Design and Implementation of Pure Fuzzy Controller for Attitude Control of Quadrotor using Kalman Filter
Author(s):
Article Type:
Research/Original Article (دارای رتبه معتبر)
Abstract:
This paper presents a control algorithm based on pure fuzzy method for attitude control of the quadrotor. Error and error rate are the input parameters of the fuzzy system and control inputs will be generated based on predetermined fuzzy rules. Based on the nonlinear dynamics of quadrotor, fuzzy controller provides a satisfactory response for stabilization and attitude control of the robots. To study the performance of fuzzy control algorithm, a set of sensors and the quadrotor is used in the experimental model. The system consists of accelerometer and gyroscope sensors and a microcontroller which is used to design fuzzy attitude controller for the quadrotor. Three-axis gyroscope and accelerometer sensors are used to estimate the angular position of the quadrotor. Considering that the experimental data has lots of errors and noises, Kalman filter is used to reduce the noises. The experimental results indicates the successful design of fuzzy controller for the quadrotor
Keywords:
Language:
Persian
Published:
Journal of Mechanical Engineering, Volume:48 Issue: 2, 2018
Pages:
65 to 73
https://www.magiran.com/p1883550
سامانه نویسندگان
مقالات دیگری از این نویسنده (گان)
-
Investigation and analysis of the rhythm of the verses of the Holy Quran with the approach of dating the descent by computer method
, Mojtaba Ghorbanian *
Journal of Quran, Culture and Civilization, -
Design, Manufacturing, and Test of a Wearable Device to Monitor Athlete's Body Movements
Mahdi Sadeghiyan, *, Shahram Hadian, Peyman Norouzi
Amirkabir Journal Mechanical Engineering,