Design and simulation of filter banks by using signal flow graphs

Multi-rate filter banks play an important role in the field of signal processing. Many filter bank designs have been proposed. However, these design methods of filter banks are often derived based on mathematical derivations and in general, a design method of a filter bank tends to be for one specif...

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Main Author: Zhang, Xinhang
Other Authors: Bi Guoan
Format: Theses and Dissertations
Language:English
Published: 2019
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Online Access:http://hdl.handle.net/10356/78506
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-785062023-07-04T16:20:46Z Design and simulation of filter banks by using signal flow graphs Zhang, Xinhang Bi Guoan School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering Multi-rate filter banks play an important role in the field of signal processing. Many filter bank designs have been proposed. However, these design methods of filter banks are often derived based on mathematical derivations and in general, a design method of a filter bank tends to be for one specific application. This makes the design approach difficult to be extended for a more general filter bank structure. In addition, complex mathematical derivations make users without enough related background difficult to understand. In this report, a new design method of filter banks is studied, which uses signal graphic transformations to derive low complexity filter banks based on DFT structure. This approach is more general and avoids the complex mathematical formula derivations, so that it is much easier to be understood. By manipulating multi-rate signal flow graphs, the structures of maximum decimated filter bank and the non-maximum decimated filter bank are obtained. In this report, the prototype filter is designed according to the method mentioned above. Important derivation steps of non-maximally decimated filter bank are simulated to verify the correctness of this method. Master of Science (Signal Processing) 2019-06-20T12:37:42Z 2019-06-20T12:37:42Z 2019 Thesis http://hdl.handle.net/10356/78506 en 62 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
Zhang, Xinhang
Design and simulation of filter banks by using signal flow graphs
description Multi-rate filter banks play an important role in the field of signal processing. Many filter bank designs have been proposed. However, these design methods of filter banks are often derived based on mathematical derivations and in general, a design method of a filter bank tends to be for one specific application. This makes the design approach difficult to be extended for a more general filter bank structure. In addition, complex mathematical derivations make users without enough related background difficult to understand. In this report, a new design method of filter banks is studied, which uses signal graphic transformations to derive low complexity filter banks based on DFT structure. This approach is more general and avoids the complex mathematical formula derivations, so that it is much easier to be understood. By manipulating multi-rate signal flow graphs, the structures of maximum decimated filter bank and the non-maximum decimated filter bank are obtained. In this report, the prototype filter is designed according to the method mentioned above. Important derivation steps of non-maximally decimated filter bank are simulated to verify the correctness of this method.
author2 Bi Guoan
author_facet Bi Guoan
Zhang, Xinhang
format Theses and Dissertations
author Zhang, Xinhang
author_sort Zhang, Xinhang
title Design and simulation of filter banks by using signal flow graphs
title_short Design and simulation of filter banks by using signal flow graphs
title_full Design and simulation of filter banks by using signal flow graphs
title_fullStr Design and simulation of filter banks by using signal flow graphs
title_full_unstemmed Design and simulation of filter banks by using signal flow graphs
title_sort design and simulation of filter banks by using signal flow graphs
publishDate 2019
url http://hdl.handle.net/10356/78506
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