Performance comparison between PD-Fuzzy and PID controller towards the stability of the extendable double-link two-wheeled mobile robot

This paper presents a comparison between the Proportional-Derivative (PD)-Fuzzy and Proportional-Integral-Derivative (PID) for balancing control of an extendable doublelink of two-wheeled mobile robot (TWMR). The two controllers were implemented to the first link of the TWMR for performance compari...

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Main Authors: Abdul Rahman, Muhammad Taqiuddin, Ahmad, Salmiah
Format: Conference or Workshop Item
Language:English
English
Published: IEEE 2015
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Online Access:http://irep.iium.edu.my/45169/1/45169.pdf
http://irep.iium.edu.my/45169/4/ASCC-organizer.pdf
http://irep.iium.edu.my/45169/
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7244892
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spelling my.iium.irep.451692018-03-06T00:27:04Z http://irep.iium.edu.my/45169/ Performance comparison between PD-Fuzzy and PID controller towards the stability of the extendable double-link two-wheeled mobile robot Abdul Rahman, Muhammad Taqiuddin Ahmad, Salmiah TJ212 Control engineering This paper presents a comparison between the Proportional-Derivative (PD)-Fuzzy and Proportional-Integral-Derivative (PID) for balancing control of an extendable doublelink of two-wheeled mobile robot (TWMR). The two controllers were implemented to the first link of the TWMR for performance comparison between the intelligent and conventional controller while maintaining similar control strategies for the rest of the subsystems (second link and extendable-link). The sensors fusion of the Inertial Measurement Unit (IMU) sensor from different subsystems were used to get the angular position of the first link and the second link while the existing disturbance was minimized by applying Kalman filter. The fact is that the variations of the angular position of the second link and the linear motion of the extendable link will affect the balancing of the first link. The accelerometer was used to measure the set point angular position of the first link to guarantee stabilization. The performances of the PD-Fuzzy and PID controllers were examined in terms of the input tracking. The experimental results show that the PD-Fuzzy controller has produced better performances in terms of settling time as compared to the PID controller. IEEE 2015 Conference or Workshop Item REM application/pdf en http://irep.iium.edu.my/45169/1/45169.pdf application/pdf en http://irep.iium.edu.my/45169/4/ASCC-organizer.pdf Abdul Rahman, Muhammad Taqiuddin and Ahmad, Salmiah (2015) Performance comparison between PD-Fuzzy and PID controller towards the stability of the extendable double-link two-wheeled mobile robot. In: 2015 10th Asian Control Conference (ASCC 2015), 31st May- 3rd June 2015, Kota Kinabalu, Sabah. http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7244892 10.1109/ASCC.2015.7244892
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
topic TJ212 Control engineering
spellingShingle TJ212 Control engineering
Abdul Rahman, Muhammad Taqiuddin
Ahmad, Salmiah
Performance comparison between PD-Fuzzy and PID controller towards the stability of the extendable double-link two-wheeled mobile robot
description This paper presents a comparison between the Proportional-Derivative (PD)-Fuzzy and Proportional-Integral-Derivative (PID) for balancing control of an extendable doublelink of two-wheeled mobile robot (TWMR). The two controllers were implemented to the first link of the TWMR for performance comparison between the intelligent and conventional controller while maintaining similar control strategies for the rest of the subsystems (second link and extendable-link). The sensors fusion of the Inertial Measurement Unit (IMU) sensor from different subsystems were used to get the angular position of the first link and the second link while the existing disturbance was minimized by applying Kalman filter. The fact is that the variations of the angular position of the second link and the linear motion of the extendable link will affect the balancing of the first link. The accelerometer was used to measure the set point angular position of the first link to guarantee stabilization. The performances of the PD-Fuzzy and PID controllers were examined in terms of the input tracking. The experimental results show that the PD-Fuzzy controller has produced better performances in terms of settling time as compared to the PID controller.
format Conference or Workshop Item
author Abdul Rahman, Muhammad Taqiuddin
Ahmad, Salmiah
author_facet Abdul Rahman, Muhammad Taqiuddin
Ahmad, Salmiah
author_sort Abdul Rahman, Muhammad Taqiuddin
title Performance comparison between PD-Fuzzy and PID controller towards the stability of the extendable double-link two-wheeled mobile robot
title_short Performance comparison between PD-Fuzzy and PID controller towards the stability of the extendable double-link two-wheeled mobile robot
title_full Performance comparison between PD-Fuzzy and PID controller towards the stability of the extendable double-link two-wheeled mobile robot
title_fullStr Performance comparison between PD-Fuzzy and PID controller towards the stability of the extendable double-link two-wheeled mobile robot
title_full_unstemmed Performance comparison between PD-Fuzzy and PID controller towards the stability of the extendable double-link two-wheeled mobile robot
title_sort performance comparison between pd-fuzzy and pid controller towards the stability of the extendable double-link two-wheeled mobile robot
publisher IEEE
publishDate 2015
url http://irep.iium.edu.my/45169/1/45169.pdf
http://irep.iium.edu.my/45169/4/ASCC-organizer.pdf
http://irep.iium.edu.my/45169/
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7244892
_version_ 1643612734098505728
score 13.159267