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基于正弦和余弦函数的小波滤波器的统一解析构造
Uniform Analytic Construction of Wavelet Analysis Filters Based on Sine and Cosine Trigonometric Functions
【摘要】 首次提出用正弦函数和余弦函数解析构造任意长度的紧支集正交小波滤波系数· 首先给出了对 N =2 k- 1时 (k个参数 )的解析结构 ,其次给出了N =2k时正交小波滤波器的统一构造方法· 此后验证了著名的Daubechies小波滤波器的构成参数 ,并验证了一些被广泛使用的著名小波分析滤波器 ,所有这些滤波器容易用一组参数直接计算出来· 小波滤波器的解析构造使得在应用中动态选择小波基变得极其容易 ,这一结果必将在小波理论、应用数学及模式识别等领域产生十分重要的作用
【Abstract】 Based on sine and cosine functions, the compactly supported orthogonal wavelet filter coefficients with arbitrary length are constructed for the first time. When N=2 k-1 and N=2k, the unified analytic constructions of orthogonal wavelet filters are put forward, respectively. The famous Daubechies filter and some other well known wavelet filters are tested by the proposed novel method which is very useful for wavelet theory research and many application areas such as pattern recognition.
【Key words】 wavelet analysis; filter; trigonometric functions; analytic construction;
- 【文献出处】 应用数学和力学 ,Applied Mathematics and Mechanics , 编辑部邮箱 ,2001年05期
- 【分类号】O242.29
- 【被引频次】17
- 【下载频次】202