Fuzzy Position Control Approach for Autonomous Robot Controller

In this study, the application of position control on a fixed track by an autonomous robot fuzzy controller approach is realized. For this purpose, a system is designed in which the real time data exchange can be done both for hardware and software. The embedded system (Atmel 2560 Integrity) is used in the hardware section to achieve the target attainment and position control with the fuzzy controller. DC motor, servo motor, ultrasonic sensor, Bluetooth module and optical sensor are controlled using this system. In addition, the desktop software is designed using the microcontroller software as well as Visual Studio 2015 platform using c# language. The coordinates (x, y) and path information sent by Altu robot (The name of the robot designed for this study) on the designed track in real time are processed with the fuzzy controller. The obtained data is displayed with the desktop software, position information, and robot motion map of Altu robot. Experiments using the fuzzy approach are also tested with the conventional control method and the results are compared. Thus, the fuzzy logic approach has proved that it can provide more precise control than the conventional approach.

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Eser Adı
(dc.title)
Fuzzy Position Control Approach for Autonomous Robot Controller
Yayın Türü
(dc.type)
Konferans Bildirisi
Yazar/lar
(dc.contributor.author)
ALLAHVERDİ, Novruz
Yazar/lar
(dc.contributor.author)
ÇETİNKAYA, Ali
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(dc.contributor.author)
SARAY, Tuğba
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(dc.contributor.author)
AFAGHANI, Ahmad Yasser
Atıf Dizini
(dc.source.database)
Diğer
Konu Başlıkları
(dc.subject)
Fuzzy Controller
Konu Başlıkları
(dc.subject)
Position Control
Konu Başlıkları
(dc.subject)
Autonomous Robot
Yayın Tarihi
(dc.date.issued)
2017
Kayıt Giriş Tarihi
(dc.date.accessioned)
2019-07-10T08:16:34Z
Açık Erişim tarihi
(dc.date.available)
2019-07-10T08:16:34Z
Özet
(dc.description.abstract)
In this study, the application of position control on a fixed track by an autonomous robot fuzzy controller approach is realized. For this purpose, a system is designed in which the real time data exchange can be done both for hardware and software. The embedded system (Atmel 2560 Integrity) is used in the hardware section to achieve the target attainment and position control with the fuzzy controller. DC motor, servo motor, ultrasonic sensor, Bluetooth module and optical sensor are controlled using this system. In addition, the desktop software is designed using the microcontroller software as well as Visual Studio 2015 platform using c# language. The coordinates (x, y) and path information sent by Altu robot (The name of the robot designed for this study) on the designed track in real time are processed with the fuzzy controller. The obtained data is displayed with the desktop software, position information, and robot motion map of Altu robot. Experiments using the fuzzy approach are also tested with the conventional control method and the results are compared. Thus, the fuzzy logic approach has proved that it can provide more precise control than the conventional approach.
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(dc.language.iso)
en
Tek Biçim Adres
(dc.identifier.uri)
https://hdl.handle.net/20.500.12498/1037
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