Publication: Mobile propagation path loss models for suburban areas using type-2 fuzzy logic approximation
Issued Date
2004-12-01
Resource Type
Other identifier(s)
2-s2.0-28844509359
Rights
Mahidol University
Rights Holder(s)
SCOPUS
Bibliographic Citation
2004 4th International Conference on Microwave and Millimeter Wave Technology, ICMMT 2004. (2004), 158-162
Suggested Citation
Pisit Phokharatkul, Supachai Phaiboon Mobile propagation path loss models for suburban areas using type-2 fuzzy logic approximation. 2004 4th International Conference on Microwave and Millimeter Wave Technology, ICMMT 2004. (2004), 158-162. Retrieved from: https://repository.li.mahidol.ac.th/handle/20.500.14594/21313
Research Projects
Organizational Units
Authors
Journal Issue
Thesis
Title
Mobile propagation path loss models for suburban areas using type-2 fuzzy logic approximation
Author(s)
Other Contributor(s)
Abstract
This paper presents a type-2 fuzzy logic system to predict path loss in cellular mobile communication system. The propagation mediums are classified into two environment of terrain defined as Suburban house density and Tree density. The environment terrain is classified into flat area terrain, light tree terrain, heavy tree terrain and village terrain respectively. These data from the environment terrain transfer to the type-2 fuzzy logic system. Once the rules have been established, the type-2 fuzzy logic system can be viewed as a mapping from environment terrain inputs to path loss outputs. From the prediction, the results obtained have shown that the ability of type-2 fuzzy logic system to predict more accurate prediction of strength loss than that of conventional Hata 's model. © 2004 IEEE.