Use of optimized centroid and weighted centroid algorithms to locate a partial discharge source by using received signal strength

U.F. Khan; G.M.W. Janjua; A. Ayub; M.A. Ilyas; K. Shahzad; H. 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

U.F. Khan, G.M.W. Janjua, A. Ayub, M.A. Ilyas, K. Shahzad, H. Mohamed

Electronic And Electrical Engineering

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

1 Citation (Scopus)

20 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	Proceedings 2020 23rd International Symposium on Wireless Personal Multimedia Communications (WPMC)
Publisher	IEEE
Number of pages	5
ISBN (Electronic)	9781728182964
DOIs	https://doi.org/10.1109/WPMC50192.2020.9309452
Publication status	Published - 19 Oct 2020
Event	2020 23rd International Symposium on Wireless Personal Multimedia Communications (WPMC) - Okayama, Japan Duration: 19 Oct 2020 → 26 Oct 2020

Conference

Conference	2020 23rd International Symposium on Wireless Personal Multimedia Communications (WPMC)
Country/Territory	Japan
City	Okayama
Period	19/10/20 → 26/10/20

Keywords

RSS
centroid
partial discharge
sensors
mathematical model
antenna measurements
radiometry
receivers
wireless sensor networks

Access to Document

10.1109/WPMC50192.2020.9309452

Khan-etal-WPMC2020-Use-optimized-centroid-weighted-centroid-algorithms-locate-partial-discharge-source-using-received-signal-strengthAccepted author manuscript, 815 KB

Cite this

Khan, U. F., Janjua, G. M. W., Ayub, A., Ilyas, M. A., Shahzad, K., & Mohamed, H. (2020). Use of optimized centroid and weighted centroid algorithms to locate a partial discharge source by using received signal strength. In Proceedings 2020 23rd International Symposium on Wireless Personal Multimedia Communications (WPMC) IEEE. https://doi.org/10.1109/WPMC50192.2020.9309452

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title = "Use of optimized centroid and weighted centroid algorithms to locate a partial discharge source by using received signal strength",

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 = "RSS, centroid, partial discharge, sensors, mathematical model, antenna measurements, radiometry, receivers, wireless sensor networks",

author = "U.F. Khan and G.M.W. Janjua and A. Ayub and M.A. Ilyas and K. Shahzad and H. Mohamed",

note = "{\textcopyright} 2021 IEEE. 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 ; 2020 23rd International Symposium on Wireless Personal Multimedia Communications (WPMC) ; Conference date: 19-10-2020 Through 26-10-2020",

year = "2020",

month = oct,

day = "19",

doi = "10.1109/WPMC50192.2020.9309452",

language = "English",

booktitle = "Proceedings 2020 23rd International Symposium on Wireless Personal Multimedia Communications (WPMC)",

publisher = "IEEE",

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Khan, UF, Janjua, GMW, Ayub, A, Ilyas, MA, Shahzad, K & Mohamed, H 2020, Use of optimized centroid and weighted centroid algorithms to locate a partial discharge source by using received signal strength. in Proceedings 2020 23rd International Symposium on Wireless Personal Multimedia Communications (WPMC). IEEE, 2020 23rd International Symposium on Wireless Personal Multimedia Communications (WPMC), Okayama, Japan, 19/10/20. 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, U.F.; Janjua, G.M.W.; Ayub, A. et al.
Proceedings 2020 23rd International Symposium on Wireless Personal Multimedia Communications (WPMC). IEEE, 2020.

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

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AU - Khan, U.F.

AU - Janjua, G.M.W.

AU - Ayub, A.

AU - Ilyas, M.A.

AU - Shahzad, K.

AU - Mohamed, H.

N1 - © 2021 IEEE. 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

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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.

KW - RSS

KW - centroid

KW - partial discharge

KW - sensors

KW - mathematical model

KW - antenna measurements

KW - radiometry

KW - receivers

KW - wireless sensor networks

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M3 - Conference contribution book

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

PB - IEEE

T2 - 2020 23rd International Symposium on Wireless Personal Multimedia Communications (WPMC)

Y2 - 19 October 2020 through 26 October 2020

ER -

Use of optimized centroid and weighted centroid algorithms to locate a partial discharge source by using received signal strength

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Keywords

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