• DocumentCode
    123926
  • Title

    Automatic Construction of On-line Checking Circuits Based on Finite Automata

  • Author

    Matuova, Lucie ; Katil, Jan ; Kotasek, Zdenek

  • Author_Institution
    Fac. of Inf. Technol., Brno Univ. of Technol., Brno, Czech Republic
  • fYear
    2014
  • fDate
    27-29 Aug. 2014
  • Firstpage
    326
  • Lastpage
    332
  • Abstract
    In this paper, the approach to the automatic development of checking circuits for unit implemented in FPGA is described. The checking circuit, also denoted as online checker, introduces fault tolerance aspects to the unit. It provides the information about correctness of the unit output. Checkers are constructed from models inferred by active automata learning which is based on communication with a simulator. To implement the learning environment, LearnLib library has been employed. A platform for automatic construction of online checkers has been designed and implemented. The experimental part of the paper proves that it is possible to automatically generate the model for the online checker which describes the basic behaviour of the checked component. The obtained checker is up to six times smaller than the original component.
  • Keywords
    electronic engineering computing; field programmable gate arrays; finite automata; learning (artificial intelligence); logic testing; FPGA; LearnLib library; automata learning; automatic construction; checking circuit automatic development; finite automata; on-line checking circuit; Adaptation models; Approximation methods; Circuit faults; Educational institutions; Fault tolerant systems; Learning automata; Reliability; Active Automata Learning; Fault Tolerant; Mealy Machine; Online Checkers;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital System Design (DSD), 2014 17th Euromicro Conference on
  • Conference_Location
    Verona
  • Type

    conf

  • DOI
    10.1109/DSD.2014.78
  • Filename
    6927261