Real-time implementation of digital filters
Digital filters are now more frequently utilized than analog filters due to the rising use of electronic devices and the rapid development of microprocessors. Digital filters provide more customization, cost savings, and a wide range of potential applications for the Internet of Things. Additiona...
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2022
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sg-ntu-dr.10356-1637092023-07-07T19:26:05Z Real-time implementation of digital filters S Theivanai Ng Boon Poh School of Electrical and Electronic Engineering EBPNG@ntu.edu.sg Engineering::Electrical and electronic engineering Digital filters are now more frequently utilized than analog filters due to the rising use of electronic devices and the rapid development of microprocessors. Digital filters provide more customization, cost savings, and a wide range of potential applications for the Internet of Things. Additionally, digital filters are programmable, temperature and time-stable, and can accurately handle both extreme frequency signals [3]. To observe and comprehend the effectiveness of digital filters in real-time audio signal processing, in this thesis, sample music played from YouTube is processed using a program that applies digital filters created using MATLAB's readily available filter designer tool. The audio is then analysed and played on powered speakers. The filters and digital signal processing techniques used in this project are Finite Impulse Response (FIR) equiripple Low-Pass, High-Pass, Band-Pass, and Band-Stop filters. The C application is run in real-time by the TMS320C5515 eZdsp USB Stick (DSP Stick), a moderately cost piece of accessible hardware designed for processing repeated, computationally heavy processes quickly. This project successfully illustrates the potential of amateur hardware to explore and show fundamental digital signal processing principles, despite challenges with surroundings and equipment. Bachelor of Engineering (Electrical and Electronic Engineering) 2022-12-14T13:13:38Z 2022-12-14T13:13:38Z 2022 Final Year Project (FYP) S Theivanai (2022). Real-time implementation of digital filters. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/163709 https://hdl.handle.net/10356/163709 en P3015-211 application/pdf Nanyang Technological University |
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Engineering::Electrical and electronic engineering S Theivanai Real-time implementation of digital filters |
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Digital filters are now more frequently utilized than analog filters due to the rising use
of electronic devices and the rapid development of microprocessors. Digital filters
provide more customization, cost savings, and a wide range of potential applications
for the Internet of Things. Additionally, digital filters are programmable, temperature
and time-stable, and can accurately handle both extreme frequency signals [3]. To
observe and comprehend the effectiveness of digital filters in real-time audio signal
processing, in this thesis, sample music played from YouTube is processed using a
program that applies digital filters created using MATLAB's readily available filter
designer tool. The audio is then analysed and played on powered speakers. The filters
and digital signal processing techniques used in this project are Finite Impulse
Response (FIR) equiripple Low-Pass, High-Pass, Band-Pass, and Band-Stop filters.
The C application is run in real-time by the TMS320C5515 eZdsp USB Stick (DSP
Stick), a moderately cost piece of accessible hardware designed for processing
repeated, computationally heavy processes quickly. This project successfully
illustrates the potential of amateur hardware to explore and show fundamental digital
signal processing principles, despite challenges with surroundings and equipment. |
author2 |
Ng Boon Poh |
author_facet |
Ng Boon Poh S Theivanai |
format |
Final Year Project |
author |
S Theivanai |
author_sort |
S Theivanai |
title |
Real-time implementation of digital filters |
title_short |
Real-time implementation of digital filters |
title_full |
Real-time implementation of digital filters |
title_fullStr |
Real-time implementation of digital filters |
title_full_unstemmed |
Real-time implementation of digital filters |
title_sort |
real-time implementation of digital filters |
publisher |
Nanyang Technological University |
publishDate |
2022 |
url |
https://hdl.handle.net/10356/163709 |
_version_ |
1772826956000133120 |