This paper describes the realization and the experimental results of the na
vigation and guidance system for an autonomous load, haul and dump (LHD) tr
uck. The main emphasis of the development work has been in building a navig
ation system that does not require extra infrastructure to be installed in
the tunnel. The navigation system is based on teaching the routes or route
segments, recording the environment model while teaching and using laser sc
anners to correct the drift of dead reckoning positioning while driving in
automatic mode. (C) 2001 Elsevier Science B.V. All rights reserved.