Autonomous Robots

, Volume 34, Issue 1, pp 1-18

First online:

Autonomous over-the-horizon navigation using LIDAR data

  • Ioannis RekleitisAffiliated withSchool of Computer Science, McGill University Email author 
  • , Jean-Luc BedwaniAffiliated withInstitut de recherche d’Hydro-Québec (IREQ)
  • , Erick DupuisAffiliated withCanadian Space Agency
  • , Tom LamarcheAffiliated withCanadian Space Agency
  • , Pierre AllardAffiliated withCanadian Space Agency

Rent the article at a discount

Rent now

* Final gross prices may vary according to local VAT.

Get Access


In this paper we present the approach for autonomous planetary exploration developed at the Canadian Space Agency. The goal of this work is to enable autonomous navigation to remote locations, well beyond the sensing horizon of the rover, with minimal interaction with a human operator. We employ LIDAR range sensors due to their accuracy, long range and robustness in the harsh lighting conditions of space. Irregular Triangular Meshes (ITMs) are used for representing the environment, providing an accurate, yet compact, spatial representation. In this paper a novel path-planning technique through the ITM is introduced, which guides the rover through flat terrain and safely away from obstacles. Experiments performed in CSA’s Mars emulation terrain, validating our approach, are also presented.


Space robotics Planetary exploration Mapping Path planning