IcLQG: Combining local and global optimization for control in information space

When a mobile robot does not have perfect knowledge of its position, conventional controllers can experience failures such as collisions because the uncertainty of the position is not considered in choosing control actions. In this paper, we show how global planning and local feedback control can be...

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Bibliographic Details
Main Authors: Roy, Nicholas, Huynh, Vu Anh
Other Authors: Massachusetts Institute of Technology. Department of Aeronautics and Astronautics
Format: Article
Language:en_US
Published: Institute of Electrical and Electronics Engineers 2010
Online Access:http://hdl.handle.net/1721.1/59401
https://orcid.org/0000-0002-8293-0492