Elektrik - Elektronik Mühendisliği Yüksek Lisans Programı
Program Tanımı
Elektrik-Elektronik Mühendisliği
Program Koordinatörü: Y. Doç. Dr. Levent EREN
İletişim: leren@bahcesehir.edu.tr
PROGRAM ÖZELLİKLERİ
Elektrik-Elektronik Mühendisliği Yüksek Lisans Programı, tezli ve tezsiz olmak üzere ikiye ayrılır. Tezli program 21 kredilik ders yükü (7 ders), seminer ve tezden; tezsiz program ise 30 kredilik ders yükü (10 ders) ve projeden oluşur. Her iki programın da eğitim dili İngilizce’dir. Tezsiz program iki yarıyılda, tezli program ise iki yarıyıl ve bir yaz dönemini sonunda tamamlanabilir.
Program altında genel Elektrik-Elektronik Mühendisliğinin yanısıra Gömülü Video Sistemleri uzmanlık programı da yürütülmektedir. Bu programa ilişkin bilgiler ilgili sayfalarda verilmiştir.
PROGRAMIN AMAÇLARI VE HEDEF KİTLESİ
Program Çağdaş yaşamın teknolojik gereksinimlerinin karşılanmasında büyük katkılar sağlayan Elektrik-Elektronik Mühendisliği alanına
- Gelişmeleri izleyebilen, uluslararası düzeyde bilgi ve beceri ile donatılmış insan kaynağı sağlamayı,
- Alanında özgün ve ileri düzeyde araştırma yapabilen kişiler yaratmayı,
- Kendisini sürekli geliştirebilen, toplumun sorunlarına çözümler üretebilen, evrensel değerlere duyarlı ve etik değerlere saygılı, yaratıcı, girişimci ve öncülük özelliklerine sahip mezunlar yetiştirmeyi ve
- Ülkemizde geliştirilmeye çalışılan endüstri-üniversite işbirliğine katkıda bulunmayı
amaçlamaktadır.
Elektrik-Elektronik Mühendisliği Yüksek Lisans Programının hedef kitlesini, bilgi ve deneyimini artırarak, endüstride daha başarılı olmak isteyen, üst düzeyde akademik çalışma yapmaya hazırlanan, ilgili alanlarda disiplinler arası çalışma yapmayı hedefleyen elektrik-elektronik mühendisleri veya ilgili dallardaki diğer mühendisler oluşturmaktadır.
Ders Planı
| Required Courses: | ||
| EEE 5887 | Seminar | Non-Cr |
| EEE 5888 | Master Thesis | Non-Cr |
| EEE 5999 | Project | Non-Cr |
Restricted Elective Courses: |
||
| CMPE 5125 | Multimedia Communications and Networking | (3-0)3 |
| EEE 5001 | Linear System Theory | (3-0)3 |
| EEE 5014 | Random Processes and Estimation Theory | (3-0)3 |
| EEE 5021 | Chaos Theory and Fractals | (3-0)3 |
| EEE 5025 | Adaptive Filters | (3-0)3 |
| EEE 5026 | Wavelets, Filter Banks, and Subband Coding | (3-0)3 |
| EEE 5031 | Advanced Digital Signal Processing | (3-0)3 |
| EEE 5104 | VLSI Test and Verification | (3-0)3 |
| EEE 5204 | Embedded Systems | (3-0)3 |
| EEE 5211 | HDL-Based Digital Design Project | (3-0)3 |
| EEE 5215 | ASIC / SOC Design | (3-0)3 |
| EEE 5220 | Digital Design Automation | (3-0)3 |
| EEE 5401 | Power System Analysis | (3-0)3 |
| EEE 5402 | Power System Stability and Dynamics | (3-0)3 |
| EEE 5412 | Power Generation | (3-0)3 |
| EEE 5430 | Advanced Computer Methods for Power Systems | (3-0)3 |
| EEE 5511 | Real-Time Signal Processing | (3-0)3 |
| EEE 5521 | Image Processing | (3-0)3 |
| EEE 5522 | Image and Video Compression | (3-0)3 |
| EEE 5531 | Video Processing | (3-0)3 |
| EEE 5532 | Mathematical Tools for Video Processing | (3-0)3 |
| EEE 5540 | Speech Processing | (3-0)3 |
| EEE 5550 | Computer Vision and Pattern Recognition | (3-0)3 |
| EEE 5600 | Introduction to Information and Coding Theory | (3-0)3 |
| EEE 5705 | Nanophotonics | (3-0)3 |
| EEE 5720 | Microwave Radiation and Scattering | (3-0)3 |
| EEE 5721 | Advanced Microwave Antennas | (3-0)3 |
| EEE 5931 | Special Topics I | (3-0)3 |
| EEE 5932 | Special Topics II | (3-0)3 |
| MATH 5040 | Applied Linear Algebra | (3-0)3 |
| MATH 5101 | Engineering Mathematics | (3-0)3 |
| MATH 5102 | Numerical Methods | (3-0)3 |
- "EEE" dışındaki farklı kodlu derslerin tanımlarını görmek için ilgili program sayfasına bakınız.
Ders Listesi
| 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 |
Ders Tanımları
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
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