Title :
A flexible context-aware assistance system for industrial applications using camera based localization
Author :
Imtiaz, Jahanzaib ; Koch, Nils ; Flatt, Holger ; Jasperneite, Jurgen ; Voit, Michael ; Van De Camp, Florian
Author_Institution :
Applic. Center Ind. Autom., Fraunhofer IOSB-INA, Lemgo, Germany
Abstract :
Within a manufacturing system, a smart human-machine interface reduces the chances of human error and helps users to make informed decisions, especially in critical situations. This paper presents a concept for a flexible context specific assistance system for industrial applications using camera based localization. As a central element, a modular and service oriented context aware system aggregates relevant data from different sources. An object recognition service applies image analysis techniques on a video stream, captured from a top mounted multi-camera system to detect a person´s location and associate it with a mobile device. A semantically enriched OPC UA server provides access to process data, and a web-service provides connection to a user interface hosted on a tablet PC. A case study provides an application of the proposed solution for the maintenance support and indoor navigation is implemented as a proof of concept.
Keywords :
Web services; cameras; mobile computing; notebook computers; object recognition; service-oriented architecture; user interfaces; video streaming; OPC UA server; Web-service; context-aware assistance system; human-machine interface; image analysis techniques; indoor navigation; multicamera system; object recognition service; service oriented context-aware system; tablet PC; user interface; video stream; Cameras; Context; Context-aware services; Maintenance engineering; Navigation; Production facilities; Sensors;
Conference_Titel :
Emerging Technology and Factory Automation (ETFA), 2014 IEEE
Conference_Location :
Barcelona
DOI :
10.1109/ETFA.2014.7005273