• 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