Implementation of an acoustic echo canceller based on NLMS-neural networks structures by using the VHDL

Abdellatif Ben Rabaa; Abdelkerim Zitouni; Mohamed Abid; Rached Tourki

doi:10.1109/ICC.1998.683137

Implementation of an acoustic echo canceller based on NLMS-neural networks structures by using the VHDL

Abdellatif Ben Rabaa
, Abdelkerim Zitouni
, Mohamed Abid
, Rached Tourki

University of Monastir

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

1 Scopus citations

Abstract

A cascaded pipelined recurrent neural network/NLMS structure is employed in an attempt to model the room/speakerphone transfer function and acoustic path in a hands-free environment. To investigate the feasibility of practical hardware implementation of the proposed structure, this paper aims at implementing the pipelined recurrent neural network and NLMS algorithms by using VHDL. VHDL is the name of the IEEE 1076 Hardware Description Language standard for very high-speed digital circuits design. Galileo, an RTL/logic synthesis tool, has been used in order to generate the gate level of the proposed structure. The Xilinx family is chosen as target technology.

Original language	English
Title of host publication	ICC 1998 - 1998 IEEE International Conference on Communications
Subtitle of host publication	New Century Communications, Conference Record; Affiliated with SUPERCOMM 1998
Pages	1789-1793
Number of pages	5
DOIs	https://doi.org/10.1109/ICC.1998.683137
State	Published - 1998
Externally published	Yes
Event	1998 IEEE International Conference on Communications: New Century Communications, ICC 1998 - Affiliated with SUPERCOMM 1998 - Atlanta, GA, United States Duration: 7 Jun 1998 → 11 Jun 1998

Publication series

Name	International Conference on Communications - Proceedings
Volume	3

Conference

Conference	1998 IEEE International Conference on Communications: New Century Communications, ICC 1998 - Affiliated with SUPERCOMM 1998
Country/Territory	United States
City	Atlanta, GA
Period	7/06/98 → 11/06/98

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10.1109/ICC.1998.683137

Cite this

Ben Rabaa, A., Zitouni, A., Abid, M., & Tourki, R. (1998). Implementation of an acoustic echo canceller based on NLMS-neural networks structures by using the VHDL. In ICC 1998 - 1998 IEEE International Conference on Communications: New Century Communications, Conference Record; Affiliated with SUPERCOMM 1998 (pp. 1789-1793). Article 683137 (International Conference on Communications - Proceedings; Vol. 3). https://doi.org/10.1109/ICC.1998.683137

Ben Rabaa, Abdellatif ; Zitouni, Abdelkerim ; Abid, Mohamed et al. / Implementation of an acoustic echo canceller based on NLMS-neural networks structures by using the VHDL. ICC 1998 - 1998 IEEE International Conference on Communications: New Century Communications, Conference Record; Affiliated with SUPERCOMM 1998. 1998. pp. 1789-1793 (International Conference on Communications - Proceedings).

@inproceedings{a19089e55a7c41ac9f931ee7f5e00713,

title = "Implementation of an acoustic echo canceller based on NLMS-neural networks structures by using the VHDL",

abstract = "A cascaded pipelined recurrent neural network/NLMS structure is employed in an attempt to model the room/speakerphone transfer function and acoustic path in a hands-free environment. To investigate the feasibility of practical hardware implementation of the proposed structure, this paper aims at implementing the pipelined recurrent neural network and NLMS algorithms by using VHDL. VHDL is the name of the IEEE 1076 Hardware Description Language standard for very high-speed digital circuits design. Galileo, an RTL/logic synthesis tool, has been used in order to generate the gate level of the proposed structure. The Xilinx family is chosen as target technology.",

author = "\{Ben Rabaa\}, Abdellatif and Abdelkerim Zitouni and Mohamed Abid and Rached Tourki",

year = "1998",

doi = "10.1109/ICC.1998.683137",

language = "English",

isbn = "0780347889",

series = "International Conference on Communications - Proceedings",

pages = "1789--1793",

booktitle = "ICC 1998 - 1998 IEEE International Conference on Communications",

note = "1998 IEEE International Conference on Communications: New Century Communications, ICC 1998 - Affiliated with SUPERCOMM 1998 ; Conference date: 07-06-1998 Through 11-06-1998",

