yazarı ozelders

açık Ekim 9, 2013

Electric and Electronic Engineering

Course Descriptions

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EEE5001

Linear System Theory

Dynamical system concepts. State-space representations. Linear and time-invariant systems: solution, impulse response, transfer functions. Controllability, observability, realizations. Discrete and sampled-data systems. State feedback. Observer design. Dynamical output feedback. Introduction to LQG optimal control.

EEE5014

Random Processes and Estimation Theory

Probability and random variables, averages, moments and characteristic functions, random sequences and convergence, important random processes, stationarity and ergodicity, linear systems with random inputs, power and higher order spectra, factorization and whitening, entropy and channel capacity. Hypothesis testing and decision, signal detection and estimation in noise, matched filter, parameter estimation, waveform estimation, linear estimation and optimum filtering, Kalman and Wiener filters.

EEE5021

Chaos Theory and Fractals

Determinism and non-linearity, sensitivity to initial conditions, chaos in the real world, complexity, Sierpinsky?s triangle, Koch snow flake, Mandelbrot set.

EEE5025

Adaptive Filters

Basic theory of adaptive filter design and implementation. Stationary processes, linear optimum (Wiener) filtering, linear prediction, linear adaptive filtering, steepest descent, LMS algorithm, nonlinear adaptive filters, and neural networks. Analysis of performance and applications.

EEE5026

Wavelets, Filter Banks, and Subband Coding

Coding, advanced digital signal processing algorithms and applications. Topics: multi-rate systems, filter banks, sub-band coding, and wavelet transforms. Applications include speech, audio, image, and video compression, and digital communications.

EEE5104

VLSI Test and Verification

Although digital ICs are designed with a software-like methodology in many ways today, their test is quite different and involves two distinct parts; test (also called manufacturing test) and verification (test of the design). The course introduces theory as well as the state of the art in digital VLSI Test and verification.

EEE5204

Embedded Systems

Examples and applications of ES, common CPU architectures used in ES, peripherals, tools for ES software development, debugging, embedded software architectures, real-time scheduling, performance analysis and optimization, reliability and power issues.

EEE5211

HDL-Based Digital Design Project

This course aims to take on students that are able to write basic RTL in Verilog and/or VHDL and implement designs on FPGA boards. This is a project based course that will assign advanced and unique design projects to students and will allow them to give full demos of their designs at the end of the semesters. Lectures will be problem solving sessions for students and will also equip them with advanced digital design concepts, methods, and tricks.

EEE5215

ASIC / SOC Design

The purpose of this course is to get students ready for a career in a digital ASIC (Application Specific Integrated Circuit) and SOC (System on Chip) design team and make them understand the whole design process from front-end to back-end and all the way to fabrication. The student will walk away with a bigger picture of the whole ASIC flow from this course and will learn the impact and interaction of each stage on another.

EEE5220

Digital Design Automation

Today digital ICs are at the border of a billion transistors per chip. Such large chips can only be designed with the help of design automation tools. At such complexity, even software tools struggle even when running on GHz processors with GB’s of RAM. Hence, we have to develop clean-cut algorithms which are also efficient in run-time and memory use. This course lets the student understand the CS problems behind digital IC design automation tasks, offers algorithms, a chance to implement them as well as a look the EDA (Electronic Design Automation) sector.

EEE5401

Power System Analysis

Component of power systems, transmission lines, transformers, system modeling, network calculations, power-flow solutions and control, economic dispatch, fault analysis, system protection, and stability.

EEE5402

Power System Stability and Dynamics

Dynamic and transient stability of power systems, bifurcation and stability analysis with classical models, synchronous machine modeling using Park equations, multi-machine models of power systems, automatic voltage regulators, governors and stabilizers, low-frequency oscillations, sub-synchronous oscillations, and voltage collapse.

EEE5412

Power Generation

Introduction, engineering economics, thermodynamics and power plant cycle analysis, fossil fuels, coal and limestone handling, combustion processes, steam generators, circulation water systems, cycle performance impacts, power plant atmospheric emissions control, electrical systems, plant control systems, gas turbine, fluidized bed combustion, nuclear power, hydroelectric power, power plant planning and design.

EEE5430

Advanced Computer Methods for Power Systems

Data storage of power systems, construction of bus admittance and bus impedance matrices, sparsity programming, triangular factorization, power-flow studies, programming for power-flow of a real power system, programming for economic generation dispatch.

EEE5511

Real-Time Signal Processing

Many electronic devices today ?including cellular phones, multimedia players, and so on ?utilize DSP (Digital Signal Processing) algorithms to do what they do. These algorithms need to run at a certain speed (no more no less), which is dictated by the particular application. Achieving this requires certain techniques and representation. This is what this course presents.

EEE5521

Image Processing

Image formation and reproduction, Image sampling and quantization, two-dimensional systems and transforms, Image enhancement, Image filtering and restoration, image reconstruction, image segmentation and analysis, random image models and power spectra, image coding, image compression standards.

