Adaptive combination in Frequency Domain: An Approach for Robust Nonlinear Acoustic Echo Cancellation

Alireza Nezamdoust; Danilo Comminiello

doi:10.1007/978-3-031-82957-4_3

Adaptive combination in Frequency Domain: An Approach for Robust Nonlinear Acoustic Echo Cancellation

Alireza Nezamdoust, Danilo Comminiello

Institute of Signal Processing

Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

Abstract

This paper introduces a novel approach to address the challenges of Nonlinear Acoustic Echo Cancellation (NAEC) by proposing an integration of Frequency Domain Adaptive Filters (FDAF) into a Collaborative Functional Link Adaptive Filters (CFLAF) framework. The research focuses on enhancing the robustness of the adaptive filtering system in the presence of changing linear-to-nonlinear power ratios (LNLR) over time.

Original language	English
Title of host publication	Computer Aided Systems Theory – EUROCAST 2024 - 19th International Conference, 2024, Revised Selected Papers
Editors	Alexis Quesada-Arencibia, Michael Affenzeller, Roberto Moreno-Díaz
Pages	19-26
Number of pages	8
DOIs	https://doi.org/10.1007/978-3-031-82957-4_3
Publication status	Published - 2025

Publication series

Name	Lecture Notes in Computer Science
Volume	15173 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Fields of science

202 Electrical Engineering, Electronics, Information Engineering
202015 Electronics
202022 Information technology
202037 Signal processing

JKU Focus areas

Digital Transformation

Access to Document

10.1007/978-3-031-82957-4_3

Cite this

Nezamdoust, A., & Comminiello, D. (2025). Adaptive combination in Frequency Domain: An Approach for Robust Nonlinear Acoustic Echo Cancellation. In A. Quesada-Arencibia, M. Affenzeller, & R. Moreno-Díaz (Eds.), Computer Aided Systems Theory – EUROCAST 2024 - 19th International Conference, 2024, Revised Selected Papers (pp. 19-26). (Lecture Notes in Computer Science; Vol. 15173 LNCS). https://doi.org/10.1007/978-3-031-82957-4_3

Nezamdoust, Alireza ; Comminiello, Danilo. / Adaptive combination in Frequency Domain: An Approach for Robust Nonlinear Acoustic Echo Cancellation. Computer Aided Systems Theory – EUROCAST 2024 - 19th International Conference, 2024, Revised Selected Papers. editor / Alexis Quesada-Arencibia ; Michael Affenzeller ; Roberto Moreno-Díaz. 2025. pp. 19-26 (Lecture Notes in Computer Science).

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title = "Adaptive combination in Frequency Domain: An Approach for Robust Nonlinear Acoustic Echo Cancellation",

abstract = "This paper introduces a novel approach to address the challenges of Nonlinear Acoustic Echo Cancellation (NAEC) by proposing an integration of Frequency Domain Adaptive Filters (FDAF) into a Collaborative Functional Link Adaptive Filters (CFLAF) framework. The research focuses on enhancing the robustness of the adaptive filtering system in the presence of changing linear-to-nonlinear power ratios (LNLR) over time.",

author = "Alireza Nezamdoust and Danilo Comminiello",

year = "2025",

doi = "10.1007/978-3-031-82957-4\_3",

language = "English",

isbn = "9783031829598",

series = "Lecture Notes in Computer Science",

pages = "19--26",

editor = "Alexis Quesada-Arencibia and Michael Affenzeller and Roberto Moreno-D{\'i}az",

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Nezamdoust, A & Comminiello, D 2025, Adaptive combination in Frequency Domain: An Approach for Robust Nonlinear Acoustic Echo Cancellation. in A Quesada-Arencibia, M Affenzeller & R Moreno-Díaz (eds), Computer Aided Systems Theory – EUROCAST 2024 - 19th International Conference, 2024, Revised Selected Papers. Lecture Notes in Computer Science, vol. 15173 LNCS, pp. 19-26. https://doi.org/10.1007/978-3-031-82957-4_3

Adaptive combination in Frequency Domain: An Approach for Robust Nonlinear Acoustic Echo Cancellation. / Nezamdoust, Alireza; Comminiello, Danilo.
Computer Aided Systems Theory – EUROCAST 2024 - 19th International Conference, 2024, Revised Selected Papers. ed. / Alexis Quesada-Arencibia; Michael Affenzeller; Roberto Moreno-Díaz. 2025. p. 19-26 (Lecture Notes in Computer Science; Vol. 15173 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

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Nezamdoust A, Comminiello D. Adaptive combination in Frequency Domain: An Approach for Robust Nonlinear Acoustic Echo Cancellation. In Quesada-Arencibia A, Affenzeller M, Moreno-Díaz R, editors, Computer Aided Systems Theory – EUROCAST 2024 - 19th International Conference, 2024, Revised Selected Papers. 2025. p. 19-26. (Lecture Notes in Computer Science). doi: 10.1007/978-3-031-82957-4_3

Adaptive combination in Frequency Domain: An Approach for Robust Nonlinear Acoustic Echo Cancellation

Abstract

Publication series

Fields of science

JKU Focus areas

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LCM - Center for Symbiotic Mechatronics - Förderphase 2

Cite this

Adaptive combination in Frequency Domain: An Approach for Robust Nonlinear Acoustic Echo Cancellation

Abstract

Publication series

Fields of science

JKU Focus areas

Access to Document

Other files and links

Projects

LCM - Center for Symbiotic Mechatronics - Förderphase 2

Cite this