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Reliable Verification of Digital Implemented Filters Against Frequency Specifications

2017 IEEE 24th Symposium on Computer Arithmetic (ARITH)(2017)

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摘要
Reliable implementation of digital filters in finiteprecision is based on accurate error analysis. However, a small error in the time domain does not guarantee that the implemented filter verifies the initial band specifications in the frequency domain. We propose a novel certified algorithm for the verification of a filter's transfer function, or of an existing finite-precision implementation. We show that this problem boils down to the verification of bounds on a rational function, and further to the positivity of a polynomial. Our algorithm has reasonable runtime efficiency to be used as a criterion in large implementation space explorations. We ensure that there are no false positives but false negative answers may occur. For negative answers we give a tight bound on the margin of acceptable specifications.We demonstrate application of our algorithm to the comparison of various finite-precision implementations of filters already fully designed.
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关键词
filters,interval arithmetic,rigorous computation,floating-point arithmetic,fixed-point arithmetic,transfer function,Positivstellensatz,eigendecomposition
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