MATLAB-case-studies

polynomial coeff to string

利用卫星数据描绘大洋表面温度，并附有分析说明(Using satellite data depicting ocean surface temperatures, along with analysis shows)

说明：  预处理工具包括：主成分Analysi 小号（PCA），白化，过滤：高通滤波（HPF），低通滤波（LPF），子带滤波器（巴特沃斯，切比雪夫，椭圆）用的滤波器，频率子带和可调顺序子带的数量）或用户定义的 预处理功能。 后处理工具实际上包括：通过去除不想要的组件，噪声或伪像，对原始原始数据进行压缩和重建（“清理”）。 该算法不仅可以执行ICA，还可以执行二阶统计盲源分离（BSS），稀疏分量分析（SCA），非负矩阵分解（NMF），平滑分量分析（SmoCA），因子分析（FA）和任何其他可能的矩阵X = HS + N或 Y = WX形式的因式分解，其中H = W +是混合矩阵或基本向量矩阵。X是观测数据的矩阵，S是原始数据的矩阵，N表示其他噪声的矩阵。 ICA / BSS算法是纯数学公式，功能强大，但机械程序却很复杂：机械得到最佳实施后，用户要做的工作不多。ICALAB的成功和有效使用在很大程度上取决于先验知识，常识以及对预处理和后处理工具的适当使用。(icalab toolboxes for signal process, based on the software MATLAB.)

用MATLAB编程的fir数字滤波器设计及其报告，希望对有用的人，有帮助(Using MATLAB programming fir digital filter design and its report, useful for people who want to have to help)

《Dynamical Systems with Applications using MATLAB》源代码("Dynamical Systems with Applications using MATLAB" covers standard material for an introduction to dynamical systems theory. The text deals with both discrete and continuous systems. )

Generating Multivariate Gaussian RV

Gabor的matlab程序，Gabor滤波是一种不错的特征提取方法，尤其在图像处理应用广泛(Gabor' s matlab program, Gabor filter is a good feature extraction method, especially widely used in image processing)

说明：  针对Z变换法无法求取相邻采样点之间的输出响应的局限，利用MATLAB程 序语言，对单位负反馈系统的改进z变换法进行了程序设计。通过simulink仿真的实验，证 明该程序运算快速、准确，使用方便。(For the Z transform method can not strike between adjacent sampling points in response to the limitations of the output, using MATLAB programming language, a negative feedback system of units of the z transform method to improve the program design. Through simulink simulation experiments show that the procedures for computing fast, accurate and easy to use.)

Description We present a Matlab toolbox which can solve basic problems related to the Total Least Squares (TLS) method in the modeling. By illustrative examples we show how to use the TLS method for solution of: - linear regression model - nonlinear regression model - fitting data in 3D space - identification of dynamical system This toolbox requires another two functions, which are already published in Matlab Central File Exchange. Those functions will be installed to computer via supporting install package requireFEXpackage included in TLS package. For more details see ReadMe.txt file. Authors: Ivo Petras, Dagmar Bednarova, Tomas Skovranek, and Igor Podlubny (Technical University of Kosice, Slovakia) Detailed description of the functions, examples and demos can be found at the link: Ivo Petras and Dagmar Bednarova: Total Least Squares Approach to Modeling: A Matlab Toolbox, Acta Montanistica Slovaca, vol. 15, no. 2, 2010, pp. 158-170.

BPSK的算法仿真，自己编写的，文章IEEE(BPSK algorithm simulation, I have written, the article IEEE)