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Lightweight energy prediction framework for solar-powered wireless sensor networks | IEEE Conference Publication | IEEE Xplore

Lightweight energy prediction framework for solar-powered wireless sensor networks


Abstract:

This research studies lightweight energy prediction filters for solar-powered wireless sensor networks. A generalized prediction filter is developed from the empirical an...Show More

Abstract:

This research studies lightweight energy prediction filters for solar-powered wireless sensor networks. A generalized prediction filter is developed from the empirical analysis of several solar intensity datasets. The Array of Beta Coefficients (ABC) energy prediction filter is proposed. A comparison metric is also proposed to evaluate different filters based on their accuracy, storage requirements, and calculation complexity. Simulation results show that the ABC filter has up to 8-fold accuracy improvement over other published filters.
Date of Conference: 12-14 September 2012
Date Added to IEEE Xplore: 31 December 2012
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Conference Location: Niagara Falls, NY, USA

References

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