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An energy-efficient sensor selection strategy based on spatial correlation for wireless sensor networks | IEEE Conference Publication | IEEE Xplore

An energy-efficient sensor selection strategy based on spatial correlation for wireless sensor networks


Abstract:

In wireless sensor networks (WSNs), power-conserving MAC design is vitally important for sensors which use a power source from a fixed utility or manual battery rechargin...Show More

Abstract:

In wireless sensor networks (WSNs), power-conserving MAC design is vitally important for sensors which use a power source from a fixed utility or manual battery recharging. In this paper, we propose an energy-efficient sensor selection algorithm with two-hop cooperating transmission, which minimizes the total energy consumption of WSNs by exploiting spatial correlation between sensors without compromising distortion performance. A convex optimization model is set up and we solve this convex optimization problem by adopting a priority ordering method instead of solving complicated equations. The simulation results indicate the necessity of our work for WSNs.
Date of Conference: 23-25 October 2014
Date Added to IEEE Xplore: 22 December 2014
Electronic ISBN:978-1-4799-7339-2
Conference Location: Hefei, China

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