Faculty of Electrical Engineering / ELECTRONICS / PHYSICAL AND TECHNICAL MEASUREMENTS
| Course: | PHYSICAL AND TECHNICAL MEASUREMENTS/ |
| Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
| 12041 | Obavezan | 1 | 5 | 3+1+0 |
| Programs | ELECTRONICS |
| Prerequisites | |
| Aims | |
| Learning outcomes | |
| Lecturer / Teaching assistant | |
| Methodology |
| Plan and program of work | |
| Preparing week | Preparation and registration of the semester |
| I week lectures | |
| I week exercises | |
| II week lectures | |
| II week exercises | |
| III week lectures | |
| III week exercises | |
| IV week lectures | |
| IV week exercises | |
| V week lectures | |
| V week exercises | |
| VI week lectures | |
| VI week exercises | |
| VII week lectures | |
| VII week exercises | |
| VIII week lectures | |
| VIII week exercises | |
| IX week lectures | |
| IX week exercises | |
| X week lectures | |
| X week exercises | |
| XI week lectures | |
| XI week exercises | |
| XII week lectures | |
| XII week exercises | |
| XIII week lectures | |
| XIII week exercises | |
| XIV week lectures | |
| XIV week exercises | |
| XV week lectures | |
| XV week exercises |
| Student workload | |
| Per week | Per semester |
| 5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
| Student obligations | |
| Consultations | |
| Literature | |
| Examination methods | |
| Special remarks | |
| Comment |
| Grade: | F | E | D | C | B | A |
| Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / ELECTRONICS / MICROCONTROLLERS
| Course: | MICROCONTROLLERS/ |
| Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
| 12043 | Obavezan | 1 | 5 | 3+1+0 |
| Programs | ELECTRONICS |
| Prerequisites | |
| Aims | |
| Learning outcomes | |
| Lecturer / Teaching assistant | |
| Methodology |
| Plan and program of work | |
| Preparing week | Preparation and registration of the semester |
| I week lectures | |
| I week exercises | |
| II week lectures | |
| II week exercises | |
| III week lectures | |
| III week exercises | |
| IV week lectures | |
| IV week exercises | |
| V week lectures | |
| V week exercises | |
| VI week lectures | |
| VI week exercises | |
| VII week lectures | |
| VII week exercises | |
| VIII week lectures | |
| VIII week exercises | |
| IX week lectures | |
| IX week exercises | |
| X week lectures | |
| X week exercises | |
| XI week lectures | |
| XI week exercises | |
| XII week lectures | |
| XII week exercises | |
| XIII week lectures | |
| XIII week exercises | |
| XIV week lectures | |
| XIV week exercises | |
| XV week lectures | |
| XV week exercises |
| Student workload | |
| Per week | Per semester |
| 5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
| Student obligations | |
| Consultations | |
| Literature | |
| Examination methods | |
| Special remarks | |
| Comment |
| Grade: | F | E | D | C | B | A |
| Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / ELECTRONICS / VLSI CIRCUIT DESIGN
| Course: | VLSI CIRCUIT DESIGN/ |
| Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
| 12044 | Obavezan | 1 | 5 | 3+1+0 |
| Programs | ELECTRONICS |
| Prerequisites | |
| Aims | |
| Learning outcomes | |
| Lecturer / Teaching assistant | |
| Methodology |
| Plan and program of work | |
| Preparing week | Preparation and registration of the semester |
| I week lectures | |
| I week exercises | |
| II week lectures | |
| II week exercises | |
| III week lectures | |
| III week exercises | |
| IV week lectures | |
| IV week exercises | |
| V week lectures | |
| V week exercises | |
| VI week lectures | |
| VI week exercises | |
| VII week lectures | |
| VII week exercises | |
| VIII week lectures | |
| VIII week exercises | |
| IX week lectures | |
| IX week exercises | |
| X week lectures | |
| X week exercises | |
| XI week lectures | |
| XI week exercises | |
| XII week lectures | |
| XII week exercises | |
| XIII week lectures | |
| XIII week exercises | |
| XIV week lectures | |
| XIV week exercises | |
| XV week lectures | |
| XV week exercises |
| Student workload | |
| Per week | Per semester |
| 5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
| Student obligations | |
| Consultations | |
| Literature | |
| Examination methods | |
| Special remarks | |
| Comment |
| Grade: | F | E | D | C | B | A |
| Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / ELECTRONICS / AUTOMATED DESIGNING OF ELECTRONIC CIRCUITS AND SYSTEMS
| Course: | AUTOMATED DESIGNING OF ELECTRONIC CIRCUITS AND SYSTEMS/ |
| Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
| 12045 | Obavezan | 1 | 5 | 3+1+0 |
| Programs | ELECTRONICS |
| Prerequisites | |
| Aims | |
| Learning outcomes | |
| Lecturer / Teaching assistant | |
| Methodology |
| Plan and program of work | |
| Preparing week | Preparation and registration of the semester |
| I week lectures | |
| I week exercises | |
| II week lectures | |
| II week exercises | |
| III week lectures | |
| III week exercises | |
| IV week lectures | |
| IV week exercises | |
| V week lectures | |
| V week exercises | |
| VI week lectures | |
| VI week exercises | |
| VII week lectures | |
| VII week exercises | |
| VIII week lectures | |
| VIII week exercises | |
| IX week lectures | |
| IX week exercises | |
| X week lectures | |
| X week exercises | |
| XI week lectures | |
| XI week exercises | |
| XII week lectures | |
| XII week exercises | |
| XIII week lectures | |
| XIII week exercises | |
| XIV week lectures | |
| XIV week exercises | |
| XV week lectures | |
| XV week exercises |
| Student workload | |
| Per week | Per semester |
| 5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
| Student obligations | |
| Consultations | |
| Literature | |
| Examination methods | |
| Special remarks | |
| Comment |
| Grade: | F | E | D | C | B | A |
| Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / ELECTRONICS / POWER ELECTRONICS
| Course: | POWER ELECTRONICS/ |
| Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
| 12046 | Obavezan | 1 | 5 | 3+1+0 |
| Programs | ELECTRONICS |
| Prerequisites | |
| Aims | |
| Learning outcomes | |
| Lecturer / Teaching assistant | |
| Methodology |
| Plan and program of work | |
| Preparing week | Preparation and registration of the semester |
| I week lectures | |
| I week exercises | |
| II week lectures | |
| II week exercises | |
| III week lectures | |
| III week exercises | |
| IV week lectures | |
| IV week exercises | |
| V week lectures | |
| V week exercises | |
| VI week lectures | |
| VI week exercises | |
| VII week lectures | |
| VII week exercises | |
| VIII week lectures | |
| VIII week exercises | |
| IX week lectures | |
| IX week exercises | |
| X week lectures | |
| X week exercises | |
| XI week lectures | |
| XI week exercises | |
| XII week lectures | |
| XII week exercises | |
| XIII week lectures | |
| XIII week exercises | |
| XIV week lectures | |
| XIV week exercises | |
| XV week lectures | |
| XV week exercises |
| Student workload | |
| Per week | Per semester |
| 5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
| Student obligations | |
| Consultations | |
| Literature | |
| Examination methods | |
| Special remarks | |
| Comment |
| Grade: | F | E | D | C | B | A |
| Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / ELECTRONICS / IDENTIFICATION SYSTEMS
| Course: | IDENTIFICATION SYSTEMS/ |
| Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
| 12048 | Obavezan | 1 | 5 | 3+1+0 |
| Programs | ELECTRONICS |
| Prerequisites | |
| Aims | |
| Learning outcomes | |
| Lecturer / Teaching assistant | |
| Methodology |
| Plan and program of work | |
| Preparing week | Preparation and registration of the semester |
| I week lectures | |
| I week exercises | |
| II week lectures | |
| II week exercises | |
| III week lectures | |
| III week exercises | |
| IV week lectures | |
| IV week exercises | |
| V week lectures | |
| V week exercises | |
| VI week lectures | |
| VI week exercises | |
| VII week lectures | |
| VII week exercises | |
| VIII week lectures | |
| VIII week exercises | |
| IX week lectures | |
| IX week exercises | |
| X week lectures | |
| X week exercises | |
| XI week lectures | |
| XI week exercises | |
| XII week lectures | |
| XII week exercises | |
| XIII week lectures | |
| XIII week exercises | |
| XIV week lectures | |
| XIV week exercises | |
| XV week lectures | |
| XV week exercises |
| Student workload | |
| Per week | Per semester |
| 5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
| Student obligations | |
| Consultations | |
| Literature | |
| Examination methods | |
| Special remarks | |
| Comment |
| Grade: | F | E | D | C | B | A |
| Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / ELECTRONICS / DESIGNING DIGITAL SYSTEMS
| Course: | DESIGNING DIGITAL SYSTEMS/ |
| Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
| 12047 | Obavezan | 2 | 5 | 3+1+0 |
| Programs | ELECTRONICS |
| Prerequisites | No prerequisites required. |
| Aims | In this course, students learn the basic principles of digital design at the lowest level. The aim is to train the students to design and develop digital systems of small and medium sizes and make the necessary analysis and implementation on FPGA chips. |
| Learning outcomes | After passing the exam, it is expected that the student will be able to: 1. differentiate technologies for implementation of digital circuits; 2. argues reasons for the use of Hardware Description Languages (HDL); 3. describe digital systems modeling domains; 4. describe an architecture of FPGA circuits; 5. describe process of digital system design; 6. differentiate design methodologies „from top to bottom“ and „from bottom to top“; 7. design digital system using Verilog HDL; 8. generate stimulus block for functionality testing of designed digital system; 9. check the behavior of the designed digital system using ISE Design Suite simulator; 10. implement digital system at Xilinx FPGA chip using ISE Design Suite development environment. |
| Lecturer / Teaching assistant | Professor Milutin Radonjić, PhD |
| Methodology | Lectures and laboratory exercises, individual work on practical tasks, and consultations. |
| Plan and program of work | |
| Preparing week | Preparation and registration of the semester |
| I week lectures | Introduction to microsystems technology. Overview of implementation technologies. |
| I week exercises | |
| II week lectures | SSI, MSI, LSI, VLSI. Design of the general system. The design of standard cells. Design of GA. Field Programmable logic. FPGA. Verilog HDL: data types, modules, and ports. 1st homework. |
| II week exercises | |
| III week lectures | Design flow. Verification. The logical correctness. Static timing analysis. Verification within a functional system. |
| III week exercises | |
| IV week lectures | Xilinx Spartan-3E circuits family. Xilinx Spartan-3E Starter Kit. Xilinx ISE development system. 2nd homework. |
| IV week exercises | |
| V week lectures | Verilog HDL: operators, continuous assignments. |
| V week exercises | |
| VI week lectures | Verilog HDL: procedural assignments. 3rd homework. |
| VI week exercises | |
| VII week lectures | Midterm exam. |
| VII week exercises | |
| VIII week lectures | Verilog HDL: signal and timing constraints. |
| VIII week exercises | |
| IX week lectures | Verilog HDL: delay control, system functions. 4th homework. |
| IX week exercises | |
| X week lectures | Finite State Machines implementation. |
| X week exercises | |
| XI week lectures | Considerations on synthesis. Considerations on FPGA. 5th homework. |
| XI week exercises | |
| XII week lectures | Design and fabrication of VLSI devices. |
| XII week exercises | |
| XIII week lectures | Presentation of seminary work. |
| XIII week exercises | |
| XIV week lectures | The process of fabrication and its impact on physical design. |
| XIV week exercises | |
| XV week lectures | Final exam. |
| XV week exercises |
| Student workload | 3 hours for teaching 1 hour for laboratory exercises 4 hours for individual work, including consultations. |
| Per week | Per semester |
| 5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
| Student obligations | Lesson attendance is mandatory for students, as well as doing home and laboratory exercises and exams. |
| Consultations | After classes. |
| Literature | - Spartan-3E Starter Kit Board User Guide, Xilinx, 2006. - A Guide To Digital Design And Synthesis, by Samir Palnitkar, Prentice Hall, 2003. - Digital VLSI Design with Verilog, by John M. Williams, Springer, 2008. - Algorithms for VLSI Physical Design |
| Examination methods | - Home exercises carry 5x1 points. - The midterm exam carries 50 points. - The final exam carries 45 points. The student gets the passing grade by collecting 50 points at least. |
| Special remarks | Classes are organized in groups of up to 40 students, and laboratory exercises in groups of up to 10 students. If needed, the course can be also taught in English. |
| Comment |
| Grade: | F | E | D | C | B | A |
| Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / ELECTRONICS / INDUSTRIAL ELECTRONICS
| Course: | INDUSTRIAL ELECTRONICS/ |
| Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
| 12049 | Obavezan | 2 | 5 | 3+1+0 |
| Programs | ELECTRONICS |
| Prerequisites | |
| Aims | |
| Learning outcomes | |
| Lecturer / Teaching assistant | |
| Methodology |
| Plan and program of work | |
| Preparing week | Preparation and registration of the semester |
| I week lectures | |
| I week exercises | |
| II week lectures | |
| II week exercises | |
| III week lectures | |
| III week exercises | |
| IV week lectures | |
| IV week exercises | |
| V week lectures | |
| V week exercises | |
| VI week lectures | |
| VI week exercises | |
| VII week lectures | |
| VII week exercises | |
| VIII week lectures | |
| VIII week exercises | |
| IX week lectures | |
| IX week exercises | |
| X week lectures | |
| X week exercises | |
| XI week lectures | |
| XI week exercises | |
| XII week lectures | |
| XII week exercises | |
| XIII week lectures | |
| XIII week exercises | |
| XIV week lectures | |
| XIV week exercises | |
| XV week lectures | |
| XV week exercises |
| Student workload | |
| Per week | Per semester |
| 5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
| Student obligations | |
| Consultations | |
| Literature | |
| Examination methods | |
| Special remarks | |
| Comment |
| Grade: | F | E | D | C | B | A |
| Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / ELECTRONICS / ELECTRONIC MEASURING INSTRUMENTS
| Course: | ELECTRONIC MEASURING INSTRUMENTS/ |
| Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
| 12050 | Obavezan | 2 | 5 | 3+1+0 |
| Programs | ELECTRONICS |
| Prerequisites | |
| Aims | |
| Learning outcomes | |
| Lecturer / Teaching assistant | |
| Methodology |
| Plan and program of work | |
| Preparing week | Preparation and registration of the semester |
| I week lectures | |
| I week exercises | |
| II week lectures | |
| II week exercises | |
| III week lectures | |
| III week exercises | |
| IV week lectures | |
| IV week exercises | |
| V week lectures | |
| V week exercises | |
| VI week lectures | |
| VI week exercises | |
| VII week lectures | |
| VII week exercises | |
| VIII week lectures | |
| VIII week exercises | |
| IX week lectures | |
| IX week exercises | |
| X week lectures | |
| X week exercises | |
| XI week lectures | |
| XI week exercises | |
| XII week lectures | |
| XII week exercises | |
| XIII week lectures | |
| XIII week exercises | |
| XIV week lectures | |
| XIV week exercises | |
| XV week lectures | |
| XV week exercises |
| Student workload | |
| Per week | Per semester |
| 5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
| Student obligations | |
| Consultations | |
| Literature | |
| Examination methods | |
| Special remarks | |
| Comment |
| Grade: | F | E | D | C | B | A |
| Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / ELECTRONICS / DIGITAL PROCESSING OF BIOMEDICAL SIGNALS AND IMAGES
| Course: | DIGITAL PROCESSING OF BIOMEDICAL SIGNALS AND IMAGES / |
| Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
| 12051 | Obavezan | 2 | 5 | 3+1+0 |
| Programs | ELECTRONICS |
| Prerequisites | There are no formal requirements. |
| Aims | This course covers the basic principles of digital signal processing including computer processing of digital images, with special emphasis on problems in biomedical research and clinical medicine. The material covers principles and algorithms related to both deterministic and random signals. The theoretical and practical foundations of digital signal and image acquisition, filtering, coding, extraction of specific signal characteristics, signal modeling are studied within the scope of the course. A special part of this course is implemented in the form of laboratory exercises, during which students are introduced to the basics of processing biomedical signals in Matlab (cardio signals, audio and speech signals, image processing). |
| Learning outcomes | After the student passes this exam, he will be able to: - It demonstrates the basic advantages of digital recording and processing of 1D and 2D signals in biomedicine. - Explain the need to use transformation domains with special emphasis on Fourier, DCT, Wavelet and time-frequency domain. - Creates digital filters (low-pass, high-pass, band-pass filter). - It uses MATLAB and LabVIEW to analyze characteristics in cases of on-line and off-line processing of biomedical signals. - It highlights the advantages of the Short Time Fourier Transform (STFT) over the Fourier Transform (FT) for ECG, PPG, EEG and HR signals. - It applies the principles and techniques of digital image processing in biomedical applications. - Creates MATLAB programs for 2D filtering and feature extraction. - Explains the basics of the Comprehensive Sensing technique (CS) with examples in the field of biomedicine. - Describe the role of telemedicine. |
| Lecturer / Teaching assistant | Andjela Draganić, PhD, Assistant Professor |
| Methodology | Lectures, exercises, consultations and independent work, seminar papers. |
| Plan and program of work | |
| Preparing week | Preparation and registration of the semester |
| I week lectures | Introduction to biomedical data processing. Fundamentals of digital data acquisition; Mathematical transformations for signal processing - Fourier transformation; |
| I week exercises | Introduction to biomedical data processing. Fundamentals of digital data acquisition; Mathematical transformations for signal processing - Fourier transformation; |
| II week lectures | Time-frequency analysis and Short-time Fourier transformation. Hermitian and wavelet transforms and their applications to biomedical signals. |
| II week exercises | Time-frequency analysis and Short-time Fourier transformation. Hermitian and wavelet transforms and their applications to biomedical signals. |
| III week lectures | Digitization in health care systems. Application of digital technologies and innovations in the collection and storage of medical data as well as applications in diagnostics and therapy. |
| III week exercises | Digitization in health care systems. Application of digital technologies and innovations in the collection and storage of medical data as well as applications in diagnostics and therapy |
| IV week lectures | ICT devices for recording and software monitoring of vital parameters. Analysis and processing of collected data. |
| IV week exercises | ICT devices for recording and software monitoring of vital parameters. Analysis and processing of collected data. |
| V week lectures | Modern ICT devices for recording and software monitoring of vital parameters. Digital image processing in imaging systems in medicine. Medical imaging modalities. |
| V week exercises | Modern ICT devices for recording and software monitoring of vital parameters. Digital image processing in imaging systems in medicine. Medical imaging modalities. |
| VI week lectures | Modern ICT devices for recording. Digital image processing in imaging systems in medicine. Medical imaging modalities |
| VI week exercises | Modern ICT devices for recording. Digital image processing in imaging systems in medicine. Medical imaging modalities |
| VII week lectures | The concept of compressive sensing. |
| VII week exercises | The concept of compressive sensing. |
| VIII week lectures | Compressive sensing application to 1D and 2D biomedical data. |
| VIII week exercises | Compressive sensing application to 1D and 2D biomedical data. |
| IX week lectures | Dimensionality reduction techniques with application to biomedical signals. |
| IX week exercises | Dimensionality reduction techniques with application to biomedical signals. |
| X week lectures | Data protection techniques in biomedicine. |
| X week exercises | Data protection techniques in biomedicine. |
| XI week lectures | Decision making and probability in clinical practice. Classification of test results. |
| XI week exercises | Decision making and probability in clinical practice. Classification of test results. |
| XII week lectures | Test |
| XII week exercises | Test |
| XIII week lectures | Techniques for Blind source separation applied to biomedical signals (SVD); |
| XIII week exercises | Techniques for Blind source separation applied to biomedical signals (SVD); |
| XIV week lectures | Remote monitoring of patients condition. Applications for the collection and monitoring of parameters vital to the patients health. |
| XIV week exercises | Remote monitoring of patients condition. Applications for the collection and monitoring of parameters vital to the patients health. |
| XV week lectures | Telemedicine. Artificial intelligence and machine learning in the service of process optimization. |
| XV week exercises | Telemedicine. Artificial intelligence and machine learning in the service of process optimization. |
| Student workload | Weekly: 6 credits x 40/30 = 8 hours Structure: 3 hours of lectures 1 hour of calculus exercises 4 hours of independent work, including consultations During the semester: Classes and final exam: (8 hours) x 16 = 128 hours Necessary preparations before the beginning of the semester (administration, registration, verification) 2 x (8 hours) = 16 hours Total load for the course 6x30 = 180 hours Supplementary work for exam preparation in the make-up exam period, including taking the make-up exam from 0 to 36 hours (remaining time from the first two items to the total workload for the subject 180 hours) Load structure: 128 hours (Teaching)+16 hours (Preparation)+36 hours (Additional work) |
| Per week | Per semester |
| 5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
| Student obligations | Students are required to attend classes, do tests, seminar papers and final exam. |
| Consultations | After the lecture and as needed, in agreement with the professor. |
| Literature | - S. Stanković, I. Orović, E. Sejdić: "Multimedia signals and systems - Basic and Advanced Algorithms for Signal Processing", Springer, ISBN 978-3-319-23948-4, 391 pages, 2016. - E. Shortliffe, J. Cimino, »Biomedical Informatics Computer Applications in Health Care and Biomedicine«, Springer London, ISBN: 978-1-4471-6804-1, 965 pages, Published: 27 September 2016. - K. Najarian, R. Splinter, »Biomedical Signal and Image Processing«, 2nd edition, CRC Press, ISBN 10: 1439870330, 405 pages, 2012. - D. Solomon, G. Motta, D. Bryant, »Data Compression: The Complete Reference«, 3rd edition, Springer, ISBN 10: 0387406972, 920 pages, 2004. - JL Starck, F. Murtagh, J. Fadili, »Sparse image and signal processing (Wavelets, curvelets, morphological diversity)«, Cambridge University Press, 2010. - Y. Eldar, G. Kutyniok, »Compressed sensing: Theory and Applications«, Cambridge University Press, 2012. |
| Examination methods | - Each test 30 points, - Homework 20 points, - Final exam (project) 50 points. A passing grade is obtained if at least 50 points are accumulated cumulatively. |
| Special remarks | |
| Comment |
| Grade: | F | E | D | C | B | A |
| Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / ELECTRONICS / SENSORS
| Course: | SENSORS/ |
| Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
| 12052 | Obavezan | 2 | 5 | 3+1+0 |
| Programs | ELECTRONICS |
| Prerequisites | |
| Aims | |
| Learning outcomes | |
| Lecturer / Teaching assistant | |
| Methodology |
| Plan and program of work | |
| Preparing week | Preparation and registration of the semester |
| I week lectures | |
| I week exercises | |
| II week lectures | |
| II week exercises | |
| III week lectures | |
| III week exercises | |
| IV week lectures | |
| IV week exercises | |
| V week lectures | |
| V week exercises | |
| VI week lectures | |
| VI week exercises | |
| VII week lectures | |
| VII week exercises | |
| VIII week lectures | |
| VIII week exercises | |
| IX week lectures | |
| IX week exercises | |
| X week lectures | |
| X week exercises | |
| XI week lectures | |
| XI week exercises | |
| XII week lectures | |
| XII week exercises | |
| XIII week lectures | |
| XIII week exercises | |
| XIV week lectures | |
| XIV week exercises | |
| XV week lectures | |
| XV week exercises |
| Student workload | |
| Per week | Per semester |
| 5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
| Student obligations | |
| Consultations | |
| Literature | |
| Examination methods | |
| Special remarks | |
| Comment |
| Grade: | F | E | D | C | B | A |
| Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / ELECTRONICS / DESIGNING ANALOG INTEGRATED CIRCUITS
| Course: | DESIGNING ANALOG INTEGRATED CIRCUITS/ |
| Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
| 12056 | Obavezan | 2 | 5 | 3+1+0 |
| Programs | ELECTRONICS |
| Prerequisites | |
| Aims | |
| Learning outcomes | |
| Lecturer / Teaching assistant | |
| Methodology |
| Plan and program of work | |
| Preparing week | Preparation and registration of the semester |
| I week lectures | |
| I week exercises | |
| II week lectures | |
| II week exercises | |
| III week lectures | |
| III week exercises | |
| IV week lectures | |
| IV week exercises | |
| V week lectures | |
| V week exercises | |
| VI week lectures | |
| VI week exercises | |
| VII week lectures | |
| VII week exercises | |
| VIII week lectures | |
| VIII week exercises | |
| IX week lectures | |
| IX week exercises | |
| X week lectures | |
| X week exercises | |
| XI week lectures | |
| XI week exercises | |
| XII week lectures | |
| XII week exercises | |
| XIII week lectures | |
| XIII week exercises | |
| XIV week lectures | |
| XIV week exercises | |
| XV week lectures | |
| XV week exercises |
| Student workload | |
| Per week | Per semester |
| 5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
| Student obligations | |
| Consultations | |
| Literature | |
| Examination methods | |
| Special remarks | |
| Comment |
| Grade: | F | E | D | C | B | A |
| Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / ELECTRONICS / SENSORS, SOFTWARE AND CONTROL
| Course: | SENSORS, SOFTWARE AND CONTROL/ |
| Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
| 12053 | Obavezan | 3 | 6 | 3+1+0 |
| Programs | ELECTRONICS |
| Prerequisites | |
| Aims | |
| Learning outcomes | |
| Lecturer / Teaching assistant | |
| Methodology |
| Plan and program of work | |
| Preparing week | Preparation and registration of the semester |
| I week lectures | |
| I week exercises | |
| II week lectures | |
| II week exercises | |
| III week lectures | |
| III week exercises | |
| IV week lectures | |
| IV week exercises | |
| V week lectures | |
| V week exercises | |
| VI week lectures | |
| VI week exercises | |
| VII week lectures | |
| VII week exercises | |
| VIII week lectures | |
| VIII week exercises | |
| IX week lectures | |
| IX week exercises | |
| X week lectures | |
| X week exercises | |
| XI week lectures | |
| XI week exercises | |
| XII week lectures | |
| XII week exercises | |
| XIII week lectures | |
| XIII week exercises | |
| XIV week lectures | |
| XIV week exercises | |
| XV week lectures | |
| XV week exercises |
| Student workload | |
| Per week | Per semester |
| 6 credits x 40/30=8 hours and 0 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 4 hour(s) i 0 minuts of independent work, including consultations |
Classes and final exam:
8 hour(s) i 0 minuts x 16 =128 hour(s) i 0 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 8 hour(s) i 0 minuts x 2 =16 hour(s) i 0 minuts Total workload for the subject: 6 x 30=180 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 36 hour(s) i 0 minuts Workload structure: 128 hour(s) i 0 minuts (cources), 16 hour(s) i 0 minuts (preparation), 36 hour(s) i 0 minuts (additional work) |
| Student obligations | |
| Consultations | |
| Literature | |
| Examination methods | |
| Special remarks | |
| Comment |
| Grade: | F | E | D | C | B | A |
| Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / ELECTRONICS / BIOMEDICAL MEASUREMENTS AND INSTRUMENTATION
| Course: | BIOMEDICAL MEASUREMENTS AND INSTRUMENTATION/ |
| Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
| 12055 | Obavezan | 3 | 6 | 3+1+0 |
| Programs | ELECTRONICS |
| Prerequisites | |
| Aims | |
| Learning outcomes | |
| Lecturer / Teaching assistant | |
| Methodology |
| Plan and program of work | |
| Preparing week | Preparation and registration of the semester |
| I week lectures | |
| I week exercises | |
| II week lectures | |
| II week exercises | |
| III week lectures | |
| III week exercises | |
| IV week lectures | |
| IV week exercises | |
| V week lectures | |
| V week exercises | |
| VI week lectures | |
| VI week exercises | |
| VII week lectures | |
| VII week exercises | |
| VIII week lectures | |
| VIII week exercises | |
| IX week lectures | |
| IX week exercises | |
| X week lectures | |
| X week exercises | |
| XI week lectures | |
| XI week exercises | |
| XII week lectures | |
| XII week exercises | |
| XIII week lectures | |
| XIII week exercises | |
| XIV week lectures | |
| XIV week exercises | |
| XV week lectures | |
| XV week exercises |
| Student workload | |
| Per week | Per semester |
| 6 credits x 40/30=8 hours and 0 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 4 hour(s) i 0 minuts of independent work, including consultations |
Classes and final exam:
8 hour(s) i 0 minuts x 16 =128 hour(s) i 0 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 8 hour(s) i 0 minuts x 2 =16 hour(s) i 0 minuts Total workload for the subject: 6 x 30=180 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 36 hour(s) i 0 minuts Workload structure: 128 hour(s) i 0 minuts (cources), 16 hour(s) i 0 minuts (preparation), 36 hour(s) i 0 minuts (additional work) |
| Student obligations | |
| Consultations | |
| Literature | |
| Examination methods | |
| Special remarks | |
| Comment |
| Grade: | F | E | D | C | B | A |
| Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / ELECTRONICS / HARDWARE-SOFTWARE DESIGN OF ELECTRONIC CIRCUITS AND SYSTEMS
| Course: | HARDWARE-SOFTWARE DESIGN OF ELECTRONIC CIRCUITS AND SYSTEMS/ |
| Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
| 12057 | Obavezan | 3 | 6 | 3+1+0 |
| Programs | ELECTRONICS |
| Prerequisites | |
| Aims | |
| Learning outcomes | |
| Lecturer / Teaching assistant | |
| Methodology |
| Plan and program of work | |
| Preparing week | Preparation and registration of the semester |
| I week lectures | |
| I week exercises | |
| II week lectures | |
| II week exercises | |
| III week lectures | |
| III week exercises | |
| IV week lectures | |
| IV week exercises | |
| V week lectures | |
| V week exercises | |
| VI week lectures | |
| VI week exercises | |
| VII week lectures | |
| VII week exercises | |
| VIII week lectures | |
| VIII week exercises | |
| IX week lectures | |
| IX week exercises | |
| X week lectures | |
| X week exercises | |
| XI week lectures | |
| XI week exercises | |
| XII week lectures | |
| XII week exercises | |
| XIII week lectures | |
| XIII week exercises | |
| XIV week lectures | |
| XIV week exercises | |
| XV week lectures | |
| XV week exercises |
| Student workload | |
| Per week | Per semester |
| 6 credits x 40/30=8 hours and 0 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 4 hour(s) i 0 minuts of independent work, including consultations |
Classes and final exam:
8 hour(s) i 0 minuts x 16 =128 hour(s) i 0 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 8 hour(s) i 0 minuts x 2 =16 hour(s) i 0 minuts Total workload for the subject: 6 x 30=180 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 36 hour(s) i 0 minuts Workload structure: 128 hour(s) i 0 minuts (cources), 16 hour(s) i 0 minuts (preparation), 36 hour(s) i 0 minuts (additional work) |
| Student obligations | |
| Consultations | |
| Literature | |
| Examination methods | |
| Special remarks | |
| Comment |
| Grade: | F | E | D | C | B | A |
| Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / ELECTRONICS / INTEGRATED MICROSYSTEMS
| Course: | INTEGRATED MICROSYSTEMS/ |
| Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
| 12058 | Obavezan | 3 | 6 | 3+1+0 |
| Programs | ELECTRONICS |
| Prerequisites | |
| Aims | |
| Learning outcomes | |
| Lecturer / Teaching assistant | |
| Methodology |
| Plan and program of work | |
| Preparing week | Preparation and registration of the semester |
| I week lectures | |
| I week exercises | |
| II week lectures | |
| II week exercises | |
| III week lectures | |
| III week exercises | |
| IV week lectures | |
| IV week exercises | |
| V week lectures | |
| V week exercises | |
| VI week lectures | |
| VI week exercises | |
| VII week lectures | |
| VII week exercises | |
| VIII week lectures | |
| VIII week exercises | |
| IX week lectures | |
| IX week exercises | |
| X week lectures | |
| X week exercises | |
| XI week lectures | |
| XI week exercises | |
| XII week lectures | |
| XII week exercises | |
| XIII week lectures | |
| XIII week exercises | |
| XIV week lectures | |
| XIV week exercises | |
| XV week lectures | |
| XV week exercises |
| Student workload | |
| Per week | Per semester |
| 6 credits x 40/30=8 hours and 0 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 4 hour(s) i 0 minuts of independent work, including consultations |
Classes and final exam:
8 hour(s) i 0 minuts x 16 =128 hour(s) i 0 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 8 hour(s) i 0 minuts x 2 =16 hour(s) i 0 minuts Total workload for the subject: 6 x 30=180 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 36 hour(s) i 0 minuts Workload structure: 128 hour(s) i 0 minuts (cources), 16 hour(s) i 0 minuts (preparation), 36 hour(s) i 0 minuts (additional work) |
| Student obligations | |
| Consultations | |
| Literature | |
| Examination methods | |
| Special remarks | |
| Comment |
| Grade: | F | E | D | C | B | A |
| Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / ELECTRONICS / SELECTED CHAPTERS FROM DIGITAL SYSTEMS
| Course: | SELECTED CHAPTERS FROM DIGITAL SYSTEMS/ |
| Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
| 13285 | Obavezan | 3 | 6 | 3+1+0 |
| Programs | ELECTRONICS |
| Prerequisites | It is desirable for the student to pass the exam Basics of Electronics. |
| Aims | Students are introduced to methods for approximating commonly used functions in digital systems and their hardware implementations (matrix multiplication, matrix inversion, random number generation, square root calculation) on programmable chips. Additionally, students learn VHDL and ABEL programming languages for describing and analyzing the operation of digital circuits through this course. |
| Learning outcomes | Upon completion of the course on Selected topics in digital systems, a student who passes the subject will be able to: 1. Utilize VHDL and ABEL programming environments for hardware specification and verification. 2. Design hardware for sorting arrays in digital systems and verify functionality in the VHDL programming language. 3. Design hardware for generating sequences of random numbers. 4. Design hardware for matrix multiplication and transposition. 5. Design hardware for QR decomposition and matrix inversion. Functional implementation verification. 6. Design hardware for circuits performing logarithmic and power functions computation. |
| Lecturer / Teaching assistant | Prof. dr Srdjan Stanković - Teacher, Dr. Andjela Draganić - Teaching Assistant |
| Methodology | Lectures, exercises, seminars, consultations. |
| Plan and program of work | |
| Preparing week | Preparation and registration of the semester |
| I week lectures | Introduction to the programming languages VHDL and ABEL. |
| I week exercises | Introduction to the programming languages VHDL and ABEL. |
| II week lectures | Sorting methods in digital systems - Bitonic sorting, VHDL implementation. |
| II week exercises | Sorting methods in digital systems - Bitonic sorting, VHDL implementation. |
| III week lectures | Sorting methods in digital systems - Bitonic sorting, VHDL implementation. |
| III week exercises | Sorting methods in digital systems - Bitonic sorting, VHDL implementation. |
| IV week lectures | Hardware implementations of techniques for generating random number sequences. |
| IV week exercises | Hardware implementations of techniques for generating random number sequences. |
| V week lectures | First midterm exam. |
| V week exercises | First midterm exam. |
| VI week lectures | Techniques for approximating square root calculation; Hardware implementations of square root calculation techniques (restoring and non-restoring methods). |
| VI week exercises | Techniques for approximating square root calculation; Hardware implementations of square root calculation techniques (restoring and non-restoring methods). |
| VII week lectures | Techniques for approximating square root calculation; Hardware implementations of square root calculation techniques (Newton-Raphson method, Babylonian method). |
| VII week exercises | Techniques for approximating square root calculation; Hardware implementations of square root calculation techniques (Newton-Raphson method, Babylonian method). |
| VIII week lectures | Matrix multiplication; Hardware implementation of matrix multiplication and transposition. |
| VIII week exercises | Matrix multiplication; Hardware implementation of matrix multiplication and transposition. |
| IX week lectures | Techniques for calculating matrix inversion and their hardware implementations (QR matrix decomposition using Givens rotations). |
| IX week exercises | Techniques for calculating matrix inversion and their hardware implementations (QR matrix decomposition using Givens rotations). |
| X week lectures | Techniques for calculating matrix inversion and their hardware implementations (QR matrix decomposition using Gram-Schmidt orthogonalization). |
| X week exercises | Techniques for calculating matrix inversion and their hardware implementations (QR matrix decomposition using Gram-Schmidt orthogonalization). |
| XI week lectures | Methods for computing exponential and logarithmic functions and their hardware implementations. |
| XI week exercises | Methods for computing exponential and logarithmic functions and their hardware implementations. |
| XII week lectures | Second midterm exam. |
| XII week exercises | Second midterm exam. |
| XIII week lectures | Methods for computing exponential and logarithmic functions and their hardware implementations. |
| XIII week exercises | Methods for computing exponential and logarithmic functions and their hardware implementations. |
| XIV week lectures | Methods for computing power function and hardware implementations. |
| XIV week exercises | Methods for computing power function and hardware implementations. |
| XV week lectures | Final exam. |
| XV week exercises | Final exam. |
| Student workload | Weekly workload calculation for a 5-credit course: 5 credits x 40/30 = 6 hours and 40 minutes Structure: - 3 hours of lectures - 1 hour of computational exercises - 2 hours and 40 minutes of independent work, including consultations during the semester Teaching and final exam: (6 hours 40 minutes) x 16 = 106 hours 40 minutes Necessary preparations before the semester (administration, registration, verification): 2 x (6 hours and 40 minutes) = 13 hours and 20 minutes Total workload for the course: 5.0 x 30 = 150 hours Additional work for exam preparation in the retake exam period, including taking the retake exam: 0 to 30 hours (remaining time from the first two items to the total workload for the course) Workload breakdown: - 106 hours and 40 minutes (Teaching) - 13 hours and 20 minutes (Preparation) - 30 hours (Additional work) |
| Per week | Per semester |
| 6 credits x 40/30=8 hours and 0 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 4 hour(s) i 0 minuts of independent work, including consultations |
Classes and final exam:
8 hour(s) i 0 minuts x 16 =128 hour(s) i 0 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 8 hour(s) i 0 minuts x 2 =16 hour(s) i 0 minuts Total workload for the subject: 6 x 30=180 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 36 hour(s) i 0 minuts Workload structure: 128 hour(s) i 0 minuts (cources), 16 hour(s) i 0 minuts (preparation), 36 hour(s) i 0 minuts (additional work) |
| Student obligations | Students are required to attend lectures and exercises, complete and submit all homework assignments, and participate in both midterm exams. |
| Consultations | After the lectures, and as needed by arrangement. |
| Literature | Miloš Ercegovac, Tomas Lang: Digital Arithmetic, 1st Edition, Morgan Kaufmann, Print Book ISBN : 9781558607989, 2003 Israel Koren: Computer Arithmetic Algorithms, 2nd Edition, Published by A. K. Peters, Natick, MA, 2002 (ISBN 9781568811604) Mark Zwolinski: Digital System Design with VHDL, Prentice Hall, 2004 |
| Examination methods | Two midterm exams are worth 25 points each, and the final exam is worth 50 points. A cumulative total of 50 points is required to pass the exam. |
| Special remarks | |
| Comment |
| Grade: | F | E | D | C | B | A |
| Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
