Iad ABDUL-RAOUF

Large Scale Mapping of Indoor Magnetic Field by Local and Sparse Gaussian Processes

Magnetometer-based indoor navigation uses variations in the magnetic field to determine the robot's location. For that, a magnetic map of the environment has to be built beforehand from a collection of localized magnetic measurements. Existing solutions built on sparse Gaussian Process (GP) regressi…