KFUPM Code:

CIE 482: Path Planning and Navigation of Mobile Robots

Catalog Description:

Key concepts, algorithms and design of robot motion and navigation in the presence of obstacles and static and dynamic environments with uncertainty. Real-time feedback control to track the planned motion, C-space obstacles, grid-based motion planning, randomized sampling-based planners, and virtual potential fields. Robot Localization using Kalman Filtering

SlidesHomework/AssignmentRecording (Youtube Link)
Lecture 13: Overview of Probabilistic Map-based Localization
Lecture 14: Basics of Probability TheoryAssignment 3
Lecture 15: Bayesian Filtering TheoryLecture 15
Lecture 16: Kalman Filtering IAssignment 4CodeLecture 16
Lecture 17: Kalman Filtering IILecture 17
Lecture 18: Kalman Filtering IIILecture 18
Lecture 19: Extended Kalman FilterAssignment 5Code
Assignment 6
Lecture 19