extendedkalmanfilter0503

基于形状的匹配是图像匹配领域的一个新的方法，文件里面是关于基于形状匹配的国外相关文章以及MATLAB代码。(Shape-based matching is a new approach in the field of image matching, document which is based on shape matching foreign-related articles and MATLAB code.)

用MATLAB做granger 因果关系检验(To use MATLAB to do granger causality test)

说明：  基于TS模糊模型的二级倒立摆系统仿真研究(Based on TS Fuzzy Model of Double Inverted Pendulum System Simulation)

使用时域有限差分法进行电磁波演，得到模型(FDTD to build a model)

国外计算机经典教材，MATLAB有限元分析与应用。该书为中译本，详尽介绍了有限元分析的各种方法。(MATLAB guide to finite elements.)

说明：  mppt模块，可以实现光伏发电系统光伏电池最大功率点跟踪，可以作为前端输入(Solar photovoltaic power generation simulink model, including battery, the function of maximum power point tracking and so on)

改进神经网络PID程序用来位置跟踪，比普通的PID位置跟踪稳定性高(PID neural network program is used to improve location tracking, location tracking than conventional PID stability)

说明：  matlab代码，轴承特征提取，包括rms、最大幅值、峰值因子、绝对平均值、平均值、峭度、脉冲因子、裕度因子、能量，小波包、经典模态分解等特征(Matlab code, bearing feature extraction, including rms, maximum amplitude, crest factor, absolute mean, mean, kurtosis, pulse factor, margin factor, energy, etc.)

语音工具箱，包括lpc， cepstrum， 等等语音处理工具，配有音频源文件，方便使用!(speech processing toolbox, contains lpc, cepstrum, and so on.)

本文对变步长(VSS) 自适应滤波算法进行了分析,针对输入信号高度相关时算法收敛速度下降导致性能下降 的问题,提出了一种解相关变步长归一化LMS 自适应算法,引入相关性原理,使得算法保持良好的收敛性能。计算机仿真 结果与理论分析相一致(In this paper , we discuss and analyze the variable step2size adaptive algorithm(VSSLMS) ,in which the descent of it s convergence speed leads to the reduction of performance when input signals are heavily correlated . As a result , we propose an uncorrelated variable step2size normalized LMS adaptive algorithm. Due to the principle of correlation ,the algo2 rithm can achieve good performance. The simulations agree to the theoretical analysis.)