GaborTraining

说明：  一本比较好的书：精通Matlab综合辅导与指南-源程序，和大家一起分享(A relatively good books: proficient in Matlab comprehensive counseling and guidance- source, and to share with everyone)

将压缩感知用于谱估计中，根据论文谱压缩感知的一些程序(Compressive sensing (CS) is a new approach to simultaneous sensing and compression of sparse and compressible signals based on randomized dimensionality reduction. To recover a signal from its compressive measurements, standard CS algorithms seek the sparsest signal in some discrete basis or frame that agrees with the measurements. A great many applications feature smooth or modulated signals that are frequency sparse and can be modeled as a superposition of a small number of sinusoids. Unfortunately, such signals are only sparse in the discrete Fourier transform (DFT) domain when the sinusoid frequencies live precisely at the center of the DFT bins. When this is not the case, CS recovery performance degrades significantly. In this paper, we introduce a suite of spectral CS (SCS) recovery algorithms for arbitrary frequency sparse signals. The key ingredients are an over-sampled DFT frame, a signal model that inhibits closely spaced sinusoids, and classical sinusoid parameter e)

田纳西-伊斯曼过程的数据，分训练集和测试集，共44组数据。(Tennessee- Eastman process the data, sub-training set and test set, a total of 44 sets of data.)

小波分析,包换小波降噪，分解和重构，频谱分析(Wavelet analysis, replacement wavelet noise reduction, decomposition and reconstruction, spectrum analysis)

说明：  连续投影算法，实现光谱数据特征波长的选择(Continuous projection algorithm to select characteristic wavelength of spectral data)

用matlab实现的图形文字匹配，配有文字图片(Matlab implementation of the graphical text with matching pictures with words)

可调增益基于Lyapunov定理的模型参考自适应算法(Adjustable gain model reference adaptive algorithm based on Lyapunov Theorem)

基于matlab的随机数的生成，包括其他调用的函数，(Random number generation based on MATLAB, including other call function )

蒙特卡罗模拟光散射程序，粒子随机分布，绝对可以直接运运行。带有简单说明～～～～～～！， (Monte Carlo simulation of light scattering process, the particles are randomly distributed, can definitely be shipped directly to run. With a brief description ~ ~ ~ ~ ~ ~! ,)

this is some script files and functions that introduce finite element method to start