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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.29
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.43
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-60
performance and defense of laboratory works -40
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.59
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: 7.172.04.O.75
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.89
Credits: 9.00
Department: Electronics and Information Technology
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: 7.172.06.O.103
Credits: 9.00
Department: Electronics and Information Technology
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: 7.172.07.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