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小波多分辨分析用于化学发光光谱的噪声滤除
The Noise-Filtering of Chemiluminescence Spectra with Wavelet Multiresolution Analysis
【摘要】 本文利用小波变换对化学发光光谱进行了多分辨信号分解 ,有效地滤除噪声 ,提高了光谱信噪比。讨论了不同小波基和分解级次对分析结果的影响。分析表明小波分析对离散信号处理具有一定优势。
【Abstract】 In this paper,the wavelet multiresolution signal decomposition was successfully applied to the filtering of high frequency noise in chemiluminescence spectra.The spectra signal to noise ratio was greatly improved while the noise was suppressed effectively.The effect of wavelet basis and time of decomposition are also discussed.It is shown that the wavelet analyses have many advantages in processing of discrete signals.
【关键词】 小波多分辨分析;
噪声滤除;
化学发光光谱;
【Key words】 Wavelet multiresolution analysis; Noise filtering; Chemiluminescence spectra;
【Key words】 Wavelet multiresolution analysis; Noise filtering; Chemiluminescence spectra;
【基金】 国家自然科学基金!(No . 2 97730 4 4 )资助
- 【文献出处】 光谱学与光谱分析 ,SPECTROSCOPY AND SPECTRAL ANALYSIS , 编辑部邮箱 ,2000年02期
- 【分类号】O433
- 【被引频次】14
- 【下载频次】227