2011-10-17
Science-influenced mobile robot guidance using Bayesian Networks
Publication
Publication
Presented at the
2011 Canadian Conference on Electrical and Computer Engineering, CCECE 2011 (May 2011), Niagara Falls, ON
The high cost of planetary rover missions limits risk-taking and therefore restricts scientific exploration. Also, limited autonomy requires time-consuming manual commands that must be issued to the rover from a great distance. This paper explores the combination of vision-based geological information inferred from a Bayesian Network (BN) with the guidance system of a micro-rover scout. Simulation is used to study the abilities of the developed algorithm.
| Additional Metadata | |
|---|---|
| autonomous science, belief networks, guidance systems, planetary exploration, Planetary robotics | |
| dx.doi.org/10.1109/CCECE.2011.6030639 | |
| 2011 Canadian Conference on Electrical and Computer Engineering, CCECE 2011 | |
| Organisation | Department of Mechanical and Aerospace Engineering |
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Gallant, M. (Marc), Ellery, A, & Marshall, J. (2011). Science-influenced mobile robot guidance using Bayesian Networks. In Canadian Conference on Electrical and Computer Engineering (pp. 1135–1139). doi:10.1109/CCECE.2011.6030639
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