Title :
An application fuzzy ID3 to wireless LAN access point optimal location problem
Author_Institution :
Fac. of Informatics, Kansai Univ., Osaka, Japan
Abstract :
Although wireless LAN is useful in its small size and mobility, how optimally wireless LAN points (APs) are located is important. In this paper, we propose the APs´ optimal location method using fuzzy ID3. We discuss how to formulate the method for setting AP optimal location and show the effectiveness of this method by illustrating the examples of AP optimal locations.
Keywords :
decision trees; fuzzy reasoning; knowledge based systems; wireless LAN; access points; application fuzzy ID3; fuzzy decision trees; fuzzy rules; wireless LAN AP optimal location problem; Consumer products; Data security; Information security; Intrusion detection; Local area networks; Machine learning algorithms; Mathematical programming; Mutual information; Personal communication networks; Wireless LAN; Fuzzy ID3; Fuzzy Rules; Wireless LAN;
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
DOI :
10.1109/ICMLC.2005.1527810
