Title :
FPGA design and implementation for real time vision applications on NTACO mobile robot
Author :
Heshmatpanah, Jalal ; Boroumand, Siavash ; Masouleh, Mehdi Tale
Author_Institution :
Dept. of Electron., Islamic Azad Univ., Tehran, Iran
Abstract :
This paper represents the state-of-the-art of implementing a FPGA-based image processing algorithm in a mobile robot called NTACO (Novin Tarasheh Alborz Co.). The objective consists in performing image processing algorithms in a real-time manner and to provide the possibility of overcoming obstacle avoidance problem based on local vision navigation. To this end, image processing techniques are used such as Sobel, Roberts and Prewitt edge finders, median and averaging filters, morphology and some related techniques. The main contribution of this paper consists in implementins image processing alghorithms on Altera FPGA with Quartus 11.1 and NIOSII 11.1 softwares. As a result, the speed of receiving, processing and decision-making for obstacle detection are increased. Features such as hardware implementation, flexibility, exclusive architecture and high processing speed along with low weight and price in this processing core also make its use possible in mechatronics systems which require real-time image processing.
Keywords :
collision avoidance; control engineering computing; field programmable gate arrays; image processing; mechatronics; mobile robots; robot vision; Altera FPGA; FPGA design; FPGA-based image processing algorithm; NIOSII software; NTACO mobile robot; Novin Tarasheh Alborz Co; Quartus software; decision-making; local vision navigation; mechatronics systems; obstacle avoidance problem; real time vision applications; real-time image processing; Algorithm design and analysis; Cameras; Field programmable gate arrays; Image edge detection; Ports (Computers); Robots; FPGA; Image Processing Core; Mechatronics Systems; Mobile Robot; NTACO; Navigation System; Sobel filter;
Conference_Titel :
Robotics and Mechatronics (ICRoM), 2014 Second RSI/ISM International Conference on
Conference_Location :
Tehran
DOI :
10.1109/ICRoM.2014.6990896