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

doi:10.1109/WPMC50192.2020.9309452

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

School of Engineering & Physical Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

82 Downloads (Pure)

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 language	English
Title of host publication	2020 23rd International Symposium on Wireless Personal Multimedia Communications (WPMC)
Publisher	IEEE
ISBN (Electronic)	9781728182964
DOIs	https://doi.org/10.1109/WPMC50192.2020.9309452
Publication status	Published - 4 Jan 2021

Publication series

Name	International 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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10.1109/WPMC50192.2020.9309452

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Khan, U. F., Janjua, G. M. W., Ayub, A., Ilyas, M. A., Shahzad, K., & Mohamed, H. (2021). Use of Optimized Centroid and Weighted Centroid Algorithms to Locate a Partial Discharge Source by Using Received Signal Strength. In 2020 23rd International Symposium on Wireless Personal Multimedia Communications (WPMC) Article 9309452 (International Symposium on Wireless Personal Multimedia Communications). IEEE. https://doi.org/10.1109/WPMC50192.2020.9309452

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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.",

keywords = "Centroid, Partial discharge, RSS, Sensors",

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Khan, UF, Janjua, GMW, Ayub, A, Ilyas, MA, Shahzad, K & Mohamed, H 2021, Use of Optimized Centroid and Weighted Centroid Algorithms to Locate a Partial Discharge Source by Using Received Signal Strength. in 2020 23rd International Symposium on Wireless Personal Multimedia Communications (WPMC)., 9309452, International Symposium on Wireless Personal Multimedia Communications, IEEE. https://doi.org/10.1109/WPMC50192.2020.9309452

Use of Optimized Centroid and Weighted Centroid Algorithms to Locate a Partial Discharge Source by Using Received Signal Strength. / Khan, Umar F.; Janjua, Ghalib M. W.; Ayub, Ahmad et al.
2020 23rd International Symposium on Wireless Personal Multimedia Communications (WPMC). IEEE, 2021. 9309452 (International Symposium on Wireless Personal Multimedia Communications).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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T1 - Use of Optimized Centroid and Weighted Centroid Algorithms to Locate a Partial Discharge Source by Using Received Signal Strength

AU - Khan, Umar F.

AU - Janjua, Ghalib M. W.

AU - Ayub, Ahmad

AU - Ilyas, Mohammad Adnan

AU - Shahzad, Khurram

AU - Mohamed, Hamd

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N2 - 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.

AB - 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.

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DO - 10.1109/WPMC50192.2020.9309452

M3 - Conference contribution

T3 - International Symposium on Wireless Personal Multimedia Communications

BT - 2020 23rd International Symposium on Wireless Personal Multimedia Communications (WPMC)

PB - IEEE

ER -

Khan UF, Janjua GMW, Ayub A, Ilyas MA, Shahzad K, Mohamed H. Use of Optimized Centroid and Weighted Centroid Algorithms to Locate a Partial Discharge Source by Using Received Signal Strength. In 2020 23rd International Symposium on Wireless Personal Multimedia Communications (WPMC). IEEE. 2021. 9309452. (International Symposium on Wireless Personal Multimedia Communications). doi: 10.1109/WPMC50192.2020.9309452

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

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