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https://doi.org/10.1109/mlsp.2...
Article . 2007 . Peer-reviewed
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A Non-Monotone Optimization Algorithm for IIR Filter Design

Authors: Mario Antonelli; RIZZI, Antonello;

A Non-Monotone Optimization Algorithm for IIR Filter Design

Abstract

In this paper, a new algorithm is proposed for digital filter design. Filter specifications are fixed as a mask defined by upper and lower bounds on the magnitude response of the filter. The filter is designed by minimizing a particular objective function measuring the average violation on mask constraints for a discrete set of frequencies. The minimization of the objective function is performed by a non monotone modification of the projected gradient algorithm. It allows to include the filter stability constraints in the optimization problem, while the non monotone approach avoids the local minima problem which is often encountered in non convex optimization problems.

Country
Italy
Keywords

Non monotone optimization, IIR filter design, projected gradient algorithm

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
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