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Fuzzy Logic Based Control for Autonomous Mobile Robot Navigation
Joint Authors
Omrane, Hajer
Masmoudi, Mohamed Slim
Masmoudi, Mohamed
Source
Computational Intelligence and Neuroscience
Issue
Vol. 2016, Issue 2016 (31 Dec. 2015), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-09-05
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
This paper describes the design and the implementation of a trajectory tracking controller using fuzzy logic for mobile robot to navigate in indoor environments.
Most of the previous works used two independent controllers for navigation and avoiding obstacles.
The main contribution of the paper can be summarized in the fact that we use only one fuzzy controller for navigation and obstacle avoidance.
The used mobile robot is equipped with DC motor, nine infrared range (IR) sensors to measure the distance to obstacles, and two optical encoders to provide the actual position and speeds.
To evaluate the performances of the intelligent navigation algorithms, different trajectories are used and simulated using MATLAB software and SIMIAM navigation platform.
Simulation results show the performances of the intelligent navigation algorithms in terms of simulation times and travelled path.
American Psychological Association (APA)
Omrane, Hajer& Masmoudi, Mohamed Slim& Masmoudi, Mohamed. 2016. Fuzzy Logic Based Control for Autonomous Mobile Robot Navigation. Computational Intelligence and Neuroscience،Vol. 2016, no. 2016, pp.1-10.
https://search.emarefa.net/detail/BIM-1099823
Modern Language Association (MLA)
Omrane, Hajer…[et al.]. Fuzzy Logic Based Control for Autonomous Mobile Robot Navigation. Computational Intelligence and Neuroscience Vol. 2016, no. 2016 (2015), pp.1-10.
https://search.emarefa.net/detail/BIM-1099823
American Medical Association (AMA)
Omrane, Hajer& Masmoudi, Mohamed Slim& Masmoudi, Mohamed. Fuzzy Logic Based Control for Autonomous Mobile Robot Navigation. Computational Intelligence and Neuroscience. 2016. Vol. 2016, no. 2016, pp.1-10.
https://search.emarefa.net/detail/BIM-1099823
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1099823