地面运动目标振动信号的特性分析与目标识别
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摘要
地面目标振动信号的特征提取是进行目标识别技术的关键,针对人员行走、车辆行驶等地面目标运动时产生的振动信号,首先进行实验测试建立包含反映目标属性特征信息的信号样本数据库,然后通过过零数分析方法得到信号的时域特征,实现了单人与车辆的目标识别,最后采用Welch谱分析法对信号进行了频域分析并实现了单人与多人的目标识别。实验表明这两种方法简便、易实现,有较好的识别效果。
The feature extraction of seismic signals that ground targets produce is the critical technology of object recognition.In order to pick up the seismic signal produced by moving targets such as humans or vehicles,Firstly,we did an experiment and established the signal sample database containing information which reflects the target attribute characteristics.Through an analysis of the Zero-Crossing Number method,we have obtained the time domain feature of seismic signal,and two targets of single man and vehicles have been distinguished.Finally,the Welch spectral method is used to analyze the signal frequency domain,and we have distinguished two targets of single and more than a random man.The experiments show that the two methods have the advantages of simple operation,easy implementation and good recognition effect.
引文
[1]朱亚坤.基于传感器阵列的振动目标识别与定位技术研究[D].西安:武警工程大学,2012.
    [2]徐照胜.地震动传感器的目标检测和识别算法研究[D].合肥:安徽大学,2010.
    [3]蓝金辉.目标地震动信号的特征提取及识别研究[J].振动与冲击,2001,20(4):42-44.
    [4]宋宁,关华.经典功率谱估计及其仿真[J].现代电子技术,2008,33(11):159-161.

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