DocumentCode :
2162116
Title :
Application of IT2 FLS in Direction Relation Approximate Reasoning
Author :
Guo, Jifa ; Cui, Weihong
Author_Institution :
Inst. of Remote Sensing Applic., Chinese Acad. of Sci., Beijing, China
fYear :
2009
fDate :
20-22 Sept. 2009
Firstpage :
1
Lastpage :
4
Abstract :
It was necessary to consider the uncertainty of spatial data and fuzziness of relative conception in direction relation representation and reasoning, because of the fuzziness of the direction concepts and the inherent uncertainty of spatial data. The 8-direction asymmetry fuzzy model was built, in this model each primary direction tile has 60 degrees and each secondary direction tile has 30 degrees. This model was extended after considering the location error of reference point based on interval type-2 fuzzy set, and the primary membership function and uncertainty of membership value was discussed and the attribute of this model was analyzed too. Under this model, the reasoning method was built based on IT2 FLS, this method take the location error of reference point, cognitive habit and percentage of target in each direction tile into account, certain and uncertain information was considered in this method.
Keywords :
fuzzy reasoning; fuzzy set theory; uncertainty handling; 8-direction asymmetry fuzzy model; IT2 FLS application; approximate reasoning; direction relation reasoning; direction relation representation; interval type-2 fuzzy set; membership function; reference point location error; relative conception fuzziness; spatial data uncertainty; Cognition; Computer aided instruction; Fuzzy reasoning; Fuzzy sets; Remote sensing; Tiles; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Management and Service Science, 2009. MASS '09. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4638-4
Electronic_ISBN :
978-1-4244-4639-1
Type :
conf
DOI :
10.1109/ICMSS.2009.5304346
Filename :
5304346
Link To Document :
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