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Ternopil Ivan Puluj National Technical University

Факультет комп'ютерно-інформаційних систем і програмної інженерії

Кафедра комп'ютерних систем та мереж

Digital signal processing


Major 123 - Комп’ютерна інженерія (бакалавр)
Field of knowledge 12 Інформаційні технології
Academic degree bachelor's
Course type elective
special education
Study start course 3
Semesters 5
Form of education full-time
Study hours structure
48– lectures
32– laboratory classes
Amount of hours for individual work 100
ECTS credits 6
Form of final examination credit
Academic degree Cand. Sc.
Academic title Assoc. Prof.
Full name Osukhivska Halyna
Course goals and learning objectives
Purpose of this course is to introduce students to fundamental concepts of digital signal processing including sampling and reconstruction, the z-Transform, discrete-time Fourier transforms and their implementations, FIR and IIR digital filtering, multi-rate signal processing and digital media. 
Course description
Lectures 1. Introduction to Digital Signal Processing (DSP)
2. Discrete-time signals and systems
3. Fourier transform
4. Discrete Fourier Transform (DFT). Fast Fourier Transform (FFT).
5. Z-Transform
6. Introduction to a digital filter
7. Infinite impulse response (IIR) filters
8. Finite impulse response (FIR) filters
9. Wavelet Transform
10. Image Processing
11. Multimedia processing
Laboratory classes 1. Signal Generation and Analysis
2. Fourier transform of signal
3. Z-Transform
4. IIR Filter Design
5. FIR Filter Design
6. Wavelet Analysis
7. Image Processing
8. Interactive Signal Processing
Recommended reading list. Subject Resources
1. Alan V. Oppenheim, Ronald W. Schafer. Digital Signal Processing. - PrenticeHall of India Pvt. Limited, 2011. – 585 p.
2. Alan V. Oppenheim, Ronald W. Schafer. Discrete-Time Signal Processing. - Pearson Education, 2011. – 1120 p.
3. John G. Proakis, Dimitris G. Manolakis. Digital Signal Processing. Principles, Algorithms, and Applications. – Person Prentice Hall, 2007. – 948 p.
4. Introducing the z-transform [Electronic resource] – Access mode:
5. Z-Transforms (ZT) [Electronic resource] – Access mode:
6. Introduction to Image Processing [Electronic resource] – Access mode:
7. Geometric Transformations [Electronic resource] – Access mode: html 
Course author
Cand. Sc., Assoc. Prof. Osukhivska Halyna 
Дата останнього оновлення: 2020-11-13 23:32:41