Fundamental Study on Direction Finding Technique for Electromagnetic Waves Emitted from a Partial Discharge using Bayesian Network
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- Ishimaru Hirokazu
- Nagoya Institute of Technology
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- Kawada Masatake
- The University of Tokushima
Bibliographic Information
- Other Title
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- ベイジアンネットによる部分放電放射電磁波の方位角推定法に関する基礎研究
- ベイジアンネット ニ ヨル ブブン ホウデン ホウシャ デンジハ ノ ホウイカク スイテイホウ ニ カンスル キソ ケンキュウ
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Description
We propose a new method for finding the direction of arrival (DOA) of the electromagnetic waves emitted from a partial discharge source using Bayesian Network. The time delay between two antennas computed from digital data generally has error because of the effect of sampling time. Therefore the angle of arrival estimated from the time delay also has the estimation error. In order to deal with the estimation error, we investigate a probabilistic method of reasoning with uncertain information. In this method, system provides the probabilities of each angle based on Bayes' Theorem. From results of a simulation and an experiment, we have confirmed that our proposed method is able to estimate the angle of arrival of the electromagnetic waves.
Journal
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- IEEJ Transactions on Power and Energy
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IEEJ Transactions on Power and Energy 125 (2), 177-183, 2005
The Institute of Electrical Engineers of Japan
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Details 詳細情報について
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- CRID
- 1390001204601017600
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- NII Article ID
- 10014302318
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- NII Book ID
- AN10136334
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- ISSN
- 13488147
- 03854213
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- NDL BIB ID
- 7237552
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- Text Lang
- ja
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- Data Source
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- JaLC
- NDL Search
- Crossref
- CiNii Articles
- KAKEN
- OpenAIRE
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- Abstract License Flag
- Disallowed