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介绍了流形学习的几种经典的算法和一些如闻的知识(Describes several classical manifold learning algorithms, and some, such as knowledge of news)

FACIAL EXPRESSION RECOGNITION

快速自适应非局部sar降斑，bm3d处理图像效果非常不错，但复杂度太高，本文针对bm3d复杂度太高这一缺点，对算法计算方面作出改善；通过源程序文件可以很清楚了解作者思想(Fast Adaptive nonlocal sar Despeckling, bm3d image processing effect is very good, but the complexity is too high, the paper is too high for this shortcoming bm3d complexity of computing algorithm to make improvements can clearly understand what the author thought through the source files)

线性调频脉冲压缩的Matlab程序,用于建立主成分分析模型，最终的权值矩阵就是滤波器的系数，包括脚本文件和函数文件形式，与理论分析结果相比，可以动态调节运行环境的参数，可以得到很精确的幅值、频率、相位估计。( LFM pulse compression of the Matlab program, Principal component analysis model for establishing, The final weight matrix is ??the filter coefficient, Including script files and function files in the form, Compared with the results of theoretical analysis, Can dynamically adjust the parameters of the operating environment, You can get a very accurate amplitude, frequency, phase estimation.)

说明：  主成分分析法，用于将低数据维度，减小有相关性的数据特征。(dimensionality reduction)

基于模糊自动控制的分形滤波算法。通过计算分形维数选定滤波器实现自适应滤波去噪。(Automatic control based on fuzzy fractal filtering algorithm. By calculating the fractal dimension ， select adaptive filter to achieve de-noising .)

普通PID控制及其扩展算法控制的MATALB仿真程序，内容包含面广．(ordinary PID control algorithm and its expansion of enriching control simulation program, which includes many sectors.)

遗传算法( Genetic Algorithm，GA) 是建立在自然选择原 理和自然遗传机制上的迭代式自适应概率性搜索方法，它能 够模拟自然界中生物进化的发展规律，对特定目标实现自动 优化(Genetic Algorithm (Genetic Algorithm, GA) is based on the principle of natural selection and natural genetic mechanisms iterative adaptive probabilistic search method, it can simulate the development law of biological evolution in nature, specific targets to achieve automatic optimization)

说明：  下一代无线城域网—MIMO-OFDM模型，关于ofdm的，有源码(The next generation of wireless MAN-MIMO-OFDM model, on ofdm, there are source)

MIMO-OFDM信道容量MATLAB程序(MIMO-OFDM channel capacity MATLAB program)