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The average error in location estimation is about 15 cm using our method. Keywords: indoor positioning; RFID; Bayesian probability; K-Nearest Neighbor 1. Introduction Location-based services (LBS) are provided by a number of commercial companies, and it improves user satisfaction and offers ...