Title :
Energy efficient cluster-based target tracking strategy
Author :
AL-Ghanem, Waleed ; Mahgoub, Imad ; Ilyas, Mohammad
Author_Institution :
Dept. of Comput. Sci. & Eng., Florida Atlantic Univ., Boca Raton, FL, USA
Abstract :
This paper proposes a cluster-based target tracking strategy for one moving object using wireless sensor networks. The sensor field is organized in 3 hierarchal levels. 1-bit message is sent when a node detects the target. Otherwise the node stays silent. Since in wireless sensor network nodes have limited computational resources, limited storage resources, and limited battery, the code for predicting the target position should be simple, and fast to execute. The algorithm proposed is simple, fast, and utilizes all available detection data for estimating the location of the target while conserving energy. This has the potential of increasing the network life time. Simulation results show that the strategy saves energy while estimating the location of the target with an acceptable error margin.
Keywords :
object detection; pattern clustering; target tracking; wireless sensor networks; cluster-based target tracking strategy; network life time; target position prediction; wireless sensor networks; Acoustic sensors; Acoustic signal detection; Batteries; Collaboration; Computer architecture; Data processing; Energy efficiency; Radar tracking; Sensor phenomena and characterization; Target tracking;
Conference_Titel :
High-Capacity Optical Networks and Enabling Technologies (HONET), 2009 6th International Symposium on
Conference_Location :
Alexandria
Print_ISBN :
978-1-4244-5992-6
DOI :
10.1109/HONET.2009.5423070