Title :
A net-centric XML based system of systems architecture for human tracking
Author :
Bowen, Ryan M. ; Sahin, Ferat
Author_Institution :
Dept. of Comput. Eng., Rochester Inst. of Technol., Rochester, NY, USA
Abstract :
Human detection and tracking is a primary focus for visual surveillance systems. However, current systems for human tracking are often complex and require vast amounts of computing resources. A reduction in complexity of the overall tracking system can be achieved by using a System of Systems (SoS) architecture. Once formed, a SoS architecture must achieve desirable levels of interoperability and integration. Proposed in this paper is a human tracking system that uses a net-centric SoS architecture capable of detecting a human via video surveillance and subsequently providing coordinates for mobile robot tracking. This SoS architecture establishes integration and conceptual interoperability through the standardization of communication and data representation. Within the SoS, communication is accomplished using a client-server architecture while data is structured according to a custom XML framework. The resulting SoS is composed of decentralized independent systems inter-operating on heterogeneous platforms to achieve the ultimate goal of human tracking.
Keywords :
XML; mobile robots; object detection; open systems; software architecture; video signal processing; video surveillance; SoS architecture; human detection; human tracking; integration level; interoperability level; mobile robot tracking; net-centric XML; system-of-systems architecture; video surveillance; visual surveillance systems; Application software; Computer architecture; Hardware; Humans; Mobile communication; Mobile robots; Service oriented architecture; Software systems; Video surveillance; XML; Human Detection; Human Tracking; Net-Centric; SoS; System of Systems; XML;
Conference_Titel :
System of Systems Engineering (SoSE), 2010 5th International Conference on
Conference_Location :
Loughborough
Print_ISBN :
978-1-4244-8197-2
DOI :
10.1109/SYSOSE.2010.5543992