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2017 | OriginalPaper | Chapter

Comparison of Mamdani and Sugeno Fuzzy Logic Performance as Speed Controller

Authors : Izzati Saleh, S. S. N. Alhady, Wan Rahiman

Published in: 9th International Conference on Robotic, Vision, Signal Processing and Power Applications

Publisher: Springer Singapore

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Abstract

This paper compares the output from Mamdani-based fuzzy logic controller and Sugeno-based fuzzy logic controller in controlling speed of an Remote Controlled (RC) car. There are two inputs involved which are deviation and distance and one output which is the speed to be input to the RC car motor. Results from randomized data simulation test shows that Sugeno-based fuzzy logic controller produces desirable result in contrast to Mamdani-based fuzzy logic controller in controlling the speed of the RC car.

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Literature
1.
go back to reference Negnevitsky M (2011) Artificial intelligence: a guide to intelligent systems, 3rd edn. Addison-Wesley Longman Publishing Co., Inc Negnevitsky M (2011) Artificial intelligence: a guide to intelligent systems, 3rd edn. Addison-Wesley Longman Publishing Co., Inc
3.
go back to reference Sugeno M (1985) An introductory survey of fuzzy control. Inf Sci 36(12):59–83 Sugeno M (1985) An introductory survey of fuzzy control. Inf Sci 36(12):59–83
4.
go back to reference Adewuyi PA (2012) Performance evaluation of mamdani-type and sugeno-type fuzzy inference system based controllers for computer fan. Int J Inf Technol Comput Sci (IJITCS) 5(1):26 Adewuyi PA (2012) Performance evaluation of mamdani-type and sugeno-type fuzzy inference system based controllers for computer fan. Int J Inf Technol Comput Sci (IJITCS) 5(1):26
5.
go back to reference Agarwal P, Bose A (2014) Brushless Dc motor speed control using proportional-integral and fuzzy controller. IOSR J Electr Electron Eng 5(5):68–78 AugCrossRef Agarwal P, Bose A (2014) Brushless Dc motor speed control using proportional-integral and fuzzy controller. IOSR J Electr Electron Eng 5(5):68–78 AugCrossRef
6.
go back to reference Kaur A, Kaur A (2012) Comparison of mamdani-type and sugeno-type fuzzy inference systems for air conditioning system. Int J Soft Comput Eng 2(2):2231–2307 Kaur A, Kaur A (2012) Comparison of mamdani-type and sugeno-type fuzzy inference systems for air conditioning system. Int J Soft Comput Eng 2(2):2231–2307
7.
go back to reference Bai Y, Wang D (2006) Fundamentals of fuzzy logic control fuzzy sets, fuzzy rules and defuzzifications. In: Bai Y, Zhuang H, Wang D (eds) Advanced fuzzy logic technologies in industrial applications. Advances in industrial control, Springer, London, pp 17–36 Bai Y, Wang D (2006) Fundamentals of fuzzy logic control fuzzy sets, fuzzy rules and defuzzifications. In: Bai Y, Zhuang H, Wang D (eds) Advanced fuzzy logic technologies in industrial applications. Advances in industrial control, Springer, London, pp 17–36
Metadata
Title
Comparison of Mamdani and Sugeno Fuzzy Logic Performance as Speed Controller
Authors
Izzati Saleh
S. S. N. Alhady
Wan Rahiman
Copyright Year
2017
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-1721-6_40