Author:
Salih Thair Ali,Nayef Mustafa Zuhear
Abstract
The navigation of a mobile robot in an unknown environment has always been a very challenging task. In order to achieve safe and autonomous navigation, the mobile robot needs to sense the surrounding environment and plans a collision-free path. This paper focuses on designing and implementing a mobile robot which has the ability of navigating smoothly in an unknown environment, avoiding collisions, without having to stop in front of obstacles, detecting leakage of combustible gases and transmitting a message of detection results to the civil defense unit automatically through the Internet to the E-mail. This design uses the implementation of artificial neural network (ANN) on a new technology represented by Field Programmable Analog Array (FPAA) for controlling the motion of the robot. The robot with the proposed controller is tested and has completed the required objective successfully.
Reference9 articles.
1. Velappa Ganapathy, Soh Chin Yunand Jefry Ng, “Fuzzy and NeuralControllers for Acute Obstacle Avoidance Navigation Advanced in Mobile Robot”, IEEE/ASME International Conference on Advanced Intelligent Mechatronics, pp. 5082-5085, July 2009.
2. Wang Dongshu, Zhang Yusheng and Si Wenjie,” Behavior-Based Hierarchical Fuzzy Control for Mobile Robot Navigation inDynamic Environment,” Chinese Control and Decision Conference (CCDC), pp. 2419-2424, Nov. 2011.
3. Kai-Hui Chi and Min-Fan RickyLee, “Obstacle Avoidance in MobileRobot using Neural Network,”International Conference on Consumer Electronics, Communications and Networks (CECNet), pp. 589-596, Oct. 2010.
4. Mario D. Capuozzo and David L. Livingston, “A Compact Evolutionary Algorithm for Integer Spiking Neural Network RobotControllers,” Proceedings of IEEESoutheastcon, pp. 237-242, 2011.
5. Tiago R. Balen, Franco Leite, Fernanda G. L. Kastensmidt, and Marcelo Lubaszewski,“ A Self- Checking Scheme to Mitigate Single Event Upset Effects in SRAM-based FPAAs‟, IEEE Transactions on Nuclear Science, Vol. 56, No. 00189499, pp. 1950-1957, July 2009.
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