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Research of Signal Processing Based on Kalman Filter and Particle Filter
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Personen und Körperschaften: | , , |
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Titel: |
Research of Signal Processing Based on Kalman Filter and Particle Filter |
In: | Applied Mechanics and Materials, 548-549, 2014, S. 1080-1084 |
veröffentlicht: |
Trans Tech Publications, Ltd.
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Umfang: | 1080-1084 |
ISSN: |
1662-7482 |
DOI: | 10.4028/www.scientific.net/amm.548-549.1080 |
Zusammenfassung: | <jats:p>The current transducer is the premise condition of electricity measurement, relay protection, monitoring and diagnosis system, and power system analysis. This paper introduces the principle and signal to noise characteristics of optical current transducer (OCT), which is based on <jats:italic>Faraday Magneto-optic effect</jats:italic>. Then, proposed uses the kalman filter and<jats:italic> particle filtering method</jats:italic> to improve the output SNR of OCT, for the OCT has a low SNR. At last, Establish the both particle filter dynamic model for AC and DC situation, After choosing appropriate parameters of the kalman filtering and particle filtering mix method on the matlab simulation of the above situation, the results show that the kalman filtering and particle filtering mix method can improve the output SNR and measuring accuracy.</jats:p> |
Format: | E-Article |
Quelle: | Trans Tech Publications, Ltd. (CrossRef) |
Sprache: | Unbestimmt |