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Energy-Quality Tradeoffs for Target Tracking in Wireless Sensor Networks
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Energy-Quality Tradeoffs for Target Tracking in Wireless Sensor Networks
Sundeep Pattem6 , Sameera Poduri7 and Bhaskar Krishnamachari6 
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Department of Electrical Engineering, University of Southern California, Los Angeles, CA 90036, USA |
| (7) |
Department of Computer Science, University of Southern California, Los Angeles, CA 90036, USA |
Abstract
We study the tradeoffs involved in the energy-efficient localization and tracking of mobile targets by a wireless sensor network.
Our work focuses on building a framework for evaluating the fundamental performance of tracking strategies in which only a
small portion of the network is activated at any point in time. We first compare naive network operation with random activation
and selective activation. In these strategies the gains in energy-savings come at the expense of increased uncertainty in
the location of the target, resulting in reduced quality of tracking. We show that selective activation with a good prediction
algorithm is a dominating strategy that can yield orders-of-magnitude energy savings with negligible difference in tracking
quality. We then consider duty-cycled activation and show that it offers a flexible and dynamic tradeoff between energy expenditure
and tracking error when used in conjunction with selective activation.
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