Magistracy
Speciality Code:
7M06201
Speciality Name:
Radio Engineering, Electronics and Telecommunications
Faculty:
of Physics and Technology
Qualification:
- Scientific and pedagogical direction - Master of Engineering Sciences
- Model of graduating student
- Mandatory disciplines
- Elective disciplines
- Professional
ON1 to create and develop digital electronic devices based on analysis of main concepts, provisions, theories, scientific methods, organize experimental and theoretical studies, reproduce and explain the obtained results in solving basic scientific and engineering problems in the field of radio engineering, electronics, telecommunications;
ON2 to create and design telecommunication networks for solving modern scientific and technical problems of radio engineering, electronics and telecommunications, to argue the advantages of choosing a certain method of solving the tasks set;
ON3 plan and test architectures and networks of intelligent smart systems, as well as evaluate the results of experimental and theoretical studies of the electrical and optical properties of nanostructured semiconductors, synchronization processes in electronic systems, neural networks on integrated circuits, broadband radio engineering generators, models of telecommunication systems routers, information-entropy methods for determining the signal-to-noise ratio, etc .;
ON4 to analyze and plan stationary and mobile robosystems, object recognition systems, unmanned aerial vehicles using methods and technology of artificial intelligence, self-learning intellectual system and neural network;
ON5 select and apply digital signal processing techniques, including modulation, detection, optical amplification and reconstruction of optical signals, protection and encoding of information; linear signal coding methods; methods for calculating the main parameters of fiber-optic transmission; take into account promising areas of development of optical transmission and switching systems;
ON6 to process signals with noise, to compare various information transmission systems via fiber-optic lines, component optical base by digital signal processing method;
ON7 design and develop digital radio electronic and nano electronic devices, as well as put them into practice, generalize and interpret the results obtained;
ON8 to model and program processes occurring in radio engineering and information systems, wired and wireless networks;
ON9 to conduct applied research in the field of radio engineering, electronics and telecommunications using modern digital methods of scientific instruments;
ON10 to summarize the results of the study of the processes taking place in electronic devices and devices, radio, telecommunications equipment;
ON11 to develop modern intelligent systems, compare and justify the choice of applying various methods of digital processing of telecommunications signals of different types;
ON12 to formulate problems, goals, tasks in the research and applied field; independently solve them, draw conclusions on the results of the work done and substantiate them, work with foreign scientific and technical literature, participate in international cooperation in the field of professional activity; be able to work in a team.
ON2 to create and design telecommunication networks for solving modern scientific and technical problems of radio engineering, electronics and telecommunications, to argue the advantages of choosing a certain method of solving the tasks set;
ON3 plan and test architectures and networks of intelligent smart systems, as well as evaluate the results of experimental and theoretical studies of the electrical and optical properties of nanostructured semiconductors, synchronization processes in electronic systems, neural networks on integrated circuits, broadband radio engineering generators, models of telecommunication systems routers, information-entropy methods for determining the signal-to-noise ratio, etc .;
ON4 to analyze and plan stationary and mobile robosystems, object recognition systems, unmanned aerial vehicles using methods and technology of artificial intelligence, self-learning intellectual system and neural network;
ON5 select and apply digital signal processing techniques, including modulation, detection, optical amplification and reconstruction of optical signals, protection and encoding of information; linear signal coding methods; methods for calculating the main parameters of fiber-optic transmission; take into account promising areas of development of optical transmission and switching systems;
ON6 to process signals with noise, to compare various information transmission systems via fiber-optic lines, component optical base by digital signal processing method;
ON7 design and develop digital radio electronic and nano electronic devices, as well as put them into practice, generalize and interpret the results obtained;
ON8 to model and program processes occurring in radio engineering and information systems, wired and wireless networks;
ON9 to conduct applied research in the field of radio engineering, electronics and telecommunications using modern digital methods of scientific instruments;
ON10 to summarize the results of the study of the processes taking place in electronic devices and devices, radio, telecommunications equipment;
ON11 to develop modern intelligent systems, compare and justify the choice of applying various methods of digital processing of telecommunications signals of different types;
ON12 to formulate problems, goals, tasks in the research and applied field; independently solve them, draw conclusions on the results of the work done and substantiate them, work with foreign scientific and technical literature, participate in international cooperation in the field of professional activity; be able to work in a team.
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Internet of things and network technologies
- Number of credits: 5
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The purpose of the discipline: to form the knowledge systems of network technologies and the Internet of Things among undergraduates, the acquisition of skills and abilities to use tools based on modern IoT technologies to automate various processes. The main purpose of this discipline: general provisions of the Internet of things, network technologies and the Internet of things, M2M machine-to-machine communications, standards and protocols for data transmission in IoT, sensors in IoT, data processing in IoT, the use of cloud technologies and service-oriented architectures in IoT, wireless sensor sensors, cellular standards for IoT.
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Methods and algorithms for signal processing
- Number of credits: 5
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: During the study of the discipline students will learn following aspects: Basic concepts of computer signal processing. Methods and algorithms for signal processing. Discretization and quantization of images. Digital filters. Registration and encoding of voice and images. Mathematical methods for processing voice and images. Image conversion. Image segmentation methods. Signal processing based on evolutionary algorithms and fuzzy logic. Signal analysis based on the joint use of neural networks. Methods and formats for storing useful signals. The principles of lossless and lossy image compression. Coding color images. Methods and image processing algorithms. Image scaling. Restoration of voice and images.
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Organization and Planning of Scientific Research
- Number of credits: 5
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The purpose of the subject is to form the ability to plan and conduct scientific research in the field of philology based on knowledge of the theoretical and methodological bases of organizing research activity. The training course forms the research culture of the future specialist. The subject is aimed at studying the methodology of scientific research, modern methods used in philology.
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Synchronization in electronic systems
- Number of credits: 5
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: During the study of the discipline students will learn following aspects: General information about coupled oscillators and self-oscillatory systems. Winnie Bridge Generator. Positive and negative feedback. Methods of phase measurement signals. Linear phase shifters and its characteristics. Nonlinear phase shifters and its characteristics. Generators of noise signals and measurement of its average quadratic value. Signal spectrum analyzers. Spectral characteristic of signals in electronic systems. Dynamic range electronic devices. The dynamics of two coupled self-oscillatory generators. The power of communication. Order parameter. Speakers connected oscillators. Synchronization and asynchronous modes. An ensemble of globally connected autogenerators. Ensemble non-linear globally connected autogenerators. Self-organized quasi-periodicity. Globally connected oscillators with external periodic effects. Globally connected oscillators with external noise exposure. Arnold's language.
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Foreign Language (professional)
- Number of credits: 6
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The purpose is to acquire and improve competencies by international standards of foreign language education and to communicate in an intercultural, professional, and scientific environment. A master's student must integrate new information, understand the organization of languages, interact in society, and defend his point of view.
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History and Philosophy of Science
- Number of credits: 3
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The course forms knowledge about the history and theory of science; on the laws of the development of science and the structure of scientific knowledge; about science as a profession and social institution; оn the methods of conducting scientific research; the role of science in the development of society.
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Technological Problems of Radio Engineering, Electronics and Telecommunications
- Number of credits: 6
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The main purpose of this discipline: the formation of sposbnosti analyze a holistic view of the features of the processes in radio and electronic systems, as well as the development of research methods in these same industries. Will be studied: technological advances, challenges and the impact of advanced technologies on the telecommunications sector; application of radio engineering and electronics; structural changes in industry; reliability, safety and integrity of information in radio engineering systems, as well as environmental problems.
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Organization and Planning of Scientific Research (in English)
- Number of credits: 6
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The purpose of the discipline is to train masters in conducting scientific research, carrying out scientific and methodological work, socializing young students and their participation in the corporate governance system of Organization of higher and postgraduate education (OHPE). Undergraduates learn to interact with OHPE stakeholders, participate in research projects.
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Pedagogy of Higher education
- Number of credits: 5
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The purpose is the formation of the ability of pedagogical activity through the knowledge of higher education didactics, theories of upbringing and education management, analysis, and self-assessment of teaching activities. The course covers the educational activity design of specialists, Bologna process implementation, acquiring a lecturer, and curatorial skills by TLA-strategies.
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Psychology of Management
- Number of credits: 3
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The course reveals the subject, the basic principles of management psychology, personality in managerial interactions, personal behavior management, psychology of managing group phenomena and processes, psychological characteristics of the leader's personality, individual management style, psychology of influence in management activities, conflict management.
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Physical processes of nanoelectronics and optoelectronics
- Number of credits: 6
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The main purpose of this discipline: formation of the ability to analyze ideas about the fundamental physical processes of nanoelectronics and optoelectronics, the relationship of structural, electrical and optical properties of nanocluster semiconductors. Will be studied: problems of nanoelectronics and optoelectronics, effects in nanostructures, quantum confinement, points and threads; heterostructures, fullerenes and nanotubes, porous materials; electrical and optical properties of nanostructured semiconductors; optical processes in nanoclusters; application of nanostructured materials in optoelectronics; nanodevices, photovoltaics.
