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The accuracy issues in the location prediction system using active RFID tags is addressed in this paper. First we present the location prediction accuracy in different environmental conditions. Later on, we propose a new technique to improve the prediction accuracy. The proposed technique is validated with measured data obtained under different propagation environments.