • RSS
  • Sensors

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Human-Computer Interaction

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