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Digital Integrated Circuits
- Number of credits: 9
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The main purpose of this discipline: mastering the issues of theory and practice of integrated circuit technology using modern information technologies. Will be studied: separation of microcircuits according to the form of information; logic elements of integrated circuits; J K-, D-, RS– triggers; summing, reversing, dividing counters; shift, parallel, reverse, special-purpose registers; multiplier; microcircuits of buffer, logical elements of KMDP and emitter-coupled logic.
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Modern mobile technology
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: During the study of the discipline students will learn following aspects: The relevance and problems of the development of standards and technologies of mobile communications. General principles of construction and classification of the system of mobile communication networks. Characteristics of the main methods of building SMS. Generalized block diagram of SMS. The composition of the structural elements of SMS. Subscriber stations, base station subsystem, network subsystem. Subgroups SSMS. Analog and digital trunk connection standards. TETRA standard. General characteristics of cellular communication standards SMSG 2G. GSM standard. IS-95 standard. General characteristics of standards cellular cellular 3G. The main technical characteristics of the SSMS standard WCDMA and CDMA-2000. The main aspects of the systems of the fourth generation. LTE standard.
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Physical processes of nanoelectronics and optoelectronics
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: During the study of the discipline students will learn following aspects: Modern problems of nanoelectronics and optoelectronics. Classification of optoelectronic devices. Structure, principle of action and application of optoelectronic devices. The nanostructure of the dropping method. Quantum effects in Nanostructures. Quantum Limit. Tunneling of electrons. Quantum points and knits. Quantum pillars. Heterostructure. Fulleren and nanotubes. Porous materials. Modern methods for research of topology of microscopy of nanoclastic material. Existence of electrical properties of nanostructured semisimeters. Optical properties of nanostructured semisimeters. Optical absorption, propagation and reflection from nanoclusters. Exitonic and biexitone spectra. Structure, principle of action and application of optoelectronic devices. Application of nanostructured materials in optoelectronics. Photonics. Nanotechnology. Nanosstrument. Nanoelectronic transistors. Sunny elements in nanomaterials. Light-emitting diodes. Semi-conductor lasers. Photovoltaics. Effectiveness of solar cells in the methodology.
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Digital Information Transmiision Systems
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: During the study of the discipline students will learn following aspects: Analog, digital and discrete signals. ADC and DAC. Digital information transfer systems. Purpose and classification of digital information transmission systems. Codes used to encode text messages. Analog signal coding. Ways of transmitting signals from PCM. Distortions in the communication channel and their causes. Intersymbol interference. Reception of the M-ary signal against white noise. Correlation reception method. Bit probability of error. The role of the signal-to-noise ratio. Information entropy method for determining the signal-to-noise ratio and its advantages. Hamming, BCH, Reed-Solomon codes.
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Electronic nanosensors
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: During the study of the discipline students will learn following aspects: The current trend of miniaturization of elements of integrated circuits. Nanostructures. Sensors and nanosensors. Methods for obtaining nanomaterials for sensory elements. Types and purpose of nanoscale sensors. The use of nanosensors. The use of nanostructured and porous materials to create nanoscale sensors. Heterostructures. Characteristics of nanosensors. Sensitivity nanosensor. Recovery time Optimal nanosensor parameters. Electrical and optical properties of nanosynstors. Features of the electrical properties of nanostructured sensory materials. Work nanosensors in various conditions. Prospects for the development of nanosensors.
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Self-learning Intelligent Systems and Networks
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: During the study of the discipline students will learn following aspects: Artificial neural networks. Self-organizing neural networks. Kohonen's neural network. Self-organization cards. Network vector quantization of signals. Vector quantization networks. SOM algorithm. Quantization of the vector of learning. Hierarchical quantization of vectors. Simulation of Kohonen self-organizing neural network. Models based on information theory. Entropy. Analysis of independent components. Maximum likelihood estimate. Maximum entropy method. Recurrent neural networks. Neural networks with feedback. Simulation of neural networks with feedback. Investigation of the recurrent neural network. Mapping a neural network with feedback on a given teacher mind. Simulation of artificial neural networks with new activation functions. Simulation of a three-layer neural network. Simulation of a scale invariant model of neural oscillations. Simulation of a neural network with hidden layers. Electronic model of neural oscillations on a programmable integrated circuit. Scheme of a multilayered neural network according to the topic set by the teacher. Simulation of an artificial neural network with a hierarchical three-layer level.
