Abstract
Monitoring systems are often modeled through agent-based technologies. But current approaches to monitoring and activity interpretation suffer from a lack of consensus in terms of operation levels. Most approaches are standalone, which makes difficult to reuse and integrate code. This paper presents a generic tool that enables users to design and implement monitoring systems that meet their needs, regarding to the essential levels of their architecture. The specification of a meta-model, to reflect the vocabulary (concepts and relations between them) used in the specific domain of monitoring systems, guides the development of the proposed tool. The components created in the tool are implemented as intelligent agents.
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References
Castanedo, F., García, J., Patricio, M.A., Molina, J.M.: A multi-agent architecture based on the BDI model for data fusion in visual sensor network. Journal of Intelligent and Robotic Systems 62(3), 299–328 (2010)
Castillo, J.C., Rivas-Casado, A., Fernández-Caballero, A., López, M.T., Martínez-Tomás, R.: A Multisensory Monitoring and Interpretation Framework Based on the Model–View–Controller Paradigm. In: Ferrández, J.M., Álvarez Sánchez, J.R., de la Paz, F., Toledo, F.J. (eds.) IWINAC 2011, Part I. LNCS, vol. 6686, pp. 441–450. Springer, Heidelberg (2011)
Castro, J., Delgado, M., Medina, J., Ruiz-Lozano, M.: Intelligent surveillance system with integration of heterogeneous information for intrusion detection. Expert Systems with Applications 38(9), 11182–11192 (2011)
Cucchiara, R., Grana, C., Prati, A., Tardini, G., Vezzani, R.: Using computer vision techniques for dangerous situation detection in domotic applications. In: IEE Intelligent Distributed Surveilliance Systems, pp. 1–5 (2004)
Detec (2011), http://www.detec.no
Fernández-Caballero, A., Castillo, J.C., Rodríguez-Sánchez, J.M.: A Proposal for Local and Global Human Activities Identification. In: Perales, F.J., Fisher, R.B. (eds.) AMDO 2010. LNCS, vol. 6169, pp. 78–87. Springer, Heidelberg (2010)
Fernández-Caballero, A., Castillo, J.C., Martínez-Cantos, J., Martínez-Tomás, R.: Optical flow or image subtraction in human detection from infrared camera on mobile robot. Robotics and Autonomous Systems 58(12), 1273–1280 (2010)
Gascueña, J.M., Fernández-Caballero, A.: On the use of agent technology in intelligent, multisensory and distributed surveillance. The Knowledge Engineering Review 26(2), 191–208 (2011)
Gascueña, J.M., Fernández-Caballero, A., López, M.T., Delgado, A.E.: Knowledge modeling through computational agents: application to surveillance systems. Expert Systems 28(4), 306–323 (2011)
Gascueña, J.M., Navarro, E., Fernández-Caballero, A.: Model-driven engineering techniques for the development of multi-agent systems. Engineering Applications of Artificial Intelligence 25(1), 159–173 (2012)
Gómez-Sanz, J., Pavón, J.: Meta-modelling in Agent Oriented Software Engineering. In: Garijo, F.J., Riquelme, J.-C., Toro, M. (eds.) IBERAMIA 2002. LNCS (LNAI), vol. 2527, pp. 606–615. Springer, Heidelberg (2002)
Kieran, D., Yan, W.: A framework for an event driven video surveillance system. Journal of Multimedia 6(1), 3–13 (2011)
Nicta Open Sensorweb Architecture, NOSA (2008), http://www.nicta.com.au
Object Video (2010), http://www.objectvideo.com/
Object Management Group, Meta object facility (mof) specification - version 1.4 (April 2002), http://www.omg.org/spec/MOF/1.4/
Object Management Group, OMG Unified Modeling Language (OMG UML), Superstructure, V2.1.2 (2007), http://www.omg.org/spec/UML/2.1.2/Superstructure/PDF/
Object Management Group, OMG Unified Modeling Language (OMG UML), Infrastructure, V2.1.2 (2007), http://www.omg.org/spec/UML/2.1.2/Infrastructure/PDF/
Onut, V., Aldridge, D., Mindel, M., Perelgut, S.: Smart surveillance system applications. In: Proceedings of the 2010 Conference of the Center for Advanced Studies on Collaborative Research, pp. 430–432 (2010)
Pavón, J., Gómez-Sanz, J., Fernández-Caballero, A., Valencia-Jiménez, J.J.: Development of intelligent multi-sensor surveillance systems with agents. Robotics and Autonomous Systems 55(12), 892–903 (2007)
Rivas-Casado, A., Martinez-Tomás, R., Fernández-Caballero, A.: Multiagent system for knowledge-based event recognition and composition. Expert Systems (2012), doi:10.1111/j.1468-0394.2010.00578.x
Vallejo, D., Albusac, J., Castro-Schez, J.J., Glez-Morcillo, C., Jiménez, L.: A multi-agent architecture for supporting distributed normality-based intelligent surveillance. Engineering Applications of Artificial Intelligence 24(2), 325–340 (2011)
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Castillo, J.C., Gascueña, J.M., Navarro, E., Fernández-Caballero, A. (2012). A Meta-model-Based Tool for Developing Monitoring and Activity Interpretation Systems. In: Pérez, J., et al. Highlights on Practical Applications of Agents and Multi-Agent Systems. Advances in Intelligent and Soft Computing, vol 156. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-28762-6_14
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DOI: https://doi.org/10.1007/978-3-642-28762-6_14
Publisher Name: Springer, Berlin, Heidelberg
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