High-performance digital filter in FPGA

Digital filtering algorithms are most commonly implemented using general purpose digital signal processing chips for audio applications, or special purpose digital filtering chips and application- specific integrated circuits (ASICs) for higher rates. Based on the study digital filter which is Infin...

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Main Author: Mohd. Yusof, Siti Suhaila
Format: Thesis
Language:English
Published: 2013
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Online Access:http://eprints.utm.my/id/eprint/39047/5/SitiSuhailaMohdYusofMFKE2013.pdf
http://eprints.utm.my/id/eprint/39047/
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spelling my.utm.390472017-07-17T05:07:27Z http://eprints.utm.my/id/eprint/39047/ High-performance digital filter in FPGA Mohd. Yusof, Siti Suhaila TK Electrical engineering. Electronics Nuclear engineering Digital filtering algorithms are most commonly implemented using general purpose digital signal processing chips for audio applications, or special purpose digital filtering chips and application- specific integrated circuits (ASICs) for higher rates. Based on the study digital filter which is Infinite Impulse Response (IIR) filter, the filter is generally used in the lower sample rates, that is less than 200 kHz (2009) [2]. These filters are used over a wide range of sample rates and are well supported in terms of tools, software, and IP cores. In this research, a high performance and area optimized infinite impulse response (IIR) filter realization in field programmable gate arrays (FPGAs) is proposed. The advantages of the FPGA approach to digital filter implementation include higher sampling rates than are available from traditional DSP chips, lower costs than an ASIC for moderate volume applications, and more flexibility than the alternate approaches. Since many current FPGA architectures are in-system programmable, the configuration of the device may be changed to implement different functionality if required. The main goal of this project is to mapping data flow graphs (DFGs) from the BiQuad architecture direct form II of Infinite Impulse Response filtering algorithms into application specific structure is considered. This filter realizes BiQuad Methods was structured with the high throughput, high clock frequency (Fmax), low Critical Path Delay (CPD), and low Latency (L). Optimization method is proposed which provides designing pipelined structures, concurrent, minimal resource utilization and minimized sensitivity to truncation errors. A digital filter which is compatible with simulation tool (software) Verilog HDL Quartus II and Matlab presented in preliminary results chapter 5. 2013-06 Thesis NonPeerReviewed application/pdf en http://eprints.utm.my/id/eprint/39047/5/SitiSuhailaMohdYusofMFKE2013.pdf Mohd. Yusof, Siti Suhaila (2013) High-performance digital filter in FPGA. Masters thesis, Universiti Teknologi Malaysia, Faculty of Electrical Engineering.
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Mohd. Yusof, Siti Suhaila
High-performance digital filter in FPGA
description Digital filtering algorithms are most commonly implemented using general purpose digital signal processing chips for audio applications, or special purpose digital filtering chips and application- specific integrated circuits (ASICs) for higher rates. Based on the study digital filter which is Infinite Impulse Response (IIR) filter, the filter is generally used in the lower sample rates, that is less than 200 kHz (2009) [2]. These filters are used over a wide range of sample rates and are well supported in terms of tools, software, and IP cores. In this research, a high performance and area optimized infinite impulse response (IIR) filter realization in field programmable gate arrays (FPGAs) is proposed. The advantages of the FPGA approach to digital filter implementation include higher sampling rates than are available from traditional DSP chips, lower costs than an ASIC for moderate volume applications, and more flexibility than the alternate approaches. Since many current FPGA architectures are in-system programmable, the configuration of the device may be changed to implement different functionality if required. The main goal of this project is to mapping data flow graphs (DFGs) from the BiQuad architecture direct form II of Infinite Impulse Response filtering algorithms into application specific structure is considered. This filter realizes BiQuad Methods was structured with the high throughput, high clock frequency (Fmax), low Critical Path Delay (CPD), and low Latency (L). Optimization method is proposed which provides designing pipelined structures, concurrent, minimal resource utilization and minimized sensitivity to truncation errors. A digital filter which is compatible with simulation tool (software) Verilog HDL Quartus II and Matlab presented in preliminary results chapter 5.
format Thesis
author Mohd. Yusof, Siti Suhaila
author_facet Mohd. Yusof, Siti Suhaila
author_sort Mohd. Yusof, Siti Suhaila
title High-performance digital filter in FPGA
title_short High-performance digital filter in FPGA
title_full High-performance digital filter in FPGA
title_fullStr High-performance digital filter in FPGA
title_full_unstemmed High-performance digital filter in FPGA
title_sort high-performance digital filter in fpga
publishDate 2013
url http://eprints.utm.my/id/eprint/39047/5/SitiSuhailaMohdYusofMFKE2013.pdf
http://eprints.utm.my/id/eprint/39047/
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score 13.211869