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Methods of information security in telecommunication networks
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The main purpose of this discipline: the formation of the ability of a holistic view of modern cryptographic methods for protecting information in telecommunications networks. Will be studied: information, information security, information security threats, modern methods of information protection, basic information security, security services; cryptographic methods of SI in computer systems and networks; theoretical foundations of cryptography, cryptanalysis; key management, digital signature, digital signature algorithms.
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Methods and algorithms for signal processing
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The main purpose of this discipline: ormation of the ability to systematically analyze modern methods of processing and analyzing signals, the principles of constructing software systems and intelligent digital graphics processing systems. Will be studied: Basic concepts and methods and algorithms for signal processing. Discretization and quantization of images. Digital filters. Registration and encoding of voice and images. Mathematical methods for processing voice and images.
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Methods and technologies of artificial intelligence
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The main purpose of this discipline: to form the ability to describe and evaluate the basic methods and technologies of artificial intelligence and apply them in applied electronics. Will be studied: intelligent systems, neuroscience, artificial intelligence; neuron model; architecture, single-layer, multi-layer networks; learning: memory-based, Hebbian, competitive, Boltzmann, supervised, unsupervised; study of channels of human interaction with an intellectual system.
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Neural networks and deep learning
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The main purpose of this discipline: formation of the ability to organize modern neural networks, as well as neural network devices. Will be studied: artificial intelligence, artificial neural network models, deep network revolution, machine learning, weight initialization; convolutional, modern neural networks, convolutions and convolutional networks; implementing an adaptive linear neuron in Python, learning convolution for classification problems in Python, a state-of-the-art object detection system.
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Synchronization in electronic systems
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The main purpose of this discipline: practical application of autogenerators and the ability to analyze the dynamic patterns of coupled oscillators in electronics. Will be studied: Dynamic range electronic devices. The dynamics of two coupled self-oscillatory generators. The power of communication. Order parameter. Speakers connected oscillators. Synchronization and asynchronous modes. An ensemble of globally connected autogenerators. Ensemble non-linear globally connected autogenerators. Self-organized quasi-periodicity. Globally connected oscillators with external periodic effects. Globally connected oscillators with external noise exposure. Arnold's language.
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Modern wireless technology
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The main purpose of this discipline: formation of the ability of a holistic system view of the structure of modern wireless technologies and design of wireless networks. Will be studied: Wireless communication lines. Radio channels. Types of communication channels. Reception and transmission of a radio signal. Interference with the reception and transmission of the signal. Characteristics of the communication channel. Mobile communication systems. Cellular and satellite communications. New wireless communication systems.
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Modern fiber optic transmission systems
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The main purpose formation of the ability of a holistic system understanding of modern optical transport networks from the point of view of the International Telecommunication Union (ITU). Will be studied: Classification, optical cables and passive components of fiber-optic transmission systems. Optoelectronic components of fiber optic transmission systems. Sources of optical radiation. Optical modulators. Receivers of optical radiation. Network synchronization and management. The newest directions for the development of transport networks. Standards OTN-OTH, Ethernet, T-MPLS, automatic switched networks (ASON / ASTN), etc. Protection schemes for optical transport networks. Fundamental approaches to the design of fiber-optic telecommunications systems.
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New generation network technology
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The main purpose of this discipline: study of the principles of construction of communication networks of the next generation NGN, technologies and protocols used in them for packet transmission of various types of multimedia information. Will be studied: evolution of communication networks and network technologies; access networks, xDSL, FTTx, architecture of next generation communication networks NGN, SIP, IMS; SSSP H.323, SIP, MGCP, MEGACO/H.248 protocols.
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Analysis and Management of Scientific Projects
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The purpose of the discipline is to form the ability of managerial skills about the main problems for the implementation of a research project, to analyze management effectiveness and organizational issues on the choice of ways to achieve the goal. Discipline is aimed at studying: Theory of management of scientific projects. Organization and management of scientific research. Development of a work plan, setting goals and objectives. Copyright protection, patenting. Psychological inertia and ways to overcome it. morphological analysis, method of control questions.
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Pedagogical
- Type of control: Защита практики
- Description: Aim оf discipline: formation of the ability to carry out educational activities in universities, to design the educational process and conduct certain types of training sessions using innovative educational technologies.
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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.