Research on Metal Target Classification Method Based on Multi-Frequency Electromagnetic Induction

The traditional single-frequency metal mine detector is limited by the single-frequency component, which is difficult to meet the requirements of high-accuracy detection of multiple types of mine targets. The modulation square wave is used to transmit the multi-frequency signal based on the multi-fr...

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Veröffentlicht in:Journal of physics. Conference series 2023-03, Vol.2447 (1), p.12002
Hauptverfasser: Wang, Zhan, Jiang, HeJun, Luo, ZhaoPeng, Zheng, FangFu, Xiao, KeZhen, Qu, ShiHua, Wu, MeiWu
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Sprache:eng
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Zusammenfassung:The traditional single-frequency metal mine detector is limited by the single-frequency component, which is difficult to meet the requirements of high-accuracy detection of multiple types of mine targets. The modulation square wave is used to transmit the multi-frequency signal based on the multi-frequency electromagnetic induction technology. The phase-locked amplifier is used to extract the signal feature of each frequency component. The naive bayesian algorithm is used to classify metal targets according to the extracted feature vectors. This method can effectively improve target classification accuracy compared with single-frequency metal mine detectors.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/2447/1/012002