Study of Health Monitoring of Vehicle Structure by Using Feature Extraction based on Discrete Wavelet Transform

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  • 離散ウェーブレット変換に基づく特徴抽出を用いた自動車構造の健全性モニタリングの研究
  • リサン ウェーブレット ヘンカン ニ モトヅク トクチョウ チュウシュツ オ モチイタ ジドウシャ コウゾウ ノ ケンゼンセイ モニタリング ノ ケンキュウ

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Abstract

In recent years, development of the wireless communication technology is able to provide useful information and active safety for the drivers. Though many researchers try to monitor a traffic congestion, weather condition, road surface condition and car maintenance by the on-board TV camera or the probe car system, sensor signals of these have non-stationary and transitory characteristics while the vehicle is in motion. In this study, we specially turn attention to the feature extraction for the strain signals while the vehicle is in motion. We examine the local analysis based on the Discrete Wavelet Transform and the Short-Time Fourier Transform applied to the feature extraction of the failure detection.

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