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M.Tech / M.E / PhD Thesis | Computer Science & Engineering | India | Volume 4 Issue 2, February 2015

Mobility Prediction with Minimum Energy Consumption

Chinju Ansu Tharian

Abstract: Nowadays mobile phones are very close to human life. For providing advanced services tracking user mobility is necessary. Previous works which are used for location sensing consume very much battery power. In this paper introduce a new software called SmartDC. SmartDC perform mobility prediction with the help of adaptive duty cycling scheme. Previous works mainly focused on obtaining raw coordinates, with minimum energy consumption, this work focused on obtaining meaningful places with a given energy constraint.

Keywords: Adaptive duty cycling, Accuracy, Markov predictor, Place detection, Prediction, Time series predictor

Edition: Volume 4 Issue 2, February 2015,

Pages: 928 - 931