• DocumentCode
    3229481
  • Title

    A component based architecture to improve testability, targeted FPGA-based vision systems

  • Author

    Pordel, Mostafa ; Khalilzad, Nima Moghaddami ; Yekeh, Farahnaz ; Asplund, Lars

  • Author_Institution
    Dept. of Comput. Sci., Umea Univ., Umea, Sweden
  • fYear
    2011
  • fDate
    27-29 May 2011
  • Firstpage
    601
  • Lastpage
    605
  • Abstract
    FPGA has been used in many robotics projects for real-time image processing. It provides reliable systems with low execution time and simplified timing analysis. Many of these systems take a lot of time in development and testing phases. In some cases, it is not possible to test the system in real environments very often, due to accessibility, availability or cost problems. This paper is the result of a case study on vision systems for two robotics projects in which the vision team consisted of seven students working for six months fulltime on developing and implementing different image algorithms. While FPGA has been used for real-time image processing, some steps have been taken in order to reduce the development and testing phases. The main focus of the project is to integrate different testing methods with FPGA development. It includes a component based solution that uses a two-way communication with a PC controller for system evaluation and testing. Once the data is acquired from the vision board, the system stores it and simulates the same environment that has been captured earlier by feeding back the obtained data to FPGA. This approach addresses and implements a debugging methodology for FPGA based solutions which accelerate the development phase. In order to transfer massive information of images, RMII which is an interface for Ethernet communication, has been investigated and implemented. The provided solution makes changes easier, saves time and solves the problems mentioned earlier.
  • Keywords
    computer vision; field programmable gate arrays; local area networks; robots; testing; Ethernet communication; FPGA development; PC controller; component based architecture; debugging methodology; image algorithm; real-time image processing; robotics projects; system evaluation; targeted FPGA-based vision systems; testability; testing method; two-way communication; Clocks; Field programmable gate arrays; Monitoring; Process control; Reliability; Robots; Switches; Component Based; FPGA; Robotics; Testability; Vision;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication Software and Networks (ICCSN), 2011 IEEE 3rd International Conference on
  • Conference_Location
    Xi´an
  • Print_ISBN
    978-1-61284-485-5
  • Type

    conf

  • DOI
    10.1109/ICCSN.2011.6014162
  • Filename
    6014162