Paper
3 June 2014 A practical approach to considering uncertainties in the creation of autonomous behaviors in unmanned surface vehicles
Zi Jing Bay, Chor Wei Yew, Kwok Wai Yue, Yip Fatt Lee, Ai Peng New, Hao Yi Gan
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Abstract
Unmanned Surface Vehicles (USVs) have been proposed for use in several mission-critical operations in recent years. Although many autonomous behaviors have been developed by the research community, USV systems are greatly limited in functionality due to imperfect perception information and uncertainties in platform control. This paper presents a practical approach in considering these issues during the creation of autonomous behaviors. The approach allows autonomous behaviors to consider imperfect perception information and uncertainties in control during planning, and has been demonstrated successfully on a 9 meter USV.
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Zi Jing Bay, Chor Wei Yew, Kwok Wai Yue, Yip Fatt Lee, Ai Peng New, and Hao Yi Gan "A practical approach to considering uncertainties in the creation of autonomous behaviors in unmanned surface vehicles", Proc. SPIE 9084, Unmanned Systems Technology XVI, 90840Y (3 June 2014); https://doi.org/10.1117/12.2048816
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KEYWORDS
Sensors

Monte Carlo methods

Computer simulations

Computer architecture

Navigation systems

Radar

Robots

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