Knowledge-based expert system using a set of rules to assist a tele-operated mobile robot

David Adrian Sanders, Alexander Gegov, David Ndzi

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

20 Citations (Scopus)
108 Downloads (Pure)

Abstract

This paper firstly reviews five artificial intelligence tools that might be useful in as-sisting a tele-operator with driving a mobile robot: knowledge-based systems (in-cluding rule based systems and case-based reasoning), automatic knowledge ac-quisition, fuzzy logic, neural networks and genetic algorithms. Rule-based sys-tems were selected to provide simple real time AI techniques to support tele-operated mobile robot operators with steering because they allow tele-operators to be included in the driving as much as possible and to reach their target destina-tion, while providing assistance when needed to avoid an obstacle. The direction to a destination (via point) becomes an extra input along with an obstacle avoid-ance sensor system and the usual inputs from a joystick. A recommended direc-tion is mixed with joystick position and angle. A rule-based system generates a recommended angle to turn the mobile robot and that is mixed with an input from a joystick in order to assist tele-operators with steering their mobile robots towards their destinations.
Original languageEnglish
Title of host publication Intelligent Systems and Applications
Subtitle of host publicationProceedings of SAI Intelligent Systems Conference
EditorsYaxin Bi, Supriya Kapoor, Rahul Bhatia
PublisherSpringer
Pages371-392
Number of pages22
Volume751
ISBN (Electronic)9783319692661
ISBN (Print)9783319692654
DOIs
Publication statusE-pub ahead of print - 31 Dec 2017
EventSAI Intelligent Systems Conference 2016 - London, United Kingdom
Duration: 21 Sep 201622 Sep 2016
https://link.springer.com/conference/intellisys

Publication series

NameStudies in Computational Intelligence
PublisherSpringer
Volume751
ISSN (Print)1860-949X

Conference

ConferenceSAI Intelligent Systems Conference 2016
Abbreviated titleIntelliSys 2016
Country/TerritoryUnited Kingdom
CityLondon
Period21/09/1622/09/16
Internet address

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