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EURASIP Journal on Advances in Signal Processing
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An Overview of the Adaptive Robust DFT

EURASIP Journal on Advances in Signal Processing volume 2010, Article number: 595071 (2010) Cite this article

Abstract

This paper overviews basic principles and applications of the robust DFT (RDFT) approach, which is used for robust processing of frequency-modulated (FM) signals embedded in non-Gaussian heavy-tailed noise. In particular, we concentrate on the spectral analysis and filtering of signals corrupted by impulsive distortions using adaptive and nonadaptive robust estimators. Several adaptive estimators of location parameter are considered, and it is shown that their application is preferable with respect to non-adaptive counterparts. This fact is demonstrated by efficiency comparison of adaptive and nonadaptive RDFT methods for different noise environments.

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Authors and Affiliations

  1. Department of Transmitters, Receivers, and Signal Processing, National Aerospace University, Kharkov, 17 Chkalova St., 61070, Kharkov, Ukraine

    Alexey A. Roenko & Vladimir V. Lukin

  2. Electrical Engineering Department, University of Montenegro, Cetinjski put bb, 81000, Podgorica, Montenegro

    Igor Djurović

Authors
  1. Alexey A. Roenko
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  2. Vladimir V. Lukin
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  3. Igor Djurović
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Corresponding author

Correspondence to Vladimir V. Lukin.

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Open Access This article is distributed under the terms of the Creative Commons Attribution 2.0 International License ( https://creativecommons.org/licenses/by/2.0 ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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Roenko, A.A., Lukin, V.V. & Djurović, I. An Overview of the Adaptive Robust DFT. EURASIP J. Adv. Signal Process. 2010, 595071 (2010). https://doi.org/10.1155/2010/595071

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  • DOI: https://doi.org/10.1155/2010/595071

Keywords

  • Information Technology
  • Spectral Analysis
  • Basic Principle
  • Quantum Information
  • Location Parameter