使用Labview进行实时目标识别

M. Chinchu, M. Supriya
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引用次数: 2

摘要

水下目标的实时识别是当前研究的热点之一。每个水下目标都有一个叫做特征的声学特征。这些特征被用来识别声目标。该系统的主要组成部分是分类器,分类器的性能主要取决于这里使用的特征提取方法和分类算法。采用低频倒谱系数技术(MFCC)进行特征提取。分类算法采用支持向量机(SVM)方法,整个系统使用Labview实现。该系统能够实时识别水下目标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Real time target recognition using Labview
Real time underwater target recognition is one of the specific areas where the latest research is being undertaken. Each underwater target has got an acoustic signature called feature. These features are used to identify an acoustic target. The main component of such a system is a classifier, whose performance depends mainly on the feature extraction method and classification algorithm being used here. Mel frequency Cepstral coefficients technique (MFCC) is used for feature extraction. Support Vector Machine (SVM) method is employed as the classification algorithm and the entire system is implemented using Labview. The system can identify underwater targets in run time.
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