Topological Robot Localization in a Pipe Network

Abstract

Topological localization is advantageous for robots with limited sensing ability in pipe networks, where localization is made difficult if a robot incorrectly executes an action and arrives at an unknown junction. Novel incorporation of measurement of distance travelled is used in a Hidden Markov Model based localization method, which is shown to improve accuracy.