Use of Optimized Centroid and Weighted Centroid Algorithms to Locate a Partial Discharge Source by Using Received Signal Strength
| Autor: | M. A. Ilyas, U. Khan, Ghalib Janjua, Khurram Shahzad, H. Mohamed, Ahmad Syahrir Ayub |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
Computer science
RSS 020208 electrical & electronic engineering Centroid 020206 networking & telecommunications 02 engineering and technology computer.file_format Signal Signal strength Partial discharge 0202 electrical engineering electronic engineering information engineering Radiometry Radio frequency Algorithm computer |
| Zdroj: | WPMC |
| DOI: | 10.1109/wpmc50192.2020.9309452 |
| Popis: | 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. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|