Upsampling_and_Downsampling

this M - file calculate the gradient of a two dimentional function

输入信号五个基于瞬时信息的特征：零中心归一化瞬时幅度功率谱密度的最大值,零中心归一化瞬时幅度绝对值的标准偏差，零中心非弱信号段瞬时相位非线性分量绝对值标准偏差，零中心非弱信号段瞬时相位非线性分量标准偏差，零中心归一化的非弱信号段瞬时频率绝对值的标准偏差，得到识别出的信号类别，本例为2PSK, 4PSK, GMSK, OQPSK, pi/4DQSK中的一个，还可以看Art网络的扩展性。(input signal instantaneous information on five characteristics : In the center is one of the instantaneous rate of the power spectral density of the maximum, is a center to the absolute value of the instantaneous rate of the standard deviation, Non-zero weak signal instantaneous phase of the nonlinear component absolute standard deviation, Non-zero weak signal instantaneous phase of the nonlinear component standard deviation, In the center is one of the non-weak signal of the absolute value of the instantaneous frequency standard deviation, the identification of signal type, The cases of two PSK, 4PSK, GMSK, OQPSK, pi/4DQSK of one, Art can be viewed network scalability.)

使用Matlab实现图形图像的拼接，压缩包中包含有完整的图片及程序，以及程序运行说明。(The code of Image Processing using Matlab)

说明：  精通MATLAB最优化计算的程序，对优化算法，机器学习等方面有较好的帮助(Proficient in MATLAB optimization program)

Adaptive k means clustering code

selforganising map for the matching algorithm for the biometric appilcations enroll ment

捷联惯导与行位推算，构成组合导航系统，INS和航位推算组合(The SINS line reckoning that constitute the integrated navigation system, INS, and the combination of dead reckoning)

小波包变换的MATLAB程序,快速傅立叶变换频谱分析(Wavelet packet transform MATLAB program, fast Fourier transform spectrum analysis)

很经典的L1范数算法，可以用于对优化算法的改进，有效加快运算速度和优化精度！(Classic L1 norm algorithm, the optimization algorithm can be used effectively to accelerate the speed of operation, and optimization precision!)

经典的二型模糊逻辑系统学习资料，来自于mandle学习二型模糊逻辑系统必备的程序开发包(basic Software for learning type-2 fuzzy system)