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Non-Metrical Navigation Through Visual Path Control

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dc.contributor.advisor Seth Teller en_US
dc.contributor.author Huang, Albert S. en_US
dc.contributor.author Teller, Seth en_US
dc.contributor.other Robotics, Vision & Sensor Networks en_US
dc.date.accessioned 2008-06-11T20:15:09Z
dc.date.available 2008-06-11T20:15:09Z
dc.date.issued 2008-06-06 en_US
dc.identifier.other MIT-CSAIL-TR-2008-032 en_US
dc.identifier.uri http://hdl.handle.net/1721.1/41860
dc.description.abstract We describe a new method for wide-area, non-metrical robot navigationwhich enables useful, purposeful motion indoors. Our method has twophases: a training phase, in which a human user directs a wheeledrobot with an attached camera through an environment while occasionallysupplying textual place names; and a navigation phase in which theuser specifies goal place names (again as text), and the robot issueslow-level motion control in order to move to the specified place. We show thatdifferences in the visual-field locations and scales of features matched acrosstraining and navigation can be used to construct a simple and robust controlrule that guides the robot onto and along the training motion path.Our method uses an omnidirectional camera, requires approximateintrinsic and extrinsic camera calibration, and is capable of effective motioncontrol within an extended, minimally-prepared building environment floorplan.We give results for deployment within a single building floor with 7 rooms, 6corridor segments, and 15 distinct place names. en_US
dc.description.provenance Submitted by CSAIL Importer (publications-dspace@csail.mit.edu) on 2008-06-11T20:15:08Z No. of bitstreams: 2 MIT-CSAIL-TR-2008-032.pdf: 1480016 bytes, checksum: 149974355230a855ecd157420ef5ce5b (MD5) MIT-CSAIL-TR-2008-032.ps: 73870 bytes, checksum: c4499ec50fd2185e295b320f1eeaabd6 (MD5) en
dc.description.provenance Made available in DSpace on 2008-06-11T20:15:09Z (GMT). No. of bitstreams: 2 MIT-CSAIL-TR-2008-032.pdf: 1480016 bytes, checksum: 149974355230a855ecd157420ef5ce5b (MD5) MIT-CSAIL-TR-2008-032.ps: 73870 bytes, checksum: c4499ec50fd2185e295b320f1eeaabd6 (MD5) Previous issue date: 2008-06-06 en
dc.format.extent 8 p. en_US
dc.relation Massachusetts Institute of Technology Computer Science and Artificial Intelligence Laboratory en_US
dc.relation en_US
dc.title Non-Metrical Navigation Through Visual Path Control en_US

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