Adaptive On-Device Location Recognition (Pervasive 2004)

Have access only to a single cell reported by the phone

Having cell transition information (cellID, time entered), authors present algorithms for: (a) Detecting bases (cellIDs where user spends most of the time) (b) Predicting next base

Weak evaluation results, mostly measuring the number of “discovered” bases as a function of the total time P the user needs to be at a base.

Present complicated algorithms for merging bases, predicting location etc…