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化学进展 2000

小波变换与分析化学信号处理

邵学广,庞春艳,孙莉

Keywords: 小波变换,信号处理,平滑滤噪,数据压缩,重叠信号解析

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Abstract:

介绍了小波变换的基本理论并对小波变换的常用算法和应用进行了评述。由于小波变换的时2频局部化性质,使其成为信号处理的强有力工具。在分析化学领域中,小波变换在流动注射分析、伏安分析、高效液相色谱、红外光谱、质谱、核磁共振谱、可见-紫外光谱、光声光谱、扩展X-射线吸收精细结构(EXAFS)谱等分析化学信号的平滑滤噪、数据压缩、重叠信号解析等方面都有成功的应用。

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