Learning and monitoring of spatio-temporal fields with sensing robots

This thesis proposes new algorithms for a group of sensing robots to learn a para- metric model for a dynamic spatio-temporal field, then based on the learned model trajectories are planned for sensing robots to best estimate the field. In this thesis we call these two parts learning and monitori...

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Bibliographic Details
Main Author: Lan, Xiaodong
Language:en_US
Published: 2015
Subjects:
Online Access:https://hdl.handle.net/2144/13640