ADVANCED UNDERGRADUATE PROGRAM

Ministry of Education and Training

The University of Danang

-------------------

ADVANCED

UNDERGRADUATE PROGRAM

ELECTRONIC AND COMMUNICATION ENGINEERING (ECE)

Specialized in Electronic Engineering and Communication Engineering

Based on curriculum of EE Department, University of Washington, Seattle, Washington

_________________________________________________________________

http://ece.dut.udn.vn/ 2/24

ADVANCED PROGRAM IN ELECTRONIC AND COMMUNICATION ENGINEERING

PROGRAM MISSION STATEMENT AND EDUCATIONAL OBJECTIVE The mission of the advanced undergraduate program of University of Danang is very good in undergraduate educating. We shall be among the best in the quality of our undergraduate program, preparing our graduates for successful careers in engineering, postgraduate education, and life-long learning.

Our program has been carefully designed to provide our students with very good classroom and laboratory instruction. Our educational mission shall be fulfilled by meeting the following set of objectives. Our graduates will:

1. Be instructed by outstanding faculty, whose expertise covers a wide range of specialties, and who actively participate in research and development;

2. Learn the fundamentals of electronic engineering through a broad set of required core courses that apply science and mathematics to engineering and require effective oral and written communications;

3. Apply engineering fundamentals to a selected specialty of ECE, culminating in a significant design experience;

4. Apply a variety of modern software tools and laboratory equipment to engineering design and analysis in an environment that emphasizes teamwork;

5. Explore the opportunity for significant extra-curricular undergraduate experience, through participation in research projects, industrial co-op, EE student organizations, and engineering service to the community in order to better understand the societal impact of engineering activities;

6. Exhibit the creativity and innovation needed for life-long learning in the rapidly changing field of ECE.

STANDARD TRAINING DURATION Standard training time is 4.5 years (in 15 quarters), in which, ECE students will learn only TOEFL iBT in the first year. At the end of 1st year, students have to attend an TOEFL iBT International Testing Examination in late June. Students who passing 470 PBT TOEFL or 52 iBT TOEFL or 5.0 IELTS is able to continue the next 3.5-year curriculum. Students who failed in the test is going to be considered for transferring to normal classes. There is around 50 students enrolled each year. When enrolment better meets English requirement, students may not need to attend the TOEFL iBT courses. TOTAL OF CREDITS 184 credits (not included 1st year of learning TOEFL iBT) ADMISSION Based on Part B, Item V, Document No 300/BGD&ĐT-ĐH-SĐH on 01st Dec 2006 issued by the Ministry of Education and training (MOET) on guidelines about the implementation of the Advanced Program, herewith are the University of Danang admission requirements for this Advanced Program:



• be already admitted in regular undergraduate program in UD or from other universities after passing the national entrance examination - field A;

• meet the English level of 450 for TOEFL or 4.5 for IELTS. Students not obtaining above scores will be admitted through required English test;

• enter the Advanced Program on a voluntary basis through filling out enrollment forms available on program web pages http://ece.dut.udn.vn/.

TRAINING PROCESS, GRADUATION CONDITIONS Students will learn an up-to-date undergraduate curriculum from the University of Washington taught by UW professors, Overseas professors and local instructors. The whole process is implemented to meet the ABET standards and with consultation by ABET experts from UW, Seattle University and Carnegie Mellon University. Training process is done using credit system, satisfactory progress includes taking at least 12 credits/quarter (unless a part-time petition is on file or the student has mitigating circumstances), maintaining a 2.0 GPA, and passing EE courses with a grade of 1.0 or above. Graduation requires that students complete total of 180 credits of the whole advanced program and meet TOEFL level of 550 scores or equivalent IELTS 6.0. CURRICULLUM CONTENTS

COMPONENTS OF CURRICULUM

Required TOEFL iBT 1st year learning TOEFL iBT taught by American and Vietnamese lecturers. Students must obtain required International English standards at the end of 1st and 4.5th year, respectively.

Required (167 credits)

Math & Natural Sciences, Statistics and Approved non-EE Electives (58 cr.)

Mathematics (24 cr.) Statistics (4 cr.) Natural Science (20 cr.) Non-EE Approved Electives (10 cr.)

