A net-centric XML based system of systems architecture for human tracking

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)...

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Bibliographic Details
Main Authors: Bowen, R M, Sahin, F
Format: Conference Proceeding
Language:English
Subjects:
Application software
Computer architecture
Hardware
Human Detection
Human Tracking
Humans
Mobile communication
Mobile robots
Net-Centric
Service oriented architecture
Software systems
SoS
System of Systems
Video surveillance
XML
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Summary: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.
DOI:10.1109/SYSOSE.2010.5543992