DocumentCode
137736
Title
Using spatial language to drive a robot for an indoor environment fetch task
Author
Zhiyu Huo ; Alexenko, Tatiana ; Skubic, Marjorie
Author_Institution
Univ. of Missouri, Columbia, MO, USA
fYear
2014
fDate
14-18 Sept. 2014
Firstpage
1361
Lastpage
1366
Abstract
This paper proposes a system that allows the use of natural spatial language to control a robot performing a fetch task in an indoor environment. The system processes spatial referencing language and extracts a tree structure of language chunks. The spatial language system is then grounded to a robot navigation instruction in the form of a sequence of actions based on spatial references to furniture and room structure; the best navigation instruction is selected by scoring. In addition, the Reference-Direction-Target (RDT) model is proposed to represent indoor robot actions. To control the robot for the fetch task, a behavior model is designed based on the RDT model. An assistive robot has been designed and programmed based on this system. The proposed spatial language grounding model and robot behavior model are tested experimentally in three sets of experiments. Results show that the system enables a robot to follow spatial language commands in a physical indoor environment even if the referenced furniture items are re-positioned.
Keywords
human-robot interaction; mobile robots; natural language processing; service robots; RDT; assistive robot; indoor environment fetch task; indoor robot actions; natural spatial language; physical indoor environment; reference-direction-target model; referenced furniture items; robot behavior model; robot control; robot navigation instruction; spatial language grounding model; spatial language system; spatial referencing language; tree structure; Cameras; Grounding; Natural languages; Navigation; Robot kinematics; Robot vision systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems (IROS 2014), 2014 IEEE/RSJ International Conference on
Conference_Location
Chicago, IL
Type
conf
DOI
10.1109/IROS.2014.6942734
Filename
6942734
Link To Document