The real-time gpr signals preprocessing algorithm based on LWT in high scan rate

Gan Lu, Zhou Long
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引用次数: 2

Abstract

In this work, we use DSP mechanism for real-time Ground Penetrating Radar (GPR)data preprocessing assess in high scan-rate scenarios. The lifting wavelet transform-based algorithm takes the advantages of efficient computation and memory reduction and is a suitable solution for DSP real-time implementation. In addition, the parallel operations technique on DSP memory is applied to enhance the system efficiency. Such that we realize a 3-level pipeline data structure which can significantly release the signal preprocessing time from the data collecting and data display time etc. The experimental results demonstrate the effectiveness of the developed scheme for real-time GPR data processing.
高扫描率下基于LWT的探地雷达实时信号预处理算法
在这项工作中,我们使用DSP机制对高扫描率场景下的探地雷达(GPR)数据进行实时预处理评估。基于提升小波变换的算法具有计算效率高、减少内存的优点,是一种适合DSP实时实现的解决方案。此外,在DSP存储器上采用并行运算技术,提高了系统的效率。从而实现了三层流水线数据结构,大大节省了数据采集、数据显示等方面的信号预处理时间。实验结果验证了该方案对探地雷达实时数据处理的有效性。
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