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Special Course of Scientific Research in the Field of Specialty
Major: Telecommunications and Radio Engineering
Code of subject: 7.172.01.O.029
Credits: 9.00
Department: Telecommunication
Lecturer: Kaidan Mykola Volodymyrovych
Semester: 3 семестр
Mode of study: денна
Learning outcomes: • to be able to carry out research work in the specialty;
• be able to propose ideas and solve complex scientific problems using various mathematical models.
Required prior and related subjects: Previous academic disciplines
Design of telecommunication systems and networks
Scientific studies and seminars on their subject
Associated and subsequent academic disciplines
System programming of information communications
Workshop on preparation of scientific publications, materials of conferences and presentations of scientific reports
Educational and research practice
Summary of the subject: I. Purpose and goal of scientific research work
1. INTRODUCTION. THE ROLE OF SCIENTIFIC RESEARCH WORK IN THE MODERN WORLD. A brief overview of the facts of the history of scientific research. Basic concepts and terminologies in scientific research work in the specialty.
2. MAIN STAGES OF SCIENTIFIC RESEARCH WORK. Research planning. Search for information in scientific sources. Determining the state of completion of the obtained results according to the existing plans and the expediency of developing the obtained results and the need to take into account new trends in the development of communication.
II. Basic processes of research work
3. GENERATION OF IDEAS. Basic methods of generating ideas and their characteristics. Generating ideas taking into account the possible development of science and technology in the coming years. The emergence of new discoveries, technologies and possible changes in network requirements. Economic feasibility and feasibility of implementing the proposed ideas. Choosing a research topic.
4. THEORETICAL SCIENTIFIC RESEARCH WORK. Types of theoretical research activity. Scientific research on the specialty based on existing mathematical theories, methods and various models. Implementation of mathematical approaches in scientific research work in the specialty. Scientific research using algorithms and their evaluation.
5. SIMULATION MODELING. Modeling methods for research work in the specialty. Model calibration. Evaluation of adequacy of models.
6. EXPERIMENTAL RESEARCH. Types of experimental research by specialty. Experiment planning. Technical aspects of conducting experimental measurements.
7. PROCESSING OF RESULTS OBTAINED. Assessment of the quality of the obtained results, determination of their reliability. Analysis of the obtained results.
8. IMPLEMENTATION OF RESULTS. Stages of implementation of the obtained results in practice.
III. Basic mathematical models and methods used in the specialty
9. THEORY OF PROBABILITY. Basic theorems and relations used in research work in this specialty. Probability theory in the measurement process.
10. THEORY OF FORECASTING. Basic forecasting methods. Prediction and expectation of results. Fractals.
11. OPTIMIZATION PROBLEMS. Examples of optimization. Concept of objective function. Linear programming. Transport problem. Simplex method. Game theory. Non-linear programming. The method of Lagrange multipliers. Gradient method
Assessment methods and criteria: Protection of laboratory work in the form of a survey based on completed reports.
Examination control written component (individual tasks - theoretical questions and problem solving), oral component (survey based on the list of questions to be studied and submitted for semester control).
Current control: performance and defense of laboratory works -40 points Examination control: written component 50; oral component 10
Recommended books: 1. Golovii V.M., Kuzkin E.Yu. Basics of scientific research: methodology, organization, presentation of results. Study guide / V.M. Golovii, E.Yu. Kuzkin. - Kharkiv: Khif UDUFMT, 2009. - 294 p.
2. Head V.M. and others Basics of scientific research: methodology, organization, presentation of results. Study guide / V.M. Head and others. - K.: "Hi-Tech Press", 2010. - 344 p.
3. Sheiko V.M., Kushnarenko N.M. Organization and methodology of scientific research activity. Textbook / V.M. Sheiko, N.M. Kushnarenko. - 2nd edition. processing and additional - K.: Znannia-Press, 2002. - P. 295 p.
4. Mathematical modeling of telecommunication systems and networks[Text]: training. manual [for students higher education acc.] / E. M. Chernykhivskyi; Nat. Lviv University. polytechnic". — Lviv: National. Lviv University. polytechnic", 2011.— 270 p. :
5. Mathematical programming: education. manual / O. V. Beh, T. A. Horodnia, A. F. Shcherbak. – Lviv: Magnolia 2006, 2014. – 200 p.
