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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creator | Raza, H. M. Muhammad Taqi 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 |
format | Conference Proceeding |
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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. 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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. 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Muhammad Taqi</creatorcontrib><creatorcontrib>Akbar, Ali Hammad</creatorcontrib><creatorcontrib>Chaudhry, Shafique Ahmad</creatorcontrib><creatorcontrib>Bag, Gargi</creatorcontrib><creatorcontrib>Yoo, Seung-wha</creatorcontrib><creatorcontrib>Kim, Ki-Hyung</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan (POP) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP) 1998-present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Raza, H. M. Muhammad Taqi</au><au>Akbar, Ali Hammad</au><au>Chaudhry, Shafique Ahmad</au><au>Bag, Gargi</au><au>Yoo, Seung-wha</au><au>Kim, Ki-Hyung</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>A Yaw Rate Aware Sensor Wakeup Protocol (YAP) for Target Prediction and Tracking in Sensor Networks</atitle><btitle>MILCOM 2007 - IEEE Military Communications Conference</btitle><stitle>MILCOM</stitle><date>2007-10</date><risdate>2007</risdate><spage>1</spage><epage>7</epage><pages>1-7</pages><issn>2155-7578</issn><eissn>2155-7586</eissn><isbn>9781424415120</isbn><isbn>1424415128</isbn><eisbn>9781424415137</eisbn><eisbn>1424415136</eisbn><abstract>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.</abstract><pub>IEEE</pub><doi>10.1109/MILCOM.2007.4454998</doi><tpages>7</tpages></addata></record> |
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source | IEEE Electronic Library (IEL) Conference Proceedings |
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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