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Verification of Magnitude and Phase Responses in Fixed-Point Digital Filters
Resumo
In the digital signal processing (DSP) area, one of
the most important tasks is digital filter design. Currently, this
procedure is performed with the aid of computational tools, which
generally assume filter coefficients represented with floating-point
arithmetic. Nonetheless, during the implementation phase, which
is often done in digital signal processors or field programmable
gate arrays, the representation of the obtained coefficients can
be carried out through integer or fixed-point arithmetic, which
often results in unexpected behavior or even unstable filters. The
present work addresses this issue and proposes a verification
methodology based on the digital-system verifier (DSVerifier),
with the goal of checking fixed-point digital filters w.r.t. implementation aspects. In particular, DSVerifier checks whether
the number of bits used in coefficient representation will result
in a filter with the same features specified during the design
phase. Experimental results show that errors regarding frequency
response and overflow are likely to be identified with the proposed
methodology, which thus improves overall system’s reliability.