PhD courses
Speciality Code:
8D06202
Speciality Name:
Electronics and communication technologies
Faculty:
of Physics and Technology
- Model of graduating student
- Mandatory disciplines
- Elective disciplines
- Professional
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Academic writing
- Number of credits: 2
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The purpose of the discipline: the application of fundamental knowledge in writing scientific publications and projects on the proposed solutions to actual problems of a certain scientific direction. The following topics will be considered: aspects of creating and editing scientific texts; official, neutral and unofficial communication registers; modern information and bibliographic culture; methods of compiling and processing scientific documentation.
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Scientific Research Methods
- Number of credits: 3
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The purpose of the discipline: mastering the stages and methods of research in accordance with the tasks set for the scientific direction of the educational program. The following will be considered: modern models and methods necessary for in-depth analysis of scientific calculations and optimization of existing processes using advanced technologies; main methods of literary and comparative analysis for the preparation and forecasting of scientific plans and research results
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Nonlinear signal processing
- Number of credits: 5
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The course focuses on the development of principles, methods of new media for communication systems based on the use of digital communication. During the training, the following issues are considered: nonlinear signal processing methods; nonlinear systems; system models; numerical solution; system rescaling; Kramer rate; conditions for stochastic resonance; transient noise pulses; hidden Markov models; Wiener-Kolmogorov filters; multiple input and multiple output systems (MIMO); independent components analysis; adaptive filters: Kalman, RLS, LMS.
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Information theory and modern digital communication
- Number of credits: 5
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The goal of studying this discipline is to develop doctoral students’ knowledge of the fundamental principles of information theory and their application to digital communication systems, skills and abilities to conduct research on advanced technologies in the field of digital communications. The following topics are covered during the training process: quantitative assessment of information, mutual information, message redundancy, the relationship between entropy and information, information protection, etc.
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Machine Learning in Communcation Systems and Networks
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The purpose of this discipline is to provide doctoral students with the knowledge and skills necessary to solve practical problems in the field of communications using machine learning methods, as well as to conduct independent scientific research on the development of innovative approaches and new methods and to solve complex problems in the field of communication technologies. During the training, the study of advanced machine learning methods and their adaptation to solve specific tasks in communication systems and networks, the study of mechanisms for managing the quality of service in networks using machine learning methods, etc. will be considered.
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Mobile sensor networks
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The purpose of the discipline is to form in–depth knowledge about the principles of building, designing and functioning of modern wireless mobile sensor networks, as well as the study and application of methods and algorithms for control and coordination in mobile sensor networks, to optimize protocols and to protect information from leakage in sensor networks. During the study of the discipline, the following topics will be considered: technologies and standards of wireless sensor networks, routing protocols of mobile sensor networks, equipment of mobile sensor networks, vulnerabilities of wireless sensor networks, technologies for protecting sensor networks, etc.
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Ultra-wideband communication systems
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The study of this discipline provides knowledge and understanding of the modern element base used in communication technologies, and also allows you to analyze theoretical and experimental research methods in order to develop innovative means of communication. In the course of training, the current state of development of telecommunications and information technologies, as well as the theoretical foundations of modern technical design and other aspects are studied.
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Smart Antennas for Wireless Systems
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The purpose of this discipline is to design and optimize the characteristics and parameters of intelligent antennas for wireless systems, as well as to apply the principles of machine learning in the development of intelligent antenna systems. During the study of the discipline, the following topics will be considered: antenna in radio transmission and radio reception mode; changing antenna parameters; antenna directional patterns; antenna directional coefficient; standing wave coefficient; parameter S11, the use of artificial intelligence in antenna design, etc.
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Research
- Type of control: Защита практики
- Description: The purpose of the practice: gaining experience in the study of an actual scientific problem, expand the professional knowledge gained in the learning process, and developing practical skills for conducting independent scientific work. The practice is aimed at developing the skills of research, analysis and application of economic knowledge.
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Pedagogical
- Type of control: Защита практики
- Description: Formation of practical, educational-methodical skills of conducting lectures, seminars, creatively apply scientific, theoretical knowledge, practical skills in teaching activities, conduct training sessions in the disciplines of the specialty; own modern professional techniques, methods of training, use in practice the latest theoretical, methodological advances, make educational, methodological documentation.