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One-dimensional signal processing techniques for airborne laser bathymetry

机译:机载激光测深的一维信号处理技术

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摘要

The application of one-dimensional signal processing techniques for the preprocessing of waveforms obtained in airborne laser bathymetry is investigated. Specifically, a special type of smoothing digital filter is used to remove noise in the waveforms while preserving the information content up to a desired degree. An algorithm, which incorporates a lowpass digital differentiator is then used to detect the bottom reflection. The optimal cutoff frequency of the differentiator is determined on the basis of the spectral content of the bottom reflection. After preprocessing, a waveform-decomposition technique recently described by the authors is used to separate the surface and bottom reflections for sea-depth estimation. In order to evaluate the effectiveness of the techniques developed, sea-depth estimates obtained are compared to corresponding estimates obtained by a local surveying company, and a high degree of agreement is observed between the two sets of results. When the resolution between the surface and bottom returns is low, the proposed techniques together with waveform decomposition offer a significant improvement in the sea-depth estimates.
机译:研究了一维信号处理技术在机载激光测深仪中获得的波形预处理中的应用。具体而言,一种特殊类型的平滑数字滤波器用于去除波形中的噪声,同时将信息内容保留到所需程度。然后使用结合了低通数字微分器的算法来检测底部反射。微分器的最佳截止频率是根据底部反射的光谱含量确定的。在预处理之后,作者最近描述的波形分解技术被用于分离表面和底部反射以进行海深估计。为了评估所开发技术的有效性,将获得的海深估计值与当地测量公司获得的相应估计值进行比较,并且在两组结果之间观察到高度一致。当海面和海底回波之间的分辨率较低时,所提出的技术与波形分解一起可大大改善海深估算。

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