A Yaw Rate Aware Sensor Wakeup Protocol (YAP) for Target Prediction and Tracking in Sensor Networks

Target tracking is one of the key military applications of wireless sensor networks (WSN). The overall procedure involves target detection, localization, and target tracking. Because of the WSNs' resource (especially energy) constraints, it is desired that target tracking could be done by invol...

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Hauptverfasser: Raza, H. M. Muhammad Taqi, Akbar, Ali Hammad, Chaudhry, Shafique Ahmad, Bag, Gargi, Yoo, Seung-wha, Kim, Ki-Hyung
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Akbar, Ali Hammad
Chaudhry, Shafique Ahmad
Bag, Gargi
Yoo, Seung-wha
Kim, Ki-Hyung
description Target tracking is one of the key military applications of wireless sensor networks (WSN). The overall procedure involves target detection, localization, and target tracking. Because of the WSNs' resource (especially energy) constraints, it is desired that target tracking could be done by involving as less number of sensor nodes as possible. Due to the uncertain behavior of the target, this goal is hard to achieve without predicting future target location, so that only selected sensors are activated before the target reaches a future location. This prior activation contributes to increase the overall lifetime of sensor networks. In this paper, a yaw aware sensor wakeup protocol (YAP) is proposed for prediction of future target location. The algorithm is distributive in nature and selects appropriate sensors to determine the target track, such that target track is obtained even if the predicted location differs from the actual one. The performance of YAP is also discussed on different target tracks, which confirms the efficacy of the algorithm.
doi_str_mv 10.1109/MILCOM.2007.4454998
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subjects Base stations
Energy consumption
History
Intelligent networks
Power engineering and energy
Prediction algorithms
Sensor network
sensor nodes
target prediction
Target tracking
Telecommunication traffic
Wireless application protocol
Wireless sensor networks
title A Yaw Rate Aware Sensor Wakeup Protocol (YAP) for Target Prediction and Tracking in Sensor Networks
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