Course Code Course Title Credit
805503 Digital Video Procesing 3-0-0
Digital filtering of Video Signals; colour decoding, noise Reduction, detail Enhancement, data compression in video signals, motion predictions, transform coding, digital television receivers, digital television transmission, advanced and television systems.
805508 Advanced Image Processing Technics 3-0-0
Image formation and imaging techniques, pixel processing, edge detection, intensity transformations and spatial filtering, frequency domain filtering, image restoration and reconstruction, Wavelets and multiresolution processing, morphological image processing, image segmentation, texture segmentation, representation and description, object recognition. Matlab applications in image processing
805510 Image Processing Basics 3-0-0
Two dimensional discrete signals and systems, two dimensional convolution, two dimensional discrete Fourier transform, z transform, fast Fourier transform, finite impulse response filters, infinite impulse response filters, image processing transforms, discrete cosine transform, Hadamard transform, Haar transform, Karhunen-Loeve transform, slant transform, random processes, basic image processing approximations.
805512 Digital Filter Design 3-0-0
Discrete time systems, Input-Output relationships, Digital Filters, IIR Filter Design techniques with Transformation, FIR filter desing Techngques, Filter desing by modelling, Lattice filters.
805530 Computational Methods in Signal Recovery 3-0-0
Digital singal processing, vector representation of signals, discrete spectral analysis, matrix representation of signals, degraded signal and models, parameter estimation methods in 2-D signal restoration, Restoration methods for 2-D signals, invers filtering, RAT, BAT, POCS, SUD, AR, MA, AR-MA modelling adaptive.
805533 Signal Processing With Lapped Transform 3-0-0
Signal models, Block transforms, Applications of block transforms, Signal processing in subbands, Polyphase decomposition, Filter banks, Lapped Orthogonal tronsforms, Modulated lapped transforms, Applications of lapped tranforms.
805534 Speech Processing 3-0-0
Speech production mechanism, Linear Predictive Coding (LPC), Voiced/Unvoiced Classification, Pitch period estimation, LPC, LSF, PARCOR and cepstral coefficient calculation and their physical meaning, formant frequency analysis.
805535 Speech Compression and Coding 3-0-0
Speech Analysis and Synthesis, FFT, DCT, Scalar and vektor quantization, codebook design, Lloyd algortihm, speech coding strategies and standards, very low bit rate speech coding, harmonic model, multi-band excitation vocoder (MBE), mixed excitation linear predictive coding (MELP) schemes.
805536 Fundamantals of Estimation and Tracking 3-0-0
Brief review of probability theory and linear algebra, basic concepts in estimation, state estimation for linear systems, state estimation for nonlinear systems, maneouvring target tracking, adaptive estimation, comparison of several adaptive estimation methods for manoeuvring targets, multiple model approach.
805537 Estimation and Tracking: Advance Issues 3-0-0
Overview of the basic tracking algorithms, target tracking in clutter, maneouvring target tracking in clutter, manoeuvring multitarget tracking in clutter, multisensor target tracking, multisensor track-to-track fusion.
805538 Multisensor Data Fusion 3-0-0
Introduction to multisensor data fusion, taxonomy of functional structures in multisensor data fusion, review of algorithms, sensors, sources and communication links, data association, data fusion for state estimation, data fusion for identification, decision level data fusion.
805539 Multimedia Applications of Optical Wireless Communication 3-0-0
What Is Multimedia, Communication Using Optical Wireless, Basic System Components And Parameters, Optical Modulation Techniques, Multimedia Applications of Optical Wireless Using Laser, Optical Wireless Communication Between Mobile Terminals Application Scenarios
805540 Wireless Communications 3-0-0
Introduction to wireless communication systems, the cellular concept and system design fundamentals, mobile radio propagation fundamentals, large-scale path loss, small-scale fading and multipath fading, small-scale multipath propagation, modulation techniques for mobile radio, equalization, diversity, channel coding, multiple access techniques for wireless communications, wireless systems and standards.
805541 Artificial Neural Networks 3-0-0
Human brain and nervous system, models of a neuron, network architectures, artificial intelligence and neural networks, history of neural networks. Learning processes: Error-Correction learning, Memory-Based learning, Hebbian learning, Competitive learning, Boltzman learning, Supervised learning, Unsupervised learning. Single Layer Networks: Adaptive filtering problem, Linear Least-Squares filter, Least-Mean-Square algorithm, Perceptron. Multilayer Networks: Back-propagation algorithm, XOR problem and linearly inseparable patterns. Self Organizing Maps- SOM: Competitive learning, Learning Vector Quantization, Pattern classification and recognition.
