Qin Lei, Wang Yan-fei, Hu Xiao-xin. An Efficient High Compression Ratio Algorithm for SAR Raw Data[J]. Journal of Electronics & Information Technology, 2005, 27(8): 1233-1236.
Citation:
Qin Lei, Wang Yan-fei, Hu Xiao-xin. An Efficient High Compression Ratio Algorithm for SAR Raw Data[J]. Journal of Electronics & Information Technology, 2005, 27(8): 1233-1236.
Qin Lei, Wang Yan-fei, Hu Xiao-xin. An Efficient High Compression Ratio Algorithm for SAR Raw Data[J]. Journal of Electronics & Information Technology, 2005, 27(8): 1233-1236.
Citation:
Qin Lei, Wang Yan-fei, Hu Xiao-xin. An Efficient High Compression Ratio Algorithm for SAR Raw Data[J]. Journal of Electronics & Information Technology, 2005, 27(8): 1233-1236.
In this paper, the factors that affect the Block Adaptive Vector Quantization (BAVQ) compression performance are analyzed, which are the Signal to compression Noise Ratio (SNR) of Block Adaptive Quantization (BAQ), the encoding algorithm computation complexity, the statistics and dynamic range of BAQ compressed data. Based on these factors, the paper proposes an improved BAVQ algorithm to compress Synthetic Aperture Radar (SAR) raw data. In the improved algorithm, the traditional block adaptive quantizer is replaced by more bits one. Using this improved BAVQ algorithm to compress high resolution SAR raw data, larger SNR values than the previous compression algorithms under the same compression ratio are obtained. The decompressed images reserve most of details on the images resulted from raw data.
Moreira A, Blaser F. Fusion of block adaptive and vector quantizer for efficient SAR data compression. IGARSS, 1993:1583 - 1585.[2]Lebedeff D, Mathieu P, Barlaud M, Lambert-Nebout C,Bellemain P. Adaptive vector quantization for raw SAR data.IGARSS, 1995:2511 - 2514.[3]Kwok R, Johnson W T K. Block adaptive quantization of Magellan SAR data[J].IEEE Trans. on Geoscience and Remote Sensing.1989, 27(4):375-[4]Linde Y, Buzo A, Gray R M. An algorithm for vector quantizer design[J].IEEE Trans. on Communications.1980, 28(1):84-[5]王岩飞,朱敏慧.合成孔径雷达原始数据非线性量化压缩频谱分析[J].电子与信息学报.2001,23(12):1264-1270浏览