telecommunicationsystemmodelling

This is a mixture distribution fitting algorithm in Matlab

发动机系统仿真，matlab/simulink 系统仿真和运算，可以根据油门估算出扭矩(Engine system simulation, matlab/simulink simulation and computing systems, torque can be estimated based on throttle)

LMS ADAPTIVE TRANSVERSAL FILTER EQUALIZER

A MLP code with backpropagation training algorithm designed for aproximation of functions problems.

增广最小二乘的递推算法对应的噪声模型为滑动平均噪声，扩充了参数向量和数据向量H（k）的维数，把噪声模型的辨识同时考虑进去。最小二乘法只能获得过程模型的参数估计，而增广最小二乘法同时又能获得噪声模型的参数估计，若噪声模型为平均滑动模型，，则只能用RELS算法才能获得无偏估计。当数据长度较大时，辨识精度低于极大似然法。(Augmented least squares of recursion algorithm corresponding noise model for moving average noise, expanded parameter vector and data vector H (k) of the dimension, the noise model identification and at the same time into consideration. Least square method can only obtain process model parameter estimation, and augmented least squares method at the same time can obtain noise model parameter estimation, if noise model for the average sliding model,, it can only use RELS algorithm to obtain unbiased estimation. When the data length is bigger, the identification accuracy is lower than maximum likelihood method.)

This code is a short demo of tracking multiple moving points in clutter and noise.

matlab经典算法，其中有32个文件，可实现多个算法，也可组合出更多算法。(classical algorithm matlab, including 32 files, multiple algorithms can also be combined more algorithms.)

使用最陡下降法实现自适应去噪操作的m文件，最后做出了误差特性曲面(Steepest descent method to achieve adaptive de-noising operation m file, and finally made the error characteristics of the surface)

说明：  贝叶斯用多余的字典修复二维图像(矩阵)。使用到了EM优化算法。 (Bayesian Inpainting of 2D images (a matrix) using redundant dictionaries，and EM.)

八节点六面体等参实体单元，包含总刚集成，可用于弹性计算(eight-node brick element with trilinear isoparametric formulation can be used for simple analysis)