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 MoreMetadata
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.
Published in: 2012 IEEE International SOC Conference
Date of Conference: 12-14 September 2012
Date Added to IEEE Xplore: 31 December 2012
ISBN Information: