Implementation of Discrete Fourier Transform And Orthogonal Discrete Wavelet Transform In Python
This paper presents implementation of Discrete Fourier Transform and Orthogonal Discrete Wavelet Transform in Python computer programming language. The Fourier Transform is a fundamental signal processing tool whereas the Wavelet Transform is a powerful and advanced signal processing tool. Both hav...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Shaheed Zulfikar Ali Bhutto Institute of Science and Technology
2016-07-01
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| Series: | JISR on Computing |
| Subjects: | |
| Online Access: | https://jisrc.szabist.edu.pk/ojs/index.php/jisrc/article/view/103 |
| _version_ | 1797742099728171008 |
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| author | Tariq Javid Ali Pervez Akhtar Muhammad Faris Idris Mala Syed Saood Zia |
| author_facet | Tariq Javid Ali Pervez Akhtar Muhammad Faris Idris Mala Syed Saood Zia |
| author_sort | Tariq Javid Ali |
| collection | DOAJ |
| description |
This paper presents implementation of Discrete Fourier Transform and Orthogonal Discrete Wavelet Transform in Python computer programming language. The Fourier Transform is a fundamental signal processing tool whereas the Wavelet Transform is a powerful and advanced signal processing tool. Both have applications in numerous scientific and engineering disciplines. Our implementation aims to develop a deeper understanding of these transformations by presenting detailed coding steps to generate the frequency-domain and wavelet-domain outputs for selected example time-domain input signals. The results generated from developed program code are compared using built-in functions with similar matches have shown the successful implementation.
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| first_indexed | 2024-03-12T14:36:07Z |
| format | Article |
| id | doaj.art-58586b8307ba4e6b9ff116f4c9b6f227 |
| institution | Directory Open Access Journal |
| issn | 2412-0448 1998-4154 |
| language | English |
| last_indexed | 2024-03-12T14:36:07Z |
| publishDate | 2016-07-01 |
| publisher | Shaheed Zulfikar Ali Bhutto Institute of Science and Technology |
| record_format | Article |
| series | JISR on Computing |
| spelling | doaj.art-58586b8307ba4e6b9ff116f4c9b6f2272023-08-17T06:45:25ZengShaheed Zulfikar Ali Bhutto Institute of Science and TechnologyJISR on Computing2412-04481998-41542016-07-0114110.31645/jisrc/(2016).14.1.0001Implementation of Discrete Fourier Transform And Orthogonal Discrete Wavelet Transform In PythonTariq Javid Ali0Pervez Akhtar1Muhammad Faris2Idris Mala3Syed Saood Zia4Hamdard Institute of Engineering and Technology, Hamdard University, Karachi-74800, PakistanHamdard Institute of Engineering and Technology, Hamdard University, Karachi-74800, PakistanHamdard Institute of Engineering and Technology, Hamdard University, Karachi-74800, PakistanComputer Science Department, Usman Institute of Technology, Karachi-75300, PakistanComputer Engineering Department, SSUET, Karachi-75300, Pakistan This paper presents implementation of Discrete Fourier Transform and Orthogonal Discrete Wavelet Transform in Python computer programming language. The Fourier Transform is a fundamental signal processing tool whereas the Wavelet Transform is a powerful and advanced signal processing tool. Both have applications in numerous scientific and engineering disciplines. Our implementation aims to develop a deeper understanding of these transformations by presenting detailed coding steps to generate the frequency-domain and wavelet-domain outputs for selected example time-domain input signals. The results generated from developed program code are compared using built-in functions with similar matches have shown the successful implementation. https://jisrc.szabist.edu.pk/ojs/index.php/jisrc/article/view/103DFTDWTConvolution |
| spellingShingle | Tariq Javid Ali Pervez Akhtar Muhammad Faris Idris Mala Syed Saood Zia Implementation of Discrete Fourier Transform And Orthogonal Discrete Wavelet Transform In Python JISR on Computing DFT DWT Convolution |
| title | Implementation of Discrete Fourier Transform And Orthogonal Discrete Wavelet Transform In Python |
| title_full | Implementation of Discrete Fourier Transform And Orthogonal Discrete Wavelet Transform In Python |
| title_fullStr | Implementation of Discrete Fourier Transform And Orthogonal Discrete Wavelet Transform In Python |
| title_full_unstemmed | Implementation of Discrete Fourier Transform And Orthogonal Discrete Wavelet Transform In Python |
| title_short | Implementation of Discrete Fourier Transform And Orthogonal Discrete Wavelet Transform In Python |
| title_sort | implementation of discrete fourier transform and orthogonal discrete wavelet transform in python |
| topic | DFT DWT Convolution |
| url | https://jisrc.szabist.edu.pk/ojs/index.php/jisrc/article/view/103 |
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