Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/11630
Title: A fuzzy decision tree based mobility prediction mechanism in mobile internet
Authors: Wang, X
Cai, S
Cheng, H
Huang, M
Cao, J 
Keywords: Fuzzy decision tree
Mobile Internet
Mobility prediction
Issue Date: 2006
Publisher: University of Technology Sydney
Source: Proceedings of the 1st IEEE International Conference on Wireless Broadband and Ultra Wideband Communications, AusWireless 2006, 2006, p. 75-180 How to cite?
Abstract: Considering environment factor and user movement randomness, a fuzzy decision tree based mobility prediction mechanism in mobile Internet is proposed. Based on the instance set, an initial fuzzy decision tree is built up with fuzzy attribute and classification entropy. The tree produces fuzzy decision rules for instant mobility predictions and evolves with time. Simulation results have shown that the proposed mechanism is both feasible and effective with relatively high accuracy and low overhead of mobility prediction.
Description: 1st IEEE International Conference on Wireless Broadband and Ultra Wideband Communications, AusWireless 2006, Sydney, NSW, 13-16 March 2006
URI: http://hdl.handle.net/10397/11630
ISBN: 0977520005
9780977520008
Appears in Collections:Conference Paper

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