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Yew Teck Tan

2 accepted papers

2019

Development of Informative Path Planning for Inspection of the Hanford Tank Farm

ICRA 2019poster

Traditional environmental and structural monitoring often uses static sensor networks deployed at predetermined locations or mobile robots that use a rastering technique for area coverage. These methods rely on the operators making assumptions about the nature of the unknown field that is being meas…

Cited by 6SourceScholar
2018

Gaussian Process Adaptive Sampling Using the Cross-Entropy Method for Environmental Sensing and Monitoring

ICRA 2018poster

In this paper, we focus on adaptive sampling on a Gaussian Processes (GP) using the receding-horizon Cross-Entropy (CE) trajectory optimization. Specifically, we employ the GP upper confidence bound (GP-UCB) as the optimization criteria to adaptively plan sampling paths that balance the exploitation…

Cited by 47SourceScholar