Design and construction of a line follower robot guided by pixels values of a camera connected to an FPGA

Larry Andres Perez Sanchez, Cesar Augusto Aceros Moreno, Holguer Andres Becerra Daza

    Producción científica: Capítulo del libro/informe/acta de congresoPonencia publicada en las memorias del evento con ISBNrevisión exhaustiva

    4 Citas (Scopus)

    Resumen

    This work consists in the design and construction of a line follower robot controlled by a camera connected to a Cyclone IV FPGA in a development board DE0-NANO from the company TERASIC. The camera is a TDRB-D5M. Using computer vision algorithms programmed into the FPGA we are able to guide the robot through a line of one of three possible colors. We follow the line by the use of techniques for masking pixels in the cameras image. In addition, it is necessary to decompose and segment the image RGB pixel values to decide the line color that the camera is focusing. Based in the color detected, the robot controls the motors to keep up the course and advance at different speeds in the line. This project is a proof of concept for the use of the FPGA as a control device for robots. Furthermore, FPGAS are an alternative possible to microprocessor-based systems traditionally used. The results show that FPGAS are very promising as elements for robot control and for image processing applications. In this project, we use only 9.000 logic elements of the 22.000 available in the selected FPGA.

    Idioma originalInglés
    Título de la publicación alojada2015 20th Symposium on Signal Processing, Images and Computer Vision, STSIVA 2015 - Conference Proceedings
    EditoresPedro Vizcaya Guarin, Lorena Garcia Posada
    EditorialInstitute of Electrical and Electronics Engineers Inc.
    ISBN (versión digital)9781467394611
    DOI
    EstadoPublicada - 16 nov. 2015
    Evento20th Symposium on Signal Processing, Images and Computer Vision, STSIVA 2015 - Bogota, Colombia
    Duración: 2 sep. 20154 sep. 2015

    Serie de la publicación

    Nombre2015 20th Symposium on Signal Processing, Images and Computer Vision, STSIVA 2015 - Conference Proceedings

    Conferencia

    Conferencia20th Symposium on Signal Processing, Images and Computer Vision, STSIVA 2015
    País/TerritorioColombia
    CiudadBogota
    Período2/09/154/09/15

    Nota bibliográfica

    Publisher Copyright:
    © 2015 IEEE.

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