Title :
Towards a Multiagent-Based Software Architecture for Sensor Networks
Author_Institution :
Comput. Sci. Dept., Hannover Univ. of Appl. Sci. & Arts, Hannover, Germany
Abstract :
Sensor-based systems exhibit inherent complexity causing high demands on the underlying software system. In this paper we propose a software architecture that is adjusted to the special needs of sensor networks. Our approach introduces Intelligent Event Processing Agents (iEPAs) that combine Complex Event Processing (CEP) and Multiagent Systems (MAS). Each iEPA applies CEP for processing high volumes of sensor data in real-time, and uses multiagent technology to deal with the highly distributed and dynamically changing topology of sensor networks. The iEPAs are the building blocks for a proposed reference architecture that defines archetypal agents providing general tasks for managing and controlling sensor networks.
Keywords :
multi-agent systems; signal processing; software architecture; wireless sensor networks; archetypal agents; complex event processing; dynamically changing topology; highly distributed topology; intelligent event processing agents; multiagent systems; multiagent-based software architecture; sensor data processing; sensor network; software system; Computer architecture; Intelligent agents; Multiagent systems; Network topology; Real time systems; Software architecture; Topology; Complex Event Processing; Multiagent Systems; Sensor networks; software architecture;
Conference_Titel :
Autonomous Decentralized Systems (ISADS), 2011 10th International Symposium on
Conference_Location :
Tokyo & Hiroshima
Print_ISBN :
978-1-61284-213-4
DOI :
10.1109/ISADS.2011.64