Signal processing

Course title

Signal processing

Code

F18L3S047

Study programme

Computer engineering (4 years)

Organizer of the study programme (unit, institute, department)

Faculty of Computer Science and Engineering

Degree level (first, second, third cycle)

First cycle

Academic year / semester

6 / Summer

Number of ECTS credits

Teacher

—

Prerequisites for enrolling in the course

Инженерска математика или Калкулус 2

10.

Course objectives (competences)

Knowledge of the basic techniques for digital signal processing is important for every engineer who works on applications where any signal processing is involved. Within this course the students are introduced to the theoretical grounds of digital signal processing which include discretization, Fourier and Z-transform. The students will gain knowledge for basic tools like the digital IIR and FIR filters. Within this course are also included the basics of the control theory. Through numerous examples and exercises the students will learn to use tools for signal processing.

11.

Course content

Fourier transform and discrete time Fourier transform. Relationships between Fourier transforms and their properties. Fast Fourier transform. Linear time invariant systems. Z-transform and inverse Z-transform. Digital filters. Filter design. Sampling and interpolation. Stochastic signal processing and quantization. Two dimensional Fourier analysis. Control theory basics.

12.

Learning methods

Lectures using presentations, interactive lectures, exercises (using equipment and software packages), teamwork, case studies, guest lectures, independent preparation and defense of a project assignment and a seminar paper.

13.

Total available time

6 ECTS x 30 hours = 180 hours

14.

Distribution of the available time

30 + 45 + 15 + 15 + 75 = 180 hours

15.

Forms of teaching activities

15.1.	Lectures – theoretical teaching	30 hours
15.2.	Exercises (laboratory, auditory), seminars, team work	45 hours

16.

Other forms of activities

16.1.	Project assignments	15 hours
16.2.	Individual assignments	15 hours
16.3.	Home study	75 hours

17.

Grading

17.1.	Tests	10 points
17.2.	Seminar paper / project (presentation: written and oral)	15 points
17.3.	Activity and participation	10 points
17.4.	Final exam	70 points

18.

Grading criteria (points / grade)

up to 50 points	5 (five) (F)
from 51 to 60 points	6 (six) (E)
from 61 to 70 points	7 (seven) (D)
from 71 to 80 points	8 (eight) (C)
from 81 to 90 points	9 (nine) (B)
from 91 to 100 points	10 (ten) (A)

19.

Requirements for signature and taking the final exam

Activities 15.2 and 16.1 have been completed.

20.

Language of instruction

Macedonian and English

21.

Method of monitoring teaching quality

internal evaluation and survey mechanism

22.

Literature

22.1.	Required literature No. Author Title Publisher Year
22.2.	Additional literature No. Author Title Publisher Year