}

Ben Rabaa, A, Zitouni, A, Abid, M & Tourki, R 1998, Implementation of an acoustic echo canceller based on NLMS-neural networks structures by using the VHDL. in ICC 1998 - 1998 IEEE International Conference on Communications: New Century Communications, Conference Record; Affiliated with SUPERCOMM 1998., 683137, International Conference on Communications - Proceedings, vol. 3, pp. 1789-1793, 1998 IEEE International Conference on Communications: New Century Communications, ICC 1998 - Affiliated with SUPERCOMM 1998, Atlanta, GA, United States, 7/06/98. https://doi.org/10.1109/ICC.1998.683137

Implementation of an acoustic echo canceller based on NLMS-neural networks structures by using the VHDL. / Ben Rabaa, Abdellatif; Zitouni, Abdelkerim; Abid, Mohamed et al.
ICC 1998 - 1998 IEEE International Conference on Communications: New Century Communications, Conference Record; Affiliated with SUPERCOMM 1998. 1998. p. 1789-1793 683137 (International Conference on Communications - Proceedings; Vol. 3).

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

TY - GEN

T1 - Implementation of an acoustic echo canceller based on NLMS-neural networks structures by using the VHDL

AU - Ben Rabaa, Abdellatif

AU - Zitouni, Abdelkerim

AU - Abid, Mohamed

AU - Tourki, Rached

PY - 1998

Y1 - 1998

N2 - A cascaded pipelined recurrent neural network/NLMS structure is employed in an attempt to model the room/speakerphone transfer function and acoustic path in a hands-free environment. To investigate the feasibility of practical hardware implementation of the proposed structure, this paper aims at implementing the pipelined recurrent neural network and NLMS algorithms by using VHDL. VHDL is the name of the IEEE 1076 Hardware Description Language standard for very high-speed digital circuits design. Galileo, an RTL/logic synthesis tool, has been used in order to generate the gate level of the proposed structure. The Xilinx family is chosen as target technology.

AB - A cascaded pipelined recurrent neural network/NLMS structure is employed in an attempt to model the room/speakerphone transfer function and acoustic path in a hands-free environment. To investigate the feasibility of practical hardware implementation of the proposed structure, this paper aims at implementing the pipelined recurrent neural network and NLMS algorithms by using VHDL. VHDL is the name of the IEEE 1076 Hardware Description Language standard for very high-speed digital circuits design. Galileo, an RTL/logic synthesis tool, has been used in order to generate the gate level of the proposed structure. The Xilinx family is chosen as target technology.

UR - https://www.scopus.com/pages/publications/0031631692

U2 - 10.1109/ICC.1998.683137

DO - 10.1109/ICC.1998.683137

M3 - Conference contribution

AN - SCOPUS:0031631692

SN - 0780347889

SN - 9780780347885

T3 - International Conference on Communications - Proceedings

SP - 1789

EP - 1793

BT - ICC 1998 - 1998 IEEE International Conference on Communications

T2 - 1998 IEEE International Conference on Communications: New Century Communications, ICC 1998 - Affiliated with SUPERCOMM 1998

Y2 - 7 June 1998 through 11 June 1998

ER -

Ben Rabaa A, Zitouni A, Abid M, Tourki R. Implementation of an acoustic echo canceller based on NLMS-neural networks structures by using the VHDL. In ICC 1998 - 1998 IEEE International Conference on Communications: New Century Communications, Conference Record; Affiliated with SUPERCOMM 1998. 1998. p. 1789-1793. 683137. (International Conference on Communications - Proceedings). doi: 10.1109/ICC.1998.683137

Implementation of an acoustic echo canceller based on NLMS-neural networks structures by using the VHDL

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