The proposed BKNN algorithm has the smallest location error compared with the Gaussian-based algorithm, LANDMARC and an improved KNN algorithm. The average error in location estimation is about 15 cm using our method. Keywords: indoor positioning; RFID; Bayesian probability; K-Nearest Neighbor 1. ...