MathematicalModelingAlgorithms

高斯白噪声的两种MATLAB实现方式，可以用，已经试验了(AWGN)

说明：  实现任意运动模糊图像的恢复问题中模糊角度的自动鉴别(Realization of automatic identification of motion blurred image angle)

system controllable canonical form

Converts a floating point value to IEEE 754 32 bit binary representation. Sign Bit: 1 Exp: 2 to 9 Frac: 10:32 Single-precision floating-point format is a computer number format that occupies 4 bytes (32 bits) in computer memory and represents a wide dynamic range of values by using a floating point. In IEEE 754-2008 the 32-bit base 2 format is officially referred to as binary32. It was called single in IEEE 754-1985. In older computers, other floating-point formats of 4 bytes were used. For example, the 32-bit floating point bit pattern 1 01111101 00101100000000000000000 is interpreted as the following: (− 1)1 × (1 + 0.34375) × 2(125–127) = -1.34375× 2− 2 = -0.3359375 ​

说明：  这是完整的图像KSVD字典训练压缩感知去噪的程序(This is a complete image ksvd dictionary training compressed sensing denoising procedures)

说明：  LMS在加性高斯白噪声信道下迭代2000步的输出能量和误差权矢量(LMS in the additive white Gaussian noise channel output of the next iteration step 2000, the energy and the error weight vector)

均匀圆阵MUSIC算法，不同信噪比下对信号俯仰角估计性能，用均方根误差表示；采用谱峰搜索寻找最大值对应坐标；(UCA MUSIC to estimate elevation angle vernus different SNRs，describe with RMSE search the spectral peak and fing the maximum )

判断半正定矩阵与正定矩阵间的一种新的准则，gky方法是判定系统是否稳定的一种很有效的方法，里面有源代码和相应文档(Judge half positive definite matrix and the positive definite matrix, a new criterion between gky method is to determine whether the system stability of a kind of very effective method, there are source code and documentation accordingly)

在matlab下时间序列分析ARMA模型的建立和预测程序ARMA(Under the matlab time series analysis and forecasting ARMA model procedures for ARMA)

基于Sinmulink的声学仿真试验 课题内容一： 回声仿真试验 采用MATLAB的Sinmulink工具可以方便地对回声产生的过程进行建模和仿真 (A topic-based content Sinmulink acoustic simulation experiment: the echo simulation using MATLAB' s Sinmulink tools can easily process the echo generated by modeling and simulation)