DocumentCode
664215
Title
Semantically grounded stream reasoning integrated with ROS
Author
Heintz, Fredrik
Author_Institution
Dept. of Comput. & Inf. Sci., Linkoping Univ., Linkoping, Sweden
fYear
2013
fDate
3-7 Nov. 2013
Firstpage
5935
Lastpage
5942
Abstract
High level reasoning is becoming essential to autonomous systems such as robots. Both the information available to and the reasoning required for such autonomous systems is fundamentally incremental in nature. A stream is a flow of incrementally available information and reasoning over streams is called stream reasoning. Incremental reasoning over streaming information is necessary to support a number of important robotics functionalities such as situation awareness, execution monitoring, and decision making. This paper presents a practical framework for semantically grounded temporal stream reasoning called DyKnow. Incremental reasoning over streams is achieved through efficient progression of temporal logical formulas. The reasoning is semantically grounded through a common ontology and a specification of the semantic content of streams relative to the ontology. This allows the finding of relevant streams through semantic matching. By using semantic mappings between ontologies it is also possible to do semantic matching over multiple ontologies. The complete stream reasoning framework is integrated in the Robot Operating System (ROS) thereby extending it with a stream reasoning capability.
Keywords
formal specification; inference mechanisms; ontologies (artificial intelligence); operating systems (computers); robot programming; temporal logic; DyKnow; ROS; autonomous system; decision making; execution monitoring; high level reasoning; incremental reasoning; ontologies; ontology; robot operating system; robotics functionality; semantic content specification; semantic mapping; semantic matching; semantically grounded reasoning; semantically grounded stream reasoning; semantically grounded temporal stream reasoning; situation awareness; streaming information; temporal logical formula; Cognition; Engines; Grounding; Ontologies; Robots; Semantics; Synchronization;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems (IROS), 2013 IEEE/RSJ International Conference on
Conference_Location
Tokyo
ISSN
2153-0858
Type
conf
DOI
10.1109/IROS.2013.6697217
Filename
6697217
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