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kalman_intro_chinese.rar
- 卡尔曼滤波器是一个“optimal recursive data processing algorithm（最优化自回归数据处理算法）”。对于解决很大部分的问题，他是最优，效率最高甚至是最有用的。他的广泛应用已经超过30年，包括机器人导航，控制，传感器数据融合甚至在军事方面的雷达系统以及导弹追踪等等。近年来更被应用于计算机图像处理，例如头脸识别，图像分割，图像边缘检测等等。,Kalman filter is an " optimal recursive data processing
2009.7.20.rar
- 自平衡机器人的源代码,包括kalman滤波器，PID控制的源代码等等,code of self balancing robot ,kalman filter s Pid control s code
Slam
- 基于卡尔曼滤波的机器人定位及地图创建（salm），对1D、2D、3D等情况分别进行仿真-Kalman filter-based robot localization and map building (salm), on the 1D, 2D, 3D, etc. were simulated
MobileRobotsExampleMatlabCode
- Extended Kalman Filter for robot localization, mapping, SLAM. Matlab 仿真机器人应用扩展卡尔曼滤波器localization, mapping, SLAM.-Extended Kalman Filter for robot localization, mapping, SLAM. Matlab simulation of the application of extended Kalman filter robot locali
Particle_Filter
- 粒子滤波程序，仿真实现自由度机器人对目标的跟踪，使用kalman滤波估计总雅可比矩阵J，噪声为非高斯噪声-Particle filter procedure, simulation robot tracking of targets, the use of kalman filter estimated total Jacobian matrix J, the noise of non-Gaussian noise
bailey02thesis
- 一篇应用卡尔曼滤波和粒子滤波进行移动机器人室外定位的博士论文-A PhD Thesis Mobile Robot Localisation and Mapping in Extensive Outdoor Environments Utilizing Kalman Filter and Particle Filter
ekfslam_v2.0
- 使用Extended Kalman Filter进行SLAM的新版本代码，主要用于机器人定位和地图自动绘制。-The New Version of SLAM code using Extended Kalman Filter, used in the field of robot localization and map building
ukfslam
- 使用Unscented Kalman Filter进行SLAM，主要用于机器人定位和地图自动绘制，UKF的效果要优于EKF，当然计算量也大些。-The Matlab code for SLAM using Unscented Kalman Filter, mainly used for robot localization and map building
Robot_Localization
- 机器人定位与kalman滤波的学位论文与源程序-Robot localization and kalman filtering and source of dissertation
kalman
- 实现了1D,2D,3D空间自由度下的运动参数的扩展Kalman滤波算法，文章2008 IROS Visual SLAM for 3D Large-Scale Seabed Acquisition Employing Underwater Vehicles的具体实现。-a novel technique to align partial 3D reconstructions of the seabed acquired by a stereo camera mounted on an au
CodeFiltrageParticulaire
- 粒子滤波器在机器人导航中的成功应用，扩展卡尔曼滤波器。-Particle filter in robot navigation in the successful application of extended Kalman filter.
EKFLocalisation_known_matchings
- A robot localization algorithm based on Extended Kalman Filter (EKF). Matlab code.
ApplicationsoftheKalmanFilterslgorithmtorobotloca
- To model the robot position we wish to know its x and y coordinates and its orientation. These three parameters can be combined into a vector called a state variable vector. The robot uses beacon distance and angle measurements and locomotion i
pf
- We are researching robot localization techniques which fuse dead reckoning measurements with range measurements from stationary radio beacons in the robot s environment. This site provides Matlab code for three algorithms explored thus far -- an
StudyKalman
- This paper good for understanding kalman filter, kalman filter algorithm apllied in mobile robot
robot.tar
- robot-gyro and gsensor-kalman filter-state space
codes
- KALMAN 滤波器 辅助 在线足球运动员跟踪 球赛是由模拟器生成的日志文档 此程序只实现如何利用kalman滤波器 对2维平面上的 运动物体进行跟踪 不涉及任何图像处理的东西-Kalman filter assisted on-line multiple objects tracking on simulated robot soccer match log file. The tracking system is working on preprocessed data, so no ima
kalman
- 卡尔曼滤波器，两轮平衡车使用，入参是陀螺仪和加速计采集的数据（ADC采集之后统一成弧度单位制）R_angle可以调节output的平滑度-kalman filter for balance robot(input are rad value,+ or-, source from gyroscope and accelerometer)， parameter R_angle could configure bigger to make output smoother
Balancing
- 自平衡小车卡尔曼滤波程序，ADXL220 可以站立前进倒退-Self-Balancing Robot Kalman filtering procedures, ADXL220 can stand forward backwards
Extended-Kalman-Filter-implementaion-matlab
- Extended Kalman Filter implementation, to determine the position a mobile robot. This implementation takes into consideration the Time-Variance