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
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