A sonar-based map building approach for mobile robot

Abstract

Building an accurate map in an unknown environment is an important element for an aut-onomous robot.In this paper,a new map building method using sonar data is presented.Bayes’ rule is utilized to estimate the probability that an occupancy grid being occupied and to deal with sonar information which highly overcomes the uncertainty.Experimental results indicate the feasibility and validity.