Title :
Middleware for Heterogeneous Sensor Networks in Urban Scenarios
Author :
Yicheng We ; Bein, Doina ; Phoha, Shashi
Author_Institution :
Dept. of Mech. Eng., Pennsylvania State Univ., University Park, PA, USA
Abstract :
We address the issue of self-adaptation of a sensor network with mobile sensors to better observe and track events of interest in an urban scenario. We present middleware called Event-driven Network Controller (ENC) that resides at every sensor node in the network and is independent of the sensor type. ENC translates the requirements of the application layer (focused on improving of the quality of the heterogeneous data fusion) into messages that are diffused throughout the wireless network with the intent of clustering heterogeneous sensor nodes in the vicinity of an event and dynamically changing the local network topology to meet the fusion needs of the cluster. ENC combines the cluster control and the resource management into a unified framework. We implement ENC in NS-2 and we show its applicability for localizing and tracking a mobile target in an urban scenario using a heterogeneous sensor network, formed by pressure, video, and magnetic sensors.
Keywords :
middleware; telecommunication computing; wireless sensor networks; application layer; cluster control; event-driven network controller; heterogeneous sensor networks; magnetic sensor; middleware; mobile sensors; pressure sensor; resource management; urban scenario; video sensor; wireless network; Clustering algorithms; Laboratories; Magnetic sensors; Mechanical sensors; Middleware; Network topology; Resource management; Sensor fusion; Target tracking; Wireless sensor networks; event-driven network controller; heterogeneous cluster algorithm; heterogeneous data fusion; heterogeneous sensor; middleware; urban scenario; wireless sensor network;
Conference_Titel :
Information Technology: New Generations (ITNG), 2010 Seventh International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-6270-4
DOI :
10.1109/ITNG.2010.32