A Fuzzy Decision Tree Based Mobility Prediction Mechanism in Mobile Internet

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dc.contributor.author Wang, Xingwei en_AU
dc.contributor.author Cai, Shuxiang en_AU
dc.contributor.author Cheng, Hui en_AU
dc.contributor.author Huang, Min en_AU
dc.contributor.author Cao, Jiannong en_AU
dc.date.accessioned 2007-03-12T22:05:48Z
dc.date.accessioned 2012-12-15T02:29:32Z
dc.date.available 2007-03-12T22:05:48Z
dc.date.available 2012-12-15T02:29:32Z
dc.date.issued 2007-03-12T22:05:48Z
dc.identifier.uri http://hdl.handle.net/2100/161
dc.identifier.uri http://hdl.handle.net/10453/19595
dc.description.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 en_AU
dc.format.extent 521493 bytes
dc.format.mimetype application/pdf
dc.language.iso en_AU
dc.title A Fuzzy Decision Tree Based Mobility Prediction Mechanism in Mobile Internet en_AU
utslib.copyright.status Open Access

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