EE Fundamental & EE Core (54 cr.) EE/Engineering Fundamentals (19 cr.) EE Core Courses (35 cr.)

EE Required Specialization (15 cr.) (15 cr.) EE Design Projects + Capstone Project (6 cr.)

(6 cr.)

General Education (34 cr.) Written and Oral Communication (12 cr.) Visual, Literary & Performing Arts/Individuals & Societies (10) Mac-Le Philosophy, HCM Thought & General Law (12 cr.)

Elective (17 credits)

Electives (17 cr.) (17 cr.)

Total 184 credits (Not included TOEFL)



COURSES Component No. Courses of UW Cr.

Required Math, Natural Sciences, Statistics, Approved non-EE Electives (58 credits)

1 MATH 124, 125, 126 Calculus w/ Analytical Geometry 1, 2, 3 (5 cr. x 3)

15

2 MATH 307 Introduction to Differential Equations

3

3 MATH 308 Linear Algebra 3

4 MATH 324 Advanced Multivariable Calculus

3

5 PHYS 121 Mechanics 5

6 PHYS 122 Electromagnetism & Oscillatory Motion

5

7 PHYS 123 Waves 5

8 CHEM 142 General Chemistry 5

9 STAT 390 Probability and Statistics in Eng. and Science

4

10 Non-EE Approved Elective 3



EE Fundamental & EE Core; Computer Programing (54 credits)

1 EE 200 Introduction to Engineering 2

2 EE 215-Introduction to Electrical Eng. 4

3 EE 233: Circuit Theory 5

4 EE 235 Countinuous Time Linear Systems 4

5 EE 271: Digital Circuits & Systems 5

6 EE 331: Devices & Circuits I 5

7 EE 332: Devices & Circuits II 5

8 EE 341: Discrete Time Linear Systems 5

9 EE 351: Intro to Electrical Energy Devices & Systems

5

10 EE 361: Applied Electromagnetics 5

11 CSE 142 Computer Programming I 4

12 CSE 143 Computer Programming II 5

EE Required Specialization (15 credits)

1 EE 471 Computer Organization and Design

5

2 EE 472 Microcomputer Systems 5

3 EE 476 Digital Integrated Circuit Design 5

4 EE 416 Random Signals for Communications and Signal Processing

5

5 EEE 442 Digital Signals and Filtering 5

Final Project (6 credits): - 03 design projects (30%)

1 EE 477 Custom Digital CMOS Circuit Design (10%)

6



- 01 capstone project (70%) 2 EE 478 Design of Computer Subsystems (10%)

3 EE 536 Design of Analog Integrated Circuit and Systems (10%)

4 EE 443 Design & Application of Digital Signal Processing (10%)

5 EE 492 Design in Communication 1 (10%)

6 EE 493 Design in Communication 2 (10%)

Required General Education (34 credits)

1 English Composition 4

2 TC 231 Introduction to Technical Writing 3

3 TC 333 Advanced Technical Writing and Oral Presentation

4

4 Visual, Literary and Performing Arts / Individuals & Societies

11

5 HoChiMinh Thought (2) Basic principles of Marxism-Leninism I (2), II (3) Revolutionary way of Vietnam Communist Party (2) General Law (2)

12

6 Physical Training National Defense Training

Free Electives (17 cr.) Free Electives Courses for eachTrack are listed below

17

Total 184 Selected Non-EE Approved Elective (10 cr.) CSE 373 Data Structures and Algorithms (3)

CSE 446 Machine Learning (4) CSE 461 Introduction to Computer Communication Networks (3) (equivalently to EE 461) Selected Free Electives (17 cr.) (ECE1: Electronics ; ECE2: Commuincation)

These credits can be fulfilled by any courses for which the University of Washington gives credit, except courses which duplicate or parallel courses for which you have already received credit. Up to 4 credits given for Co-op experience may apply to this requirement. This is the only degree requirement to which you may apply Co-op credits. Please note that students who choose to take STAT/MATH 390 for the Statistics requirement need only earn 8 Free Elective credits.

EE 401 Engineering Design by Teams: Robotics I (ECE1 - 4) EE 448 Control Systems Sensors and Actuators (ECE1 - 4) EE 433 Analog Circuit Design (ECE1 - 3)



EE 482 Semiconductor Devices (ECE1 - 3) EE 543 Models of Robot manipulation (ECE1 - 3) EE xxx: Other courses can be selected for each year

EE 417 Modern Wireless Communication (ECE2 - 4)

EE 465 Fiber Optics, Devices, and Applications (ECE2 - 4)

EE 440 Introduction to Digital Imaging System (ECE2 - 3)

EE 418 Network Security and Cryptography (ECE2 - 3)

EE 480 Microwave Engineering I (ECE2 - 3)

EE xxx: Other courses can be selected for each year Selected Visual, Literary and Performing Arts / Individuals & Societies (10 cr.) ECON 200 Introduction to Microeconomics (2) ECON 201 Introduction to Macroeconomics (2) COM 321 Communications in International Relations COM 373 Communication in Small Groups (3) COM 376 Nonverbal Communication COM 473 Problems of Discussion Leadership (2) OPMGT 450 Introduction to Project Management (2)



COURSE PLAN

(4.5 Years Duration)

Year/ Quarter

Code Course name Credits

1/qtr 1

VLPA IS Basic principles of Marxism-Leninism I 2

General Law 2

National Defense Training (Cert)

Physical Training (Cert)

TOEFL iBT 4

1/qtr 2

VLPA IS Basic principles of Marxism-Leninism II 3 CHEM

142 General Chemistry 4

CHEM 142 LAB

General Chemistry Lab 1

Physical Training (Cert) TOEFL iBT

8

1/qtr 3

MATH 124

Calculus w/ Analytical Geometry I 5

English Composition 4 Physical Training (Cert) TOEFL iBT

9

2/qtr 1

VLPA IS Revolutionary way of Vietnam Communist Party 3 MATH

125 Calculus w/ Analytical Geometry II 5

PHYS 121

Mechanics 4

PHYS 121 LAB

Mechanics Lab 1

TC 231 Introduction to Technical Writing 3

EE 200 Introduction to Engineering 2

18

HCM Thought 2

MATH 126

Calculus w/ Analytical Geometry III 5



PHYS 122

Electromagnetism & Oscillatory Motion 4

PHYS 122 LAB

Electromagnetism & Oscillatory Motion Lab 1

CSE 142 Computer Programming I 4

16

2/qtr 3

MATH 307

Introduction to Differential Equations 3

PHYS 123

Waves 4

PHYS 123 LAB

Waves lab 1

EE 215 Introduction to Electrical Engineering 4 CSE 143 Computer Programming II 5 17

3/qtr 1

MATH 308

Linear Algebra 3

EE 233 Circuit Theory 5

EE 235 Countinuous Time Linear Systems 4 CSE 373 Data Structures and Algorithms 3 ECON

200 Introduction to Microeconomics 2

17

3/qtr 2

MATH 324

Advanced Multivariable Calculus 3

EE 331 Devices & Circuits I 5

EE 341 Discrete Time Linear Systems 5

STAT 390

Probability and Statistics in Eng. and Science 4

ECON

201 Introduction to Macroeconomics 2

19

3/qtr 3

EE 271 Digital Circuits & Systems 5

EE 332 Devices & Circuits II 5

EE 361 Applied Electromagnetics 5

COM 373

Communication in Small Groups 3

18

4/qtr 1 EE 351 Intro to Electrical Energy Devices & Systems 5



EE 471 Computer Design and Organization 5

Non-EE CSE 461

Introduction to Computer Communication Networks 3

EE 543 Models of Robot manipulation (ECE1 ) 3

EE 480 Microwave Engineering I (ECE2)

COM 473

Problems of Discussion Leadership 2

18

4/qtr 2

EE 472 Microcomputer Systems (ECE1) 5

EEE 442 Digital Signals and Filtreing (ECE2)

EE 476 Digital Integrated Circuit Design (ECE1) 5

EE 416 Random Signals for Communications and Signal Processing (ECE2)

EE 482 Semiconductor Devices (ECE1) 3

EE 418 Network Security and Cryptography (ECE2)