805542 Electromagnetic Wave Theory 3-0-0
Problem solving approaches in the electromagnetic theory; wave equations; waves in lossless/lossy media; classification of media according to their responses to electromagnetic waves; equivalence principle and duality; Green’s functions; Lorentz transformation: Maxwell-Minkowski theory; metarnaterials.
805543 Numerical Methods in Electromagnetic Theory 3-0-0
Basic principles of the electromagnetic theory; classification of electromagnetic problems; analytic methods; numerical methods: finite difference method, finite difference time domain method, variational methods, finite element method, method of moments, fast multipole method, hybrid methods.
805544 Optical Fiber Communication Systems 3-0-0
The importance and historical survey of optical fiber communication systems. Introduction to optical fiber and geometrical description. Optical waveguide fibers and types. The propagation characteristics of optical fibers; Maxwell equations, attenuation, dispersion and scattering. Nonlinear effects in optical fibers. Optical sources and optical receivers. Design of optical fiber communication. Optical amplifiers and their applications; Doped fiber amplifiers, Raman amplifiers. Multiple channels optical fiber systems; WDM, DWDM, OTDM. Coherent optical fiber communication systems. Optical fiber soliton communication systems.
805545 Photonics 3-0-0
Ray optics, Wave optics, Beam optics, Fourier optics, Holography, Guided-wave optics, Photon concept and statistical optics, Photonic crystal optics, Laser and laser amplifiers, Semiconductor photonics sources, Semiconductor photonic detectors.
805546 Linear System Theory 3-0-0
Linear spaces: fields, linear independence, basis functions, direct sum decomposition, normed linear spaces, convergence concepts, Banach spaces. Linear transformations: null and range spaces, matrix representation, block diagonal form. Linear transformations defined by a square matrix characteristic and minimal polynomials, Jordan canonical form, functions of a square matrix. Hilbert spaces: inner product, concept of orthogonality, Hermitian matrices, projection theorem, systems of linear algebraic equations, general Fourier series.
805547 Probability and Random Processes 3-0-0
Probability concept, randomness, total probability theorem, Bayes’ rule, random variables, density and distribution functions, expected value and moments, relation between random variables, statistics, sample mean and variance, experimental distributions, statistical inference, parameter estimation, hypothesis tests, random processes, classification and characterization of random variables, correlation functions, properties of auto-correlation and cross-correlation functions, sample mean and sample correlation functions, relation between two random processes, concept of power spectral density and its properties, white noise, spectrum estimation, cross-power spectrum, power spectrum in Laplace domain. Some special processes: Markov process, Bernoulli process, Poisson process.
805549 Power Quality in Electrical Systems 3-0-0
Definitions and standards of power quality, kinds of power quality problems, sources of sags and transient over voltages, distribution system analysis and protection, protection devices, harmonic distortion, principles for controlling harmonics, devices for filtering harmonics, time and frequency domain methods of analysis, Fourier, Walsh, and Hartley transforms, monitoring power quality, and power quality improvement.
805550 Estimation Theory 3-0-0
Bayesian estimation theory. Maximum likelihood, linear minimum variance and least-square estimations. Properties of estimators; error analysis. State estimation for linear systems, Kalman-Bucy and Wiener filters. Smoothing and prediction. Nonlinear estimation. Filter implementation. Applications to communication, control, and system identification.
805551 Signal Analysis and Processing 3-0-0
Random Processes; random variables, random vectors, random processes, second moment analysis, stationarity, ergodicity, power spectrum, white noise. Some special types of random processes; AR, MA, ARMA, harmonic processes. Linear Transformations; transformations of random processes by linear systems, spectral factorization. Signal Modeling; least squares method, the Yule Walker equations, the autocorrelation and autocovariance methods. Optimal Filtering: linear MSE estimation, linear predictive filters, Wiener filters.
805553 Introduction to Smart Grids 3-0-0
Introduction to Smart Grid, Basics of Power Systems, Power System Analysis & Simulation, Integration of Renewable Energy, Energy Storage , Loads & Demand Side Management, Smart home networks, Automated demand response, Smart Grid Communication, Measurement & Control , Cyber security, data privacy , Distributed sensing & control, Wide area measurements, System Reliability & Ancillary Services, Micro grids
805555 Renewable energy Resources and power plants 3-0-0