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OALib Journal期刊
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A Wavelet-Based Algorithm for SAR Raw Data Compression
一种基于小波变换的高倍数SAR原始数据压缩算法

Keywords: Raw data compression,Lifting wavelet transform,Optimum bit allocation,Lloyd-Max quantizer
原始数据压缩
,提升小波变换,最优比特分配,Lloyd-Max量化器

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Abstract:

In this paper, a technique for compressing Synthetic Aperture Radar(SAR) raw data using block lifting wavelet transform is considered. Due to the statistical properties of SAR signal, a proper subband bit allocation strategy is presented. At high bit rates and low bit rates, the uniform and non-uniform Lloyd-Max quantizer optimized for Gaussian statistics is respectively used to quantize the wavelet coefficients in order to get the optimum quantization gain. The performances achieved in terms of bit rate reduction and certain quality parameters have been evaluated. These show an increased performance in this method with respect to conventional methods.

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