EEE5522

Image and Video Compression

Information theory concepts, scalar and vector quantization, bit allocation and distortion, entropy coding, predictive coding, transform coding, sub-band and wavelet coding, model based coding, image and video compression standards, image and video communication.

EEE5531

Video Processing

Presents the fundamental concepts and applications of video processing. Video fundamentals include an analysis of video capture and display, video Fourier spectrum, human visual system, spatio-temporal sampling, video rate conversion, two-dimensional and three-dimensional motion and structure estimation, information theory and channel capacity concepts. Applications include motion-compensated frame interpolation, deinterlacing and superresolution from video, enhancement and restoration of video, video segmentation, image and video coding, and image and video compression standards.

EEE5532

Mathematical Tools for Video Processing

HMM for motion analysis, POCS for restoration, condensation and Kalman filtering for object tracking, dynamic programming for contour tracking, wavelets for compression, fuzzy logic for segmentation, splines and meshes for representation, EM and SVD for estimation SA and ICM for optimization, AAM and PCA for recognition, watermarking for digital rights management.

EEE5540

Speech Processing

Speech production and representation, digital signal processing, random processes, short-time Fourier analysis, Cepstral processing, linear predictive coding, speech recognition, hidden Markov models, acoustic and language modeling, speech and audio compression, text-to-speech synthesis.

EEE5550

Computer Vision and Pattern Recognition

Hypothesis testing and Bayesian decision, feature extraction, geometry descriptions and transforms, parameter estimation and supervised learning, unsupervised learning and clustering, non-parametric estimation, linear discriminant functions, expectation-maximization techniques, hidden Markov models.

EEE5600

Introduction to Information and Coding Theory

Entropy and its properties, joint and conditional entropy, source coding, Kraft inequality, optimum and maximum likelihood decoding, Huffman coding, Lempel-Ziv coding, channels and channel capacity, linear block codes, error detection and correction, syndrome decoders and parity check theorem, bit error rate, cyclic codes, convolutional codes, the Viterbi algorithm.

EEE5705

Nanophotonics

Recent developments in micro- and nano-photonic materials, devices and microscopy. Computational electromagnetics. Photonic crystals. Optical properties of metal nanostructures. Surface plasmons. Micro-resonators. Optical tweezers. Scanning near-field optical microscopy. Term-long research project.

EEE5720

Microwave Radiation and Scattering

Fundamentals of radiation and scattering. Solution methods of electromagnetic scattering problems. Quasi-static and quasi-optic approximations of electromagnetic theory. Eikanal and transport equations. Reflection diffraction from the curve scattering surfaces. Edge diffraction. Applications.

EEE5721

Advanced Microwave Antennas

Fundamentals of microwave antenna theory. Microstrip, horn, slot and paraboloidal reflector antennas. Dielectric lens antennas. Frequency selective surfaces. Adaptive antenna, switched light beam antenna, smart antenna.

EEE5887

Seminar

The purpose of this seminar is to equip the student enrolled in a program with a thesis with the necessary background for preparing a thesis. Although not compulsory, it is expected that the student prepares a pre-research document on her/his thesis subject and make a presentation at the end of the term.

EEE5888

Master Thesis

The Master Thesis is a study that students enrolled in a program with a thesis have to carry out under the leadership of an advisor on a subject related to the program followed. The thesis has to be prepared in line with academic ethic rules, presented to and approved by a thesis committee. The student has to register to this course for at least two terms.

EEE5999

Project

Course List

Ders Kodu	Ders Adı	Kredi	Pratik	Teorik
EEE5001	Linear System Theory	3	0	3
EEE5014	Random Processes and Estimation Theory	3	0	3
EEE5021	Chaos Theory and Fractals	3	0	3
EEE5025	Adaptive Filters	3	0	3
EEE5026	Wavelets, Filter Banks, and Subband Coding	3	0	3
EEE5104	VLSI Test and Verification	3	0	3
EEE5204	Embedded Systems	3	0	3
EEE5211	HDL-Based Digital Design Project	3	0	3
EEE5215	ASIC / SOC Design	3	0	3
EEE5220	Digital Design Automation	3	0	3
EEE5401	Power System Analysis	3	0	3
EEE5402	Power System Stability and Dynamics	3	0	3
EEE5412	Power Generation	3	0	3
EEE5430	Advanced Computer Methods for Power Systems	3	0	3
EEE5511	Real-Time Signal Processing	3	0	3
EEE5521	Image Processing	3	0	3
EEE5522	Image and Video Compression	3	0	3
EEE5531	Video Processing	3	0	3
EEE5532	Mathematical Tools for Video Processing	3	0	3
EEE5540	Speech Processing	3	0	3
EEE5550	Computer Vision and Pattern Recognition	3	0	3
EEE5600	Introduction to Information and Coding Theory	3	0	3
EEE5705	Nanophotonics	3	0	3
EEE5720	Microwave Radiation and Scattering	3	0	3
EEE5721	Advanced Microwave Antennas	3	0	3
EEE5887	Seminar	0	0	0
EEE5888	Master Thesis	0	0	0
EEE5999	Project	0	0	0

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