Title :
A system architecture for heterogeneous moving objects trajectory models using different sensors
Author :
Boulmakoul, A. ; Karim, Lutful ; Elbouziri, Adil ; Lbath, Ahmed
Author_Institution :
ILIS Dept., Univ. of Hassan II - Mohammedia, Casablanca, Morocco
Abstract :
This paper proposes a general trajectory´s meta-model and its architecture. In order to provide a unified meta-model and a powerful framework for trajectory´s services and queries, the proposed trajectory´s data-model has benefited from advantages of both conceptual and ontological space-time. However, it extends the basic data-model of trajectory with new patterns as Space Time Path to describe activities of the moving object, and Composite Region of Interest. Additionally, the proposed system is distinguished by providing framework for dealing moving objects trajectory, in an interoperable way, using heterogonous sensors that traditional data model alone are incapable for this purpose. The proposed system architecture for moving object trajectory´s data-model is focused on service composability and data interoperability combining OGC standards, Service-Oriented Architecture and streaming technology, to allow applications constructed using the framework have better performance.
Keywords :
data models; meta data; ontologies (artificial intelligence); open systems; service-oriented architecture; OGC standards; composite region of interest; conceptual space time; data interoperability; different sensors; heterogeneous moving objects trajectory models; heterogonous sensors; metamodel; moving object trajectory data-model; ontological space-time; service composability; service-oriented architecture; space time path; streaming technology; system architecture; trajectory meta-model; Analytical models; Cities and towns; Databases; Generators; Servers; Service oriented architecture; Trajectory; Trajectory data modeling; Trajectory framework; moving object database; space time ontology; space time path; spatial data engineering; trajectory meta-model; trajectory meta-model instantiation;
Conference_Titel :
System of Systems Engineering (SoSE), 2012 7th International Conference on
Conference_Location :
Genoa
Print_ISBN :
978-1-4673-2974-3
DOI :
10.1109/SYSoSE.2012.6384131