Study on beamformer performance with variation in array configuration, number of microphones and array aperture size for the detection of faraway speech signals in outdoor environments

Beamforming has been used since World war II where phased arrays were created for the use of radar systems to detect enemies. Up till today, beamforming has not been obsolete. Instead, it has been upgraded and used for complex systems such as the medical equipment where an image of a baby can be sho...

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Main Author: Ko, Bryden Wenyin
Other Authors: Andy Khong
Format: Final Year Project
Language:English
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/10356/71014
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-710142023-07-07T15:59:04Z Study on beamformer performance with variation in array configuration, number of microphones and array aperture size for the detection of faraway speech signals in outdoor environments Ko, Bryden Wenyin Andy Khong School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering Beamforming has been used since World war II where phased arrays were created for the use of radar systems to detect enemies. Up till today, beamforming has not been obsolete. Instead, it has been upgraded and used for complex systems such as the medical equipment where an image of a baby can be shown through ultrasound. The use of microphones has played an important part in our daily lives with telephones, video calls, recordings, broadcasting and many more. Especially with the advancement of technology, more people are using the internet to communicate and socialize. Video conferences and live streaming or broadcasts have become very popular. However, in a noisy environment, listeners or audiences of the broadcasts will have a hard time trying to hear the speaker as the microphone will collect all the sound signals it received, even noise. The acoustic beamformer can help to reduce the noise by steering it to the direction of the source that is desired where it will focus on the sound signal. It will then act as a filter by suppressing the noise from any other direction. This thesis aims to implement the delay and sum beamformer and with the beamform produced, where the performance of the beam is analyzed depending on the parameters such as the aperture size, number of microphones and array configuration. The delay and sum beamformer is simulated through MATLAB. Bachelor of Engineering 2017-05-12T07:49:49Z 2017-05-12T07:49:49Z 2017 Final Year Project (FYP) http://hdl.handle.net/10356/71014 en Nanyang Technological University 58 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Ko, Bryden Wenyin
Study on beamformer performance with variation in array configuration, number of microphones and array aperture size for the detection of faraway speech signals in outdoor environments
description Beamforming has been used since World war II where phased arrays were created for the use of radar systems to detect enemies. Up till today, beamforming has not been obsolete. Instead, it has been upgraded and used for complex systems such as the medical equipment where an image of a baby can be shown through ultrasound. The use of microphones has played an important part in our daily lives with telephones, video calls, recordings, broadcasting and many more. Especially with the advancement of technology, more people are using the internet to communicate and socialize. Video conferences and live streaming or broadcasts have become very popular. However, in a noisy environment, listeners or audiences of the broadcasts will have a hard time trying to hear the speaker as the microphone will collect all the sound signals it received, even noise. The acoustic beamformer can help to reduce the noise by steering it to the direction of the source that is desired where it will focus on the sound signal. It will then act as a filter by suppressing the noise from any other direction. This thesis aims to implement the delay and sum beamformer and with the beamform produced, where the performance of the beam is analyzed depending on the parameters such as the aperture size, number of microphones and array configuration. The delay and sum beamformer is simulated through MATLAB.
author2 Andy Khong
author_facet Andy Khong
Ko, Bryden Wenyin
format Final Year Project
author Ko, Bryden Wenyin
author_sort Ko, Bryden Wenyin
title Study on beamformer performance with variation in array configuration, number of microphones and array aperture size for the detection of faraway speech signals in outdoor environments
title_short Study on beamformer performance with variation in array configuration, number of microphones and array aperture size for the detection of faraway speech signals in outdoor environments
title_full Study on beamformer performance with variation in array configuration, number of microphones and array aperture size for the detection of faraway speech signals in outdoor environments
title_fullStr Study on beamformer performance with variation in array configuration, number of microphones and array aperture size for the detection of faraway speech signals in outdoor environments
title_full_unstemmed Study on beamformer performance with variation in array configuration, number of microphones and array aperture size for the detection of faraway speech signals in outdoor environments
title_sort study on beamformer performance with variation in array configuration, number of microphones and array aperture size for the detection of faraway speech signals in outdoor environments
publishDate 2017
url http://hdl.handle.net/10356/71014
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