Special Course of Scientific Research in the Field of Specialty
Major: Telecommunications and Radio Engineering
Code of subject: 7.172.02.O.043
Credits: 9.00
Department: Telecommunication
Lecturer: Kaidan Mykola Volodymyrovych
Semester: 3 семестр
Mode of study: денна
Learning outcomes: • to be able to carry out research work in the specialty;
• be able to propose ideas and solve complex scientific problems using various mathematical models.
Required prior and related subjects: Previous academic disciplines
Design of telecommunication systems and networks
Scientific studies and seminars on their subject
Associated and subsequent academic disciplines
System programming of information communications
Workshop on preparation of scientific publications, materials of conferences and presentations of scientific reports
Educational and research practice
Summary of the subject: I. Purpose and goal of scientific research work
1. INTRODUCTION. THE ROLE OF SCIENTIFIC RESEARCH WORK IN THE MODERN WORLD. A brief overview of the facts of the history of scientific research. Basic concepts and terminologies in scientific research work in the specialty.
2. MAIN STAGES OF SCIENTIFIC RESEARCH WORK. Research planning. Search for information in scientific sources. Determining the state of completion of the obtained results according to the existing plans and the expediency of developing the obtained results and the need to take into account new trends in the development of communication.
II. Basic processes of research work
3. GENERATION OF IDEAS. Basic methods of generating ideas and their characteristics. Generating ideas taking into account the possible development of science and technology in the coming years. The emergence of new discoveries, technologies and possible changes in network requirements. Economic feasibility and feasibility of implementing the proposed ideas. Choosing a research topic.
4. THEORETICAL SCIENTIFIC RESEARCH WORK. Types of theoretical research activity. Scientific research on the specialty based on existing mathematical theories, methods and various models. Implementation of mathematical approaches in scientific research work in the specialty. Scientific research using algorithms and their evaluation.
5. SIMULATION MODELING. Modeling methods for research work in the specialty. Model calibration. Evaluation of adequacy of models.
6. EXPERIMENTAL RESEARCH. Types of experimental research by specialty. Experiment planning. Technical aspects of conducting experimental measurements.
7. PROCESSING OF RESULTS OBTAINED. Assessment of the quality of the obtained results, determination of their reliability. Analysis of the obtained results.
8. IMPLEMENTATION OF RESULTS. Stages of implementation of the obtained results in practice.
III. Basic mathematical models and methods used in the specialty
9. THEORY OF PROBABILITY. Basic theorems and relations used in research work in this specialty. Probability theory in the measurement process.
10. THEORY OF FORECASTING. Basic forecasting methods. Prediction and expectation of results. Fractals.
11. OPTIMIZATION PROBLEMS. Examples of optimization. Concept of objective function. Linear programming. Transport problem. Simplex method. Game theory. Non-linear programming. The method of Lagrange multipliers. Gradient method
Assessment methods and criteria: Protection of laboratory work in the form of a survey based on completed reports.
Examination control written component (individual tasks - theoretical questions and problem solving), oral component (survey based on the list of questions to be studied and submitted for semester control).
Current control: performance and defense of laboratory works -40 points Examination control: written component 50; oral component 10
Recommended books: 1. Golovii V.M., Kuzkin E.Yu. Basics of scientific research: methodology, organization, presentation of results. Study guide / V.M. Golovii, E.Yu. Kuzkin. - Kharkiv: Khif UDUFMT, 2009. - 294 p.
2. Head V.M. and others Basics of scientific research: methodology, organization, presentation of results. Study guide / V.M. Head and others. - K.: "Hi-Tech Press", 2010. - 344 p.
3. Sheiko V.M., Kushnarenko N.M. Organization and methodology of scientific research activity. Textbook / V.M. Sheiko, N.M. Kushnarenko. - 2nd edition. processing and additional - K.: Znannia-Press, 2002. - P. 295 p.
4. Mathematical modeling of telecommunication systems and networks[Text]: training. manual [for students higher education acc.] / E. M. Chernykhivskyi; Nat. Lviv University. polytechnic". — Lviv: National. Lviv University. polytechnic", 2011.— 270 p. :
5. Mathematical programming: education. manual / O. V. Beh, T. A. Horodnia, A. F. Shcherbak. – Lviv: Magnolia 2006, 2014. – 200 p.
Special Course of Scientific Research in the Field of Specialty
Major: Telecommunications and Radio Engineering
Code of subject: 7.172.03.O.059
Credits: 9.00
Department: Radioelectronic Appliances and Systems
Lecturer: Rytsar Bohdan Yevhenovych
Semester: 3 семестр
Mode of study: денна
Learning outcomes: ЗН8. The ability to demonstrate knowledge of the basics of professionally oriented specialties in the field of radio electronic circuits and circuit engineering, electromagnetic field theory, radio electronic systems theory, telecommunication network theory, automatic control theory, methods of analysis of radio electronic and telecommunication systems and networks, design and production processes, hardware and software programming systems, administration of information networks, information protection, information technologies.
ЗН9. The ability to demonstrate in-depth knowledge in at least one of the areas of radioelectronic and telecommunication systems and networks: radioelectronic systems, telecommunication systems and networks, information networks and communication, technologies for designing and manufacturing telecommunications equipment, designing software and hardware systems, developing software for embedded systems, administration of information communication networks.
UM6. Application of understanding the main properties of the component base to ensure the quality and reliability of the functioning of telecommunications, radio engineering systems and devices.
KOM1. Competently use the terminology of the field of telecommunications and radio engineering.
AiB1. Ability to adapt to new situations and make decisions
Required prior and related subjects: Previous academic disciplines; Associated and subsequent academic disciplines
Physics; Statistical radio engineering
Theory of signals; Digital methods of implementation of radio engineering systems
Digital circuitry; Radio engineering systems
Summary of the subject: In the process of practical (lecture and laboratory) classes, the following questions will be considered:
• familiarization with modern theoretical bases of design (synthesis) of digital electronic devices based on optimization methods of logical synthesis of digital devices and systems, in particular, methods of minimization and functional decomposition based on given data of the designed digital device; getting acquainted with well-known software tools at the level of logical synthesis of digital devices and systems and performing a specific task based on them.
Assessment methods and criteria: Methods of monitoring the results of student learning, which are used:
a) in the process of current control - checking (using control questions) readiness to perform laboratory work;
b) in the process of semester control – checking the answers to the questions of the test task of the written component of the exam and conducting an additional oral survey (oral component).
Recommended books: 1. David Harris & Sarah Harris, “Digital Design and Computer Architecture”, 2nd Edition, Morgan Kaufman Publishers, 2013.
2. Medvedyk F.D. Schematics of digital devices. Odesa, Science and Technology, 2009, 324 p.
3. Babich M.P. Computer circuitry. K., MK-Press, 2004, 412 p.
4. Schematics of electronic systems: In 3 books. Book 2. Digital circuitry: Textbook / V.I. Boyko, A.M. Gurzhii, V.Ya. Zhuykov and others. – 2nd ed., supplement. and processing - K.: Vyshcha shk., 2004. - 423 p.: illustrations.
5. Rytsar B.E. Digital technology. K, NMK of the Ministry of Education of Ukraine, 1992, 365 p.
Special Course of Scientific Research in the Field of Specialty
Major: Telecommunications and Radio Engineering
Code of subject: 7.172.04.O.075
Credits: 9.00
Department: Radioelectronic Appliances and Systems
Semester: 3 семестр
Mode of study: денна
Special Course of Scientific Research in the Field of Specialty
Major: Telecommunications and Radio Engineering
Code of subject: 7.172.05.O.089
Credits: 9.00
Department: Electronics and Information Technology
Lecturer: Professor Dmytro Zayachuk
Semester: 3 семестр
Mode of study: денна
Learning outcomes: 1. Understanding the essence and logic of the scientific research process and its main directions.
2. Understanding the place of scientific research in modern society.
3. Knowledge of methods used at the empirical and theoretical levels of research.
4. Learning the skills of conducting scientific research in the chosen specialty.
5. The ability to search for scientific literature on the topic of the master's qualification thesis and analyze it.
6. The ability to summarize the studied literature, draw conclusions about the state of study of the researched issue.
7. Understanding the requirements related to the execution and writing of a master's qualification thesis.
8. The ability to correctly structure the master's qualification work, formulate its purpose, tasks, object of research, subject of research, novelty of the obtained results, draw conclusions.
Required prior and related subjects: Prerequisites: None
Corequisites: None
Summary of the subject: Issues related to the organization and methodology of research activity in the process of completing the master's qualification work are considered - choosing a research topic, studying the scientific literature on the chosen topic, defining the object and subject of the research, formulating its goal and tasks, determining the optimal methods and research methods, presentation of the results of scientific research in the form of a master's qualification thesis.
Assessment methods and criteria: The level of assimilation of educational material.
The level of understanding of the educational material.
Excellent (88 - 100 points) - the student completed all the current tasks independently and received a total of 88 - 100% of the maximum possible number of points for the current classes and final control.
Good (71 - 87 points) - the student completed 80% of the current tasks independently and received a total of 71 - 87% of the maximum possible number of points for the current classes and final control.
Satisfactory (50 - 70 points) points - the student completed at least half of the current tasks independently and received a total of 50 - 70% of the maximum possible number of points for the current classes and final control.;
Unsatisfactory (less than 50 points) - the student completed less than half of the current tasks and received less than 50% of the maximum possible number of points for the current classes and final control.
Recommended books: 1. Шейко В.М., Кушнаренко Н.М. Організація та методика науково-дослідницької діяльності: Підручник. Київ: Знання, 2006. 307 с.
2. Демківський A.B., Безус П.І. Основи методології наукових досліджень: навч. посіб. Київ: Академія муніципального управління, 2012. 276 с.
3. Крушельницька О.В. Методологія та організація наукових досліджень: Навч. посібник. Київ: Кондор, 2003. 192 с.
Special Course of Scientific Research in the Field of Specialty
Major: Telecommunications and Radio Engineering
Code of subject: 7.172.06.O.103
Credits: 9.00
Department: Electronics and Information Technology
Lecturer: Professor Dmytro Zayachuk
Semester: 3 семестр
Mode of study: денна
Learning outcomes: 1. Understanding the essence and logic of the scientific research process and its main directions.
2. Understanding the place of scientific research in modern society.
3. Knowledge of methods used at the empirical and theoretical levels of research.
4. Learning the skills of conducting scientific research in the chosen specialty.
5. The ability to search for scientific literature on the topic of the master's qualification thesis and analyze it.
6. The ability to summarize the studied literature, draw conclusions about the state of study of the researched issue.
7. Understanding the requirements related to the execution and writing of a master's qualification thesis.
8. The ability to correctly structure the master's qualification work, formulate its purpose, tasks, object of research, subject of research, novelty of the obtained results, draw conclusions.
Required prior and related subjects: Prerequisites: None
Requirements: None
Summary of the subject: Issues related to the organization and methodology of research activity in the process of completing the master's qualification work are considered - choosing a research topic, studying the scientific literature on the chosen topic, defining the object and subject of the research, formulating its goal and tasks, determining the optimal methods and research methods, presentation of the results of scientific research in the form of a master's qualification thesis.
Assessment methods and criteria: The level of assimilation of educational material.
The level of understanding of the educational material.
Excellent (88 - 100 points) - the student completed all the current tasks independently and received a total of 88 - 100% of the maximum possible number of points for the current classes and final control.
Good (71 - 87 points) - the student completed 80% of the current tasks independently and received a total of 71 - 87% of the maximum possible number of points for the current classes and final control.
Satisfactory (50 - 70 points) points - the student completed at least half of the current tasks independently and received a total of 50 - 70% of the maximum possible number of points for the current classes and final control.;
Unsatisfactory (less than 50 points) - the student completed less than half of the current tasks and received less than 50% of the maximum possible number of points for the current classes and final control.
Recommended books: 1. Шейко В.М., Кушнаренко Н.М. Організація та методика науково-дослідницької діяльності: Підручник. Київ: Знання, 2006. 307 с.
2. Демківський A.B., Безус П.І. Основи методології наукових досліджень: навч. посіб. Київ: Академія муніципального управління, 2012. 276 с.
3. Крушельницька О.В. Методологія та організація наукових досліджень: Навч. посібник. Київ: Кондор, 2003. 192 с.
Special Course of Scientific Research in the Field of Specialty
Major: Telecommunications and Radio Engineering
Code of subject: 7.172.07.O.117
Credits: 9.00
Department: Theoretical Radio Engineering and Radio Measurement
Semester: 3 семестр
Mode of study: денна
Special Course of Scientific Research in the Field of Specialty
Major: Telecommunications and Radio Engineering
Code of subject: 7.172.08.O.131
Credits: 9.00
Department: Theoretical Radio Engineering and Radio Measurement
Semester: 3 семестр
Mode of study: денна