Use of Optimized Centroid and Weighted Centroid Algorithms to Locate a Partial Discharge Source by Using Received Signal Strength
- Resource Type
- Conference
- Authors
- Khan, Umar F.; Janjua, Ghalib M. W.; Ayub, Ahmad; Ilyas, Mohammad Adnan; Shahzad, Khurram; Mohamed, Hamd
- Source
- 2020 23rd International Symposium on Wireless Personal Multimedia Communications (WPMC) Wireless Personal Multimedia Communications (WPMC), 2020 23rd International Symposium on. :1-5 Oct, 2020
- Subject
- Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Signal Processing and Analysis
Partial discharges
Mathematical model
Conferences
Antenna measurements
Radiometry
Monitoring
Receivers
RSS
centroid
partial discharge
sensors
- Language
- ISSN
- 1882-5621
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.