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.
| Original language | English |
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| Title of host publication | Proceedings of the 1st IEEE International Conference on Wireless Broadband and Ultra Wideband Communications, AusWireless 2006 |
| Publisher | University of Technology Sydney |
| Pages | 75-180 |
| Number of pages | 106 |
| ISBN (Print) | 0977520005, 9780977520008 |
| Publication status | Published - 1 Jan 2006 |
| Event | 1st IEEE International Conference on Wireless Broadband and Ultra Wideband Communications, AusWireless 2006 - Sydney, NSW, Australia Duration: 13 Mar 2006 → 16 Mar 2006 |
Conference
| Conference | 1st IEEE International Conference on Wireless Broadband and Ultra Wideband Communications, AusWireless 2006 |
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| Country | Australia |
| City | Sydney, NSW |
| Period | 13/03/06 → 16/03/06 |
Keywords
- Fuzzy decision tree
- Mobile Internet
- Mobility prediction
ASJC Scopus subject areas
- Computer Networks and Communications
- Communication