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Verifying Fixed-Point Digital Filters using SMT-Based Bounded Model Checking

Abreu, R. B.; CORDEIRO, L. C.; Lima Filho, E. B

2013 • XXXI Simpósio Brasileiro de Telecomunicações • 10 citações

Resumo

The implementation of digital filters in processors based on fixed-point arithmetic can lead to problems related to the finite word-length.In particular, the processing of signals in such filters can produce overflows and unwanted noise caused by quantization and round off effect during the accumulative addition and multiplication operations.In this paper, we describe a new approach to verify digital filters using an off-the-shelf bounded model checker called ESBMC, which supports full C/C++ and is based on satisfiability modulo theories solvers.In particular, we are able to verify the occurrence of overflows, limit cycles, and time constraints based on a discrete-time model implemented in C. The experiments show that the proposed approach can be used to verify potential problems in fixed-point implementation of digital filters and it can thus be effective in finding realistic design errors.

palavras-chave

Palavras-chave

fixed-point digital filtersbounded model checkingSMT solverslimit cyclesquantization noiserounding errorsfinite word length effectsESBMCdiscrete-time modelsdesign error detection

Status

Published

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