EKF-SLAM Simulator This version of the simulator uses global variables for all large objects, suc
EKF-SLAM Simulator This version of the simulator uses global variables for all large objects, such as the state covariance matrix. While bad progr...
EKF-SLAM Simulator This version of the simulator uses global variables for all large objects, such as the state covariance matrix. While bad progr...
基于EKF的機(jī)器人SLAM演示程序, 對(duì)于搞機(jī)器人定位及地圖構(gòu)建的朋友會(huì)有一定幫助, 這個(gè)版本用的人比較多...
文中闡述一種移動(dòng)機(jī)器人SLAM問題的解決方法,首先利用激光測(cè)距儀得到環(huán)境中障礙物的監(jiān)測(cè)圖表,然后增量的構(gòu)建全局地圖。利用擴(kuò)展卡爾曼濾波器(EKF)創(chuàng)建移動(dòng)機(jī)器人定位計(jì)算的有界估量;最后通過仿真和物理實(shí)驗(yàn)驗(yàn)證了該方法的正確性。可為解決機(jī)器人在未知環(huán)境下的地圖創(chuàng)建與定位問題提供理論依據(jù),具有實(shí)際意義...
使用Unscented Kalman Filter進(jìn)行SLAM,主要用于機(jī)器人定位和地圖自動(dòng)繪制,UKF的效果要優(yōu)于EKF,當(dāng)然計(jì)算量也大些。...
用EKF,在matlat環(huán)境下實(shí)現(xiàn)的SLAM,包括GUI仿真界面及參考文件...