Based-on-BP-power-load-forecasting

GPS_INS松组合程序，采用EKF滤波，包含仿真环境(GPS/INS loose-couple program, with EKF application for navigation filters, the simulation environment is also included.)

说明：  一个升压电路，可以作为开发电力电子直直升压电路参考，使用全桥整流。(A boost circuit can be used as a reference for the development of power electronics direct boost circuit, using full bridge rectifier.)

PASCAL Visual Object Classes，视觉识别竞赛的程序，共有20大类视觉目标。用MATLAB代码写成。能生成precision/recall图。(PASCAL Visual Object Classes, Competition visual recognition procedures, a total of 20 major categories of the visual target. With code written in MATLAB. Able to generate precision/recall graph.)

k-means均值算法matlab语言写的，很实用的源码(k-means means algorithm matlab language, very useful source)

异步电机的各种仿真模型，包括定子磁链模型、转子磁链模型，力矩计算模型等(simulation model of asynchronous machine)

说明：  一个matlab神经网络工具箱，其中包含RNN,CNN等(Matlab neural network toolbox)

用Python/SciPy实现的卡尔曼滤波算法 将该算法用Matlab语言重新写了一遍的源代码(Using Python/SciPy realize the Kalman filter algorithm of the Matlab language algorithm used to re-write the source code again)

FourierICA是一种无监管的自适应学习方法，用于盲源分离问题，将短时傅里叶变换STFT与独立分量分析ICA相结合。(FourierICA is an unsupervised learning method suitable for the analysis of bss.The method performs independent component analysis(ICA) on short-time Fourier transforms of the data. )

代码实现了二阶AR模型的最优权值递推，使用了LMS和RLS两种方法，对二者性能进行了比较，分别进行了单次和100次平均进行性能观察，并且仿真了不同步长因子对LMS算法的影响以及不同lamda值对RLS算法的影响。文档包含了模型的详细介绍以及2种方法的理论仿真和结果分析。代码以附在之后。(Code to achieve the optimum weights recursive second order AR model, the use of LMS and RLS are two methods were compared for the two properties, were observed and 100 times the average per-performance and simulated sync Effect of a growth factor RLS algorithm impact on LMS algorithm and different lamda value. Document contains the results of theoretical simulation and detailed description of the model and two methods of analysis. Code annexed.)

全数字调制解调器MATLAB仿真源代码，超级实用，下载即可使用。(MATLAB simulation of an all-digital modem source code, super-utility, download to use.)