Title :
Fault-Tolerant Base Station Based Target Tracking in WSNs
Author :
Khajei, Rahim Pasha ; Haghighat, Abolfazl Toroghi ; Karimpour, Jaber
Abstract :
Target tracking is one of the most important and energy killer applications in wireless sensor networks (WSNs). Fault tolerance to any failure is an essential in this context. Hence, we introduce a novel approach toward Base Station (BS) oriented clustering and tracking in WSNs. Proposed method overlooks ad-hoc ability of WSNs to earn energy efficiency and fault tolerance. BS is a powerful energy and computational resource, therefore, we burden BS with major part of clustering and tracking operations. We used 3-D cubic antenna to enable our sensors to receive BS packets from long distance. Also, BS has a good knowledge of nodes energy level, as a result, BS rotates activated nodes and CH to avoid load balancing problem. To the best of our knowledge, this is the first time that BS is employed in tracking application. According to simulations, the proposed algorithm is highly energy efficient and robust against target loss.
Keywords :
fault tolerance; pattern clustering; target tracking; wireless sensor networks; 3D cubic antenna; base station oriented clustering; computational resource; energy killer applications; fault-tolerant base station; load balancing problem avoidance; nodes energy level; target tracking; wireless sensor networks; Clustering algorithms; Energy states; Fault tolerance; Fault tolerant systems; Sensors; Target tracking; Wireless sensor networks; Base Station; Fault Tolerant; Target Loss; Target tracking;
Conference_Titel :
Intelligent Systems, Modelling and Simulation (ISMS), 2011 Second International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-9809-3
DOI :
10.1109/ISMS.2011.62