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

^*Corresponding author for this work

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
Edition	1
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
202034 Control engineering
202017 Embedded systems
202030 Communication engineering
202028 Microelectronics
202027 Mechatronics
102019 Machine learning
202040 Transmission technology
202025 Power electronics
202041 Computer engineering
202023 Integrated circuits
202036 Sensor systems

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 (1 ed., 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. 1. ed. 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",

booktitle = "Computer Aided Systems Theory – EUROCAST 2024 - 19th International Conference, 2024, Revised Selected Papers",

edition = "1",

}

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. 1 edn, 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. 1. ed. 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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AU - Comminiello, Danilo

PY - 2025

Y1 - 2025

N2 - 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.

AB - 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.

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

M3 - Conference proceedings

SN - 9783031829598

T3 - Lecture Notes in Computer Science

SP - 19

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BT - Computer Aided Systems Theory – EUROCAST 2024 - 19th International Conference, 2024, Revised Selected Papers

A2 - Quesada-Arencibia, Alexis

A2 - Affenzeller, Michael

A2 - Moreno-Díaz, Roberto

ER -

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. 1 ed. 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