Siwei Guo

Information Filter Occupancy Mapping using Decomposable Radial Kernels

Building occupancy maps of the environment is a fundamental problem for robot autonomy. A common assumption in early work was that the occupancy states of different map elements are independent. Recently, Gaussian Process (GP) techniques were proposed to capture correlation, which is important not o…