用于SLAM的，如何比较两断轨迹，以及如何将这两段轨迹用pangolin在界面中绘制出来

基于FPGA的SPWM的程序基于FPGA的SPWM的程序基于FPGA的SPWM的程序基于FPGA的SPWM的程序基于FPGA的SPWM的程序基于FPGA的SPWM的程序

alternating direction method of multipliers优化算法讲解OutlineDual decompositionMethod of multipliersAlternating direction method of multipliersCommon patternsExamplConsensus and exchangeConclusionsDual decompositionDual problemp convex equality constrained optimization problemminimizesubject to Ax= 6e Lagrangian: L(a, g)=f(a)+y(Ac-bdual function: g(y)=infx L(, g)e dual problem: maximize g(g)recover x*=argminL(, y*)Dual decompositionDual ascentgradient method for dual problem: y+l=yk +aVg(yky ")=A c-b, where a= argmin L(a, y")b dual ascent method isk+1gminz L(a, yk/-minimization(Axk+I-b)// dual updateworks, with lots of strong assumptionsDual decompositionDual decompositione suppose f is separablef(x)=f1(x1)+…+fN(xN),x=(x1Nthen L is separable in x: L(a, y)=L1(a1, 3)+...+Ln(N, 3)-y bLi(ai, y)=fi(ai)+y Aiaie -minimization in dual ascent splits into N separate minimizationsk+1argmin Li(li, y)Which can be carried out in parallelDual decompositionDual decompositiondual decomposition(Everett, Dantzig, Wolfe, Benders 1960-65k+1argLi(ei, y)N A: k+scatterupdate i in parallel, gather Ai k+solve a large problemby iteratively solving subproblems(in parallel)dual variable update provides coordinationworks, with lots of assumptions; often slowDual decompositionOutlineDual decompositionMethod of multipliersAlternating direction method of multipliersCommon patternsExamplConsensus and exchangeConclusionsMethod of multipliersMethod of multipliersa method to robustify dual ascentb use augmented Lagrangian(Hestenes, Powell 1969),p>0(, y)=f(c)+y(Ax-b)+(p/2)Acmethod of multipliers( Hestenes, Powell; analysis in Bertsekas 1982)k+1argmin Lp(a, yD(A.(note specific dual update step length pMethod of multipliersMethod of multipliers dual update stepoptimality conditions( for differentiableAcx-b=0, Vf(a*)+A(primal and dual feasibility)Since ah+1minimizes Lp(a, y)k+1 kf(x4+1)+A7(y+p(AVxf(at)+adual update yti=y+p(k+1k+1dual feasibleprimal feasibility achieved in limit: A k+I-b>0Method of multipliers

MATLAB实现的强化学习程序，用于一级倒立摆控制。程序调试正常运行，请放心下载。

基于MATLAB_Robotics工具箱的工业机器人轨迹规划及仿真研究//CAD/CAM/CAE/ CAPP MANUFACTURING INF(ti=i:025:1+1i=0:3:30Ti Tlength I40T1=0102025.50010100-2300001%O0IT2=0102025.500Ii:Il100-2300001%r I-1015202530350.70ta=0:012’%q i =kine hithd Ta055Ta=ctra tI T2 length taikine hithd ta osubplot 3 1subplota qlabel Timc slabel Juiril 1subplot 3 1 2ylabel Joint 2 radtbplot 3 1 3MATLAB-Roboticsincinnati T3label time s746ylabel Joint 3 rad0.020plot hilh g %nMATLAB0.2040.60.81.01.2141.51.82view 40 50 sc0.20.40.60.81.01.21.41.618pauseCincinnati 3-746drivebot hithd Co00.2540.6(.81.01.21.41.61.82CORKE P. Machine Vision Toolbox J. IEEE Robotics and6Aulowalion 2005 12 16-25MCINCINNATI2005MATLAB ADAMS2010493-95.Ⅵ ATLAHCINCINNATI MILACRON T< 3>20225302005alpha=0: pi/80: 2*pi %06R=30%20104188-1901=2022.5+R*sin alphab1=30-R*cos alpha y198Ti=010al:i00lbl:i100-2300001%fori=1:1:402011-04-27201783C1994-2011ChinaAcademicJOurnalElectronicPublishingHouse.Allrightsreservedhttp://www.cnki.net

该程序为Matlab编写的GPS信号产生和捕获程序，最终得到导航数据，可根据不同的卫星号产生不同的C/A码，

FM的调制与解调这是个MATLAB仿真程序，自已认为写的很好！希望会对你有用！！！

mirror driver应用程的原理。使用mirror driver加快屏幕数据获得速度。一个mirror driver的hello world例子。教程：http://blog.csdn.net/qwer430401/article/details/53047022

数字图像处理中针对视频中的烟雾区域进行提取，利用烟雾与背景的色差以及形差进行相应的图像处理。

本资料由本人历时将近一个月完成，详细的记录了由Andrew ng大神在Coursera上所讲的机器学习课程，笔记精炼，适合初学者查阅学习，也非常适合有一定基础的同学温习查阅。

纯电动汽车整车控制策略研究