Building a portable embedded device based on the ARM processor

This report presents an active noise control (ANC) system based on feed forward least mean square (LMS) algorithm and feed forward Filtered-X least mean square (FXLMS) algorithm for finite impulse response (FIR) adaptive filtering, together with a secondary path estimation scheme. The system is expe...

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Main Author: Wu, Yufengning
Other Authors: Chong Yong Kim
Format: Final Year Project
Language:English
Published: 2016
Subjects:
Online Access:http://hdl.handle.net/10356/67375
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-673752023-07-07T15:57:34Z Building a portable embedded device based on the ARM processor Wu, Yufengning Chong Yong Kim Gan Woon Seng School of Electrical and Electronic Engineering DRNTU::Engineering This report presents an active noise control (ANC) system based on feed forward least mean square (LMS) algorithm and feed forward Filtered-X least mean square (FXLMS) algorithm for finite impulse response (FIR) adaptive filtering, together with a secondary path estimation scheme. The system is expected to be implemented with low cost compared with other existing digital signal processing (DSP) systems. As a result, Arduino Due microprocessor is selected to implement the ANC system in a duct. The hardware and software required for the low cost ANC system will be introduced in detail. A prototype ANC duct system has been configured to test the performance and effectiveness of the ANC system. The results are analyzed and recommendations are given for future research work to improve the performance of this low cost ANC system. Bachelor of Engineering 2016-05-16T05:59:16Z 2016-05-16T05:59:16Z 2016 Final Year Project (FYP) http://hdl.handle.net/10356/67375 en Nanyang Technological University 65 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
spellingShingle DRNTU::Engineering
Wu, Yufengning
Building a portable embedded device based on the ARM processor
description This report presents an active noise control (ANC) system based on feed forward least mean square (LMS) algorithm and feed forward Filtered-X least mean square (FXLMS) algorithm for finite impulse response (FIR) adaptive filtering, together with a secondary path estimation scheme. The system is expected to be implemented with low cost compared with other existing digital signal processing (DSP) systems. As a result, Arduino Due microprocessor is selected to implement the ANC system in a duct. The hardware and software required for the low cost ANC system will be introduced in detail. A prototype ANC duct system has been configured to test the performance and effectiveness of the ANC system. The results are analyzed and recommendations are given for future research work to improve the performance of this low cost ANC system.
author2 Chong Yong Kim
author_facet Chong Yong Kim
Wu, Yufengning
format Final Year Project
author Wu, Yufengning
author_sort Wu, Yufengning
title Building a portable embedded device based on the ARM processor
title_short Building a portable embedded device based on the ARM processor
title_full Building a portable embedded device based on the ARM processor
title_fullStr Building a portable embedded device based on the ARM processor
title_full_unstemmed Building a portable embedded device based on the ARM processor
title_sort building a portable embedded device based on the arm processor
publishDate 2016
url http://hdl.handle.net/10356/67375
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