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Michael Hutchinson

2 accepted papers

2019

Experimental Assessment of Plume Mapping using Point Measurements from Unmanned Vehicles

ICRA 2019poster

This paper presents experiments to assess the plume mapping performance of autonomous robots. The paper compares several mapping algorithms including Gaussian Process regression, Neural networks and polynomial and piecewise linear interpolation. The methods are compared in Monte Carlo simulations us…

Cited by 17SourceScholar
2018

Information Based Mobile Sensor Planning for Source Term Estimation of a Non-Continuous Atmospheric Release

ICRA 2018poster

Ahstract- This paper presents a method to estimate the original location and the mass of an instantaneous release of hazardous material into the atmosphere. It is formulated as an inverse problem, where concentration observations from a mobile sensor are fused with meteorological information and a G…

Cited by 6SourceScholar