Histogram Filter for Robot Localization

Abstract

The paper describes localization methods. The histogram filter algorithm is also described. The results of the study of the histogram filter algorithm for one-dimensional and two-dimensional space are presented. The experimental application of the histogram filter algorithm on a mobile robotic platform is analyzed. The paper presents particle filter, histogram filter and Kalman filter. The results of experiments are given and the results are compared.