▍1. matlab-LDPC
ldpc material about ldpc techniques,like encoding and decoding
ldpc material about ldpc techniques,like encoding and decoding
说明: 基于matlab机械故障诊断教程,里面涵盖了很多程序,都可以直接用,还有模式识别,遗传算法、粒子群、支持向量机等,适合研究故障诊断方向使用(Based on the matlab mechanical fault diagnosis tutorial, it covers many programs that can be used directly, as well as pattern recognition, genetic algorithms, particle swarms, support vector machines, etc., suitable for research on fault diagnosis.)
matlab遗传算法工具箱的使用方法,较为全面的遗传算法工具箱使用教程(Matlab genetic algorithm toolbox using a more comprehensive use of genetic algorithm toolbox tutorial)
本书论述在MATLAB环境下如何实现神经网络,包括了常用的神经网络及相关理论,如BP神经 网络、RBF神经网络、SVM、SOM神经网络、灰色神经网络、决策树、随机森林、小波神经网络、NARX神经网络等以及各种优化算法与神经网络的结合。(This book discusses how to realize neural network in MATLAB environment, including the commonly used neural network and related theory, combined with the BP neural network, RBF neural network, SVM, SOM neural network, grey neural network, decision tree, random forest, wavelet neural network and NARX neural network, optimization algorithm and neural network.)
介绍关于蒙特卡洛算法,用于模拟光子在人体皮肤(组织中传播的作用)(The Monte Carlo algorithm is introduced to simulate the effect of photons on human skin (tissue propagation).)
通过列举各种实际例子,既介绍了MATLAB的一般用法,包括常用命令、语法规则、矩阵运算、数学函数及二、三维图形的绘制,又介绍了比较复杂的数值计算、图形用户界面和工具箱函数回调的编写方法。本书重点阐述了如何利用MATLAB解决化学研究中的实际问题,介绍了数值计算、绘图及优化、统计、神经网络和模糊逻辑等工具箱函数的应用;通过介绍实例和实际编写MAT—LAB程序,使读者能够熟练应用MATLAB语言实现并改进各种算法。(Through some practical examples, it introduces the general usage of MATLAB drawing, including the commonly used commands, grammar rules, matrix operations, mathematical functions, and two 3D graphics, and introduces the numerical calculation, more complex graphical user interface and the toolbox function callback writing method. This book focuses on how to use the MATLAB to solve practical problems in chemical research, introduces the application of numerical calculation, drawing and optimization, statistics, neural network and fuzzy logic toolbox function; through the introduction of practical examples and the preparation of MAT - LAB program, so that readers can skilled application of MATLAB language and improved algorithms.)
有限元分析的matlab代码- 结构 本书旨在为读者提供一些有限元的matlab代码。 在简短介绍MATLAB之后,这本书说明了有限元。 用简单的脚本和函数实现一些问题。 .离散系统,如弹簧和杆 .梁和框架在二维和三维中的弯曲 .平面应力问题 .弯曲板 .Timoshenko明德林梁和板的自由振动,包括叠层复合材料 .Timoshenko梁和明德林板的屈曲(MATLAB Codes for Finite Element Analysis- Solids and Structures This book intend to supply readers with some MATLAB codes for finite element analysis of solids and structures. After a short introduction to MATLAB, the book illustrates the finite element implementation of some problems by simple scripts and functions. The following problems are discussed: .Discrete systems, such as springs and bars .Beams and frames in bending in 2D and 3D . Plane stress problems .Plates in bending .Free vibration of Timoshenko beams and Mindlin plates, including laminated composites .Buckling of Timoshenko beams and Mindlin plates)
现代控制系统,Dorf.R.C及Bishop.R.H的大作,现在都到第十三版了。从事控制工程的工程师都应该好好读读这本书,讲解清晰,并附有大量工程实例,之前在学校没学懂控制理论,是在工作过程中自学的,主要就是这本书吧,控制工程人员的基础。 包含课本源码(源码从网上都好找),以及中文PPT(这个网上不好找的)。不愿花钱买的,也可以上网找找电子书,中文扫描版或英语版电子书。(Modern control systems, Dorf.RC and Bishop.RH s masterpiece, now to the 13th edition of the. Engineers involved in control engineering should be a good read this book to explain clearly, together with a large number of engineering practice, did not learn in school before the control theory, self-learning process at work, and mainly the book a, control engineering staff base. Includes textbooks, source (source code from the Internet are all easy to find), and Chinese PPT (not easy to find in this online). Unwilling to spend money to buy, you can also look for books online, the Chinese version or English version of book scanning.)
说明: 现代控制理论书籍,是学习现代控制理论的必备资料(Modern control theory books)
f16的非线性模型设计,也许对你有用。MATLAB的,里面有配套说明(Nonlinear_F16_Fighter_Model)
说明: 国外控制理论方向经典书籍,圣书。让大家对非线性的知识有一个系统的了解,对设计非线性控制和分析非线性系统的稳定性入门有很大的好处。(Let everyone have a systematic understanding of nonlinear knowledge, which is of great benefit to the design of nonlinear control and analysis of the stability of nonlinear systems.)
数学建模算法与程序大全和Maltab在数学建模中的应用两本电子书与随书所有源代码,好资料不必多说。(Mathematical modeling algorithm and program)
说明: 北航《系统辨识与自适应控制MATLAB仿真》(Beihang "system identification and adaptive control Mtalab simulation" example source code)
机器人标定,基于POE公式的机器人几何参数标定(Robot calibration, calibration of robot geometric parameters based on POE formula)
matlab建模与仿真带源码于群版,亲测非常全面,带书中例子和simpower使用手册(Matlab modeling and simulation)
说明: matlab建模与仿真带源码于群版,亲测非常全面,带书中例子和simpower使用手册(Matlab modeling and simulation)
说明: 李航的统计学习方法,可以结合机器学习相关书籍看(Li Hang's statistical learning method can be combined with machine learning related books)