小波神经网络应用于色谱信号处理中的一种改进算法

One kind of ameliorate arithmetic based on Wavelet-ANN to processing chromatogram signal

在紧致集正交小波神经网络对色谱信号处理应用的基础上,提出一种新的算法,即用B-样条函数代替紧致集正交小波函数,这样便可以解决难构造出具有解析形式的紧致集正交小波函数的问题.这种方法的引入可以使神经网络在信号的处理范畴中得到更广泛的应用.

This paper discusses a new kind of ameliorative arithmetic that based on Wavelet-ANN (Artificial Neural Network) to processing chromatogram signal, and the ameliorative arithmetic is that fast orthogonal wavelet function be replaced with B-spline function. This arithmetic can resolve the problem that is difficult to construct fast orthogonal wavelet function with a resolution formula . This kind of method can make the application of artificial neural network wide.