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http://dx.doi.org/10.5391/JKIIS.2002.12.3.193

Fuzzy Sensor Algorithm for Measuring Traffic Information using Analytic Hierarchy Process  

Jin, Hyun-Soo (천안대학교 정보통신학부)
Publication Information
Journal of the Korean Institute of Intelligent Systems / v.12, no.3, 2002 , pp. 193-201 More about this Journal
Abstract
For measuring a traffic symbolic confusion Quantity and symbolic air pleasantness, we use fuzzy sensor algorithm maded by symbolic information Quantity. Hut for implementation of fuzzy sensor, we use some symbolic information item, this method cannot produce precise output because we use vague fuzzy rule method and we cannot abundance fuzzy for precision of fuzzy rule method. For this reason, this paper introduce new fuzzy sensor algorithm composed of not fuzzy rule method but using Analytic Hierachy Process. To prove that new method is good, two type of fuzzy sensor applied to traffic signal controller and through much passing vehicle, two fuzzy sensor compared each other.
Keywords
Analytic Hierarchy Process; Fuzzy Sensor; Fuzzy Measurement; Traffic confusion Degree;
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  • Reference
1 Gilles Mauris, 'The aggregation of information byexamptes uia fuzzy sensors', IEEE third Int.Conf. on Fuzzy System, Orlando, USA,pp.1867-1872,june 1994
2 진현수, 김성환, '교통량검지를 위한 퍼지센서 알고리즘,' 한국퍼지 및 지능 시스템학회 논문지, 제8권, 제2호, pp. 134-141, 1998
3 H. J. Zimmermann and P. Zysno, 'Decision andEmluation by Hierarchical Aegregation ofInformation', Fuzzy Sets and Systems Vol. 10,pp. 31-36, 1983   DOI   ScienceOn
4 Iran Pereira, 'An Analytic Hierarchy ProcessApproach to the Anafysis of Quality inTelecommunication Systems', IEEE Global Tele-communications Conference, pp. 1684-1688, 1992
5 R. Bellman and L. A. Zadeh, 'Decision-Makingin Fuzzy Enuironment', Management Science,Vol. 17, pp. 146-164, 1970   DOI   ScienceOn
6 Wang Ley, Volker Hans, 'Improving DynamicPerformance of Temperature sensors with FuzzyControl Technique', IEEE Fuzzy system Int.Conf, 1993
7 L. A. Zadeh, 'Outline of A New Approach toThe Analysis Complex Systems and DecisionProcesses', IEEE Trans. Syst. Man Cybern, Vol.SMC-3, pp. 28-44, 1973   DOI   ScienceOn
8 G. J. Klir, 'Fuzzy Sets Uncertainty andInformation' Prentice-Hall Inc, pp. 69-93, 1993
9 E.Benoit, L.Foulloy et. al, 'Fuzzy sensor for theperception of Colour', Submitted to the ThirdIEEE Int. Conf. on Fuzzy system, orlando, USA,pp.2008-2013, June 1994
10 Toshio Fukada, Koji Shimojima, 'Mutti-SensorIntegration System with Fuzzy Inference andNeural Network', IEEE Fuzzy system Int. Conf.1992
11 Satty, R. W., 'The Analytic Hierarchy Process-what it is and How It is Used' , MathematicalModeling, pp.161-176, 1987