TC 333 Advanced Technical Writing and Oral Presentation 4

17

4/qtr 3

EE 433 Analog Circuit Design (ECE1) 3

EE 440 Digital Imaging System (ECE2)

EE 448 Control Systems Sensors and Actuators (ECE1) 4

EE 417 Modern Wireless Communication (ECE2)

EE 401 Engineering Design by Teams: Robotics I (ECE1) 4

EE 465 Fiber Optics, Devices, and Applications (ECE2)

CSE 446 Machine Learning 4

OPMGT450

Project Management 2

17

5/qtr 1

EE Design projects (ECE1): 30% of 6

EE 477 Custom Digital CMOS Circuit Design (10%) EE 478 Design of Computer Subsystems (10%)



EE 536 Design of Analog Integrated Circuit and Systems (10%)

EE Design projects (ECE2):

EE 443 Design & App of Digital Signal Processing (10%) EE 492 Design in Communications 1 (10%) EE 493 Design in Communications 2 (10%)

INTERNSHIP

30% of 6

5/qtr 2 CAPSTONE PROJECT 70% of 6

70% of 6 Total 184



Electrical Engineering Major Concentration Area Advanced Program focuses in the four following major concentration areas, which emphasize depth in addition to some adjacent breadth in Electrical Engineering. Each of the areas culminates with a significant design project in a “capstone” course [indicated by an * adjacent to the number of credits, e.g., EE 420 (*2 cr.)].

Comunications: This area emphasizes modern analysis for transporting information from one place to another through wired or wireless communications, and from one time to another, as in data storage. Example applications include cellular telephones technology, broadcast TV and radio, satellite communications, optical fiber communications, computer networking, and communications network security. EE 271 (5 cr.) EE 331 (5 cr.) EE 332 (5 cr.) EE 341 (5 cr.) EE 361 (5 cr.) EE 416 (5 cr.) EE 417 (5 cr.) EE 442 (5 cr.) EE 420 (*2 cr.) suggested electives: EE 480 (3 cr.), EE 472 (5 cr.), ... (suggested by UW)

Digital Signal Processing: In this area, we develop powerful methods to process both continuous and discrete signals using mathematical techniques to perform transformations and/or extract information. We deal with a variety of signal forms such as music, video, speech, language, images, sonar, seismic vibrations, medical, and biological. It is a vital technology with applications in many areas: communications, information processing, consumer electronics, control systems, radar and sonar, medical imaging, seismology, and scientific instrumentation. Examples of signal processing tasks include removing noise from voice signals, automatic recognition of human speech for voice activated devices, enabling satellite imaging systems to resolve tiny objects on the ground, enhancing internal organs in CAT scans, compressing music signals for portable music players (such as iPods), and compressing video for DVD andvideoconferencing. EE 271 (5 cr.) EE 341 (5 cr.) EE 416 or EE 516 (4 cr.) EE 440 (3 cr.) EE 442 (5 cr.) EE 443 (*2 cr.) CSE 373 (3 cr.) suggested electives: EE 461 (4 cr.), ... (suggested by UW)

Embedded Computing Systems: This area emphasizes the design of digital circuits at a somewhat higher level. The design of logic circuits is partially abstracted into various logic families, with considerations of speed, power, and other performance measures. Example applications include digital cameras, portable music players (such as an iPod), electronics in automobiles, home appliances, etc.



EE 271 (5 cr.) EE 331 (5 cr.) EE 332 (5 cr.) EE 471 (5 cr.) EE 472 (5 cr.) EE 478 (*2 cr.) suggested electives: EE 341 (5 cr.), EE 433 (3 cr.) ... (suggested by UW)

VLSI Circuits: This area emphasizes the technology of designing digital microelectronic circuits which could be implemented as a single integrated circuit with millions of transistors. Example applications include computer memory, logic gates, digital ASIC (application specific IC) and various programmable gate array systems: EE 271 (5 cr.) EE 331 (5 cr.) EE 332 (5 cr.) EE 476 (5 cr.) EE 477 (*2 cr.) suggested electives: EE 361 (5 cr.), EE 471 (5 cr.), ... (suggested by UW) Approved Non-EE Electives (10 credits) The following courses satisfy the approved non-EE electives requirement:

• AMATH 300 and above except 351 and 352 • ASTRONOMY 301 • BIOLOGY 180, 200, 220, 400 and above • BOTANY 400 and above • BUSINESS 300 and above • CHEMISTRY 152, 154, 162, 164, 223, 224, 237, 238, 239, 241, 242, 300 and above • ECONOMICS 300 and above • ENGINEERING (ENGR) 360 • OTHER ENGINEERING DEPTS: (please note that courses cross-listed with EE

courses cannot be applied to the non-EE electives requirement.) o A&A 210, 280, 300 and above o CHEM E 260, 300 and above o CEE 220, 300 and above o CSE 300 level and above except CSE 370. o IND E 250, 300 and above except IND E 315 o ME 230, 300 and above o MSE 300 and above

• EARTH AND SPACE SCIENCES 472, 495 • MATH 300 and above, except except 444 and those already required/allowed for

degree (307, 308, 324, 390) • OCEAN 200, 300 and above • PBIO 300 and above



ABSTRACT OF COURSES

Required Math, Natural Sciences, Statistics

Mathematics

MATH 124 Calculus with Analytic Geometry I First quarter in calculus of functions of a single variable. Emphasizes differential calculus. Emphasizes applications and problem solving using the tools of calculus. Prerequisite: none

MATH 125 Calculus with Analytic Geometry II Second quarter in the calculus of functions of a single variable. Emphasizes integral calculus. Emphasizes applications and problem solving using the tools of calculus. Prerequisite: 2.0 in MATH 124

MATH 126 Calculus with Analytic Geometry III Third quarter in calculus sequence. Sequences, series, Taylor expansions, and an introduction to multivariable differential calculus. Prerequisite: 2.0 in MATH 125

MATH 307 Introduction to Differential Equations Introductory course in ordinary differential equations. Includes first- and second-order equations and Laplace transform. Prerequisite: 2.0 in MATH 125

MATH 308 Linear Algebra with Applications Systems of linear equations, vector spaces, matrices, subspaces, orthogonality, least squares, eigenvalues, eigenvectors, applications. Prerequisite: 2.0 in MATH 126

MATH 324 Advanced Multivariable Calculus Topics include the chain rule, Lagrange multipliers, double and triple integrals, vector fields, line and surface integrals. Culminates in the theorems of Green and Stokes, along with the Divergence Theorem. Prerequisite: 2.0 in MATH 126

Natural Science

PHYS 121 Mechanics Basic principles of mechanics and experiments in mechanics for physical science and engineering majors. Lecture tutorial and lab components must all be taken to receive credit. Prerequisite: Math 124

PHYS 122 Electromagnetism & Oscillatory Motion Basic principles of electromagnetism, the mechanics of oscillatory motion, and experiments in these topics for physical science and engineering majors. Lecture tutorial and lab components must all be taken to receive credit. Prerequisite: MATH 125, PHYS 121.

PHYS 123 Waves Electromagnetic waves, optics, waves in matter, and experiments in these topics for physical science and engineering majors. Lecture tutorial and lab components must all be taken to receive credit. Prerequisite: MATH 126, PHYS 122.



CHEM 142 General Chemistry and Laboratory For Science, engineering, and other majors planning to take a year or more of chemistry courses; Atomic nature of matter, nuclear chemistry, stoichiometry, Periodic Table, quantum concepts, chemical bonding, gas laws. Includes introduction to laboratory work, including experiments to illustrate analytic techniques, stoichiometry, and synthesis. Prerequisite: none

Statistics

STAT 390 Probability and Statistics in Engineering and Science Concepts of probability and statistics. Conditional probability, independence, random variables, distribution functions. Descriptive statistics, transformations, sampling errors, confidence intervals, least squares and maximum likelihood. Exploratory data analysis and interactive computing. Prerequisite: MATH 126

EE Fundamental, Core, Required Specialization, Elective; Computer Programing

EE Fundamental, Core, Required Specialization, Elective

EE 200 Introduction to Engineering

EE 215 Fundamentals of Electrical Engineering Introduction to electrical engineering. Basic circuit and systems concepts. Mathematical models of components. Kirchoff's laws. Resistors, sources, capacitors, inductors, and operational amplifiers. Solution of first and second order linear differential equations associated with basic circuit forms. Steady state sinusoidal excitation and phasors. Prerequisite: MATH 125; PHYS 122

EE 233 Circuit Theory Electric circuit theory. Analysis of circuits with sinusoidal signals. Phasors, system functions, and complex frequency. Frequency response. Computer analysis of electrical circuits. Power and energy. Two port network theory. Laboratory in basic electrical engineering topics. Prerequisite: EE 215, Math 307

EE 235 Continuous Time Linear Systems Introduction to continuous time signal analysis. Basic signals including impulses, pulses, and unit steps. Periodic signals. Convolution of signals. Fourier series and transforms in discrete and continuous time. Computer laboratory. Prerequisite: MATH 307; PHYS 122.

EE 271 Digital Circuits and Systems Overview of digital computer systems. Digital logic, Boolean algebra, combinational and sequential circuits and logic design, programmable logic devices, and the design and operation of digital computers, including ALU, memory, and I/O. Weekly laboratories. Prerequisite: CSE 142.

EE 299 Special Topics in Electronic Engineering New & experimental approaches to basic electronic engineering. May include design & construction projects. Prerequisite: permission from instructors



EE 331 Devices and Circuits I Physics, characteristics, applications, analysis, & design of circuits using semiconductor diodes & field-effect transistors with an emphasis on large-signal behavior & digital logic circuits. Classroom concepts are reinforced through laboratory experiments & design exercises. Pre: 1.0 in EE 233, Math 307

EE 332 Devices and Circuits II Characteristics of bipolar transistors, large- and small- signal models for bipolar and field effect transistors, linear circuit applications, including low and high frequency analysis of differential amplifiers, current sources, gain stages and output stages, internal circuitry of op-amps, op-amp configurations, op-amp stability and compensation. Weekly laboratory. Prerequisite: 1.0 in EE 331.

EE 341 Discrete Time Linear Systems Discrete time signals and systems, impulse response, convolution, Z-transforms, discrete time Fourier analysis. Computer laboratory. Prerequisite: 1.0 in EE 235.

EE 351 Energy Systems Develops understanding of modern energy systems through theory and analysis of the system and its components. Discussions of generation, transmission and utilization are complemented by environmental and energy resources topics as well as electromechanical conversion, power electronics, electric safety, renewable energy, and electricity blackouts. Prerequisite: 1.0 in EE 233.

EE 361 Applied Electromagnetics Introductory electromagnetic field theory & Maxwell's equations in integral & differential forms; uniform plane waves in linear media; boundary conditions & reflection & transmission of waves; guided waves; transmission lines and Smith chart; electrostatics. Pre: 1.0 in EE 233; MATH 324, PHYS 122

EE 401 Engineering Design in Large Teams: Robotics I Engineering design process, including project management, team formation, working with technical literature, concept development (e.g., brainstorming, morphological analysis, biomimetics, theory of inventive problem solving), intellectual property, high-tech ventures. Prerequisite: EE 215.

EE 416 Random Signals for Communications and Signal Processing Probability and random processes in communications. Random variables, distributions, and expectation. Statistical filter design for detection and estimation. Prerequisite: EE 341; either STAT 390 or IND E 315.

EE 417 Modern Wireless Communications Introduction to wireless networks as an application of basic communication theorems. Examines modulation techniques for digital communications, signal space, optiumum receiver design, error performance, erroe control coding for high reliability, mulitpath fading and its effects, RF link budget analysis, WiFi and Wimax systems. Prerequisite: EE 341; either IND E 315, MATH 390, or STAT 390. Offered: W.



EE 418 Network Security and Cryptography Fundamental principles of cryptography and its application to network and communication security. An introduction to the fundamental tools in cryptography and the protocols that enable its application to network and communication security. Prerequisite: MATH 308; either MATH 390, STAT 390, or IND E 315. Offered: Sp.

EE 420 Topics in Communications Design Design projects in communications. Frequent projects solved by student teams. Reports and presentations. Prerequisite: 1.0 in EE 417

EE 433 Analog Circuit Design Design of analog circuits and systems applying modern integrated circuit technology: operational amplifiers, differential amplifiers, active filters, voltage references and regulators. Prerequisite: 1.0 in E E 332.

EE 436 Medical Instrumentation Introductory course in the application of instrumentation to medicine. Topics include transducers, signal-conditioning amplifiers, electrodes and electrochemistry, ultrasound systems, electrical safety, and the design of clinical electronics. Laboratory included. For upper-division and first-year graduate students preparing for careers in bioengineering - both research and industrial. Prerequisite: E E 332.

EE 440 Introduction to Digital Imaging System Image representation and standards, visual perception and color spaces, spatial domain image filtering and enhancement, image restoration, image transforms, image and video coding, image geometrical transformation and camera modeling. Prerequisite: E E 341.

EE 442 Digital Signals and Filtering Methods and techniques for digital signal processing. Review of sampling theorems, A/D and D/A converters. Demodulation by quadrature sampling. Z-transform methods, system functions, linear shift-invariant systems, difference equations. Signal flow graphs for digital networks, canonical forms. Design of digital filters, practical considerations, IIR and FIR filters. Digital Fourier transforms and FFT techniques. Prerequisite: 1.0 in EE 341

EE 443 Design and Application of Digital Signal Processing - capstone design course Application of learned theories/algorithms and available computer technologies to modern image and speech processing problems. Two-dimensional signals and systems. Image transform, enhancement, restoration, coding. Characteristics of speech signals, linear predictive coding (LPC) of speech, pitch detection, and LPC speech synthesis, speech recognition, hardware designs for signal processing. Pre: EE 341, EE 235

EE 448 Control Systems Sensors and Actuators Study of control systems components and mathematical models. Amplifiers, DC servomotors, reaction mass actuators. Accelerometers, potentiometers, shaft encoders and resolvers, proximity sensors, force transducers, piezoceramic materials, gyroscopes. Experimental determination of component models and model parameters. Two 3-hour laboratories per week. Prerequisite:



EE 461 Introduction to Computer-Communication Networks Computer network architectures, protocol layers, network programming. Transmission media, encoding systems, switching, multiple access arbitration. Network routing, congestion control, flow control. Transport protocols, real-time, multicast, network security. Prerequisite: CSE 143; EE 417.

EE 465 Fiber Optics, Devices, and Applications Wave propagation in optical waveguiding structures, signal distortion, coupling of modes, modulation, sources and detectors, fabrication and measurement methods, communication and sensor systems. Prerequisite: 1.0 in EE 332; recommended: EE 361.

EE 467 Antennas: Analysis and Design Fundamentals of antennas, analysis, synthesis and computer-aided design, and applications in communications, remote sensing, and radars. Radiation pattern, directivity, impedance, wire antennas, arrays, numerical methods for analysis, horn antennas, microstrip antennas, and reflector antennas. Prerequisite: 1.0 in EE 361.

EE 471 Computer Design and Organization Introduction to computer architecture, algorithms, hardware design for various computer subsystems, CPU control unit design, hardwired and microprogrammed control, memory organization, cache design, virtual memory, I/O organization, and I/O hardware design. Prerequisite: EE 271; CSE 143.

EE 472 Microcomputer Systems Concepts of multi-level machines and computer systems organization. Utilizing microprocessors, digital computer studied at assembly- and high-language levels with emphasis on concepts of central processor architecture, memory organization, input/output and interrupts. Assembly language programming concepts applied to solution of various laboratory problems including I/O programming. Prerequisite: EE 271; CSE 143.

EE 476 Digital Integrated Circuit Design (or VLSI 1) Comprehensive view of digital IC design. Topics to be covered include the design of inverters, static logic circuits, switch logic, and synchronous logic. Students design, simulate, and layout a complete digital IC using modern computer-aided design tools. Prerequisite: EE 271; EE 331; CSE 143.

EE 477 Custom Digital CMOS Circuit Design - capstone design course (or VLSI 2) Cadence Provides a fairly deep understanding of how IC-based memory and datapath blocks are designed using static and dynamic CMOS technologies. Gives students extensive experience with industry-standard computer-aided design tools, including Cadence (Virtuoso, DRC, LVS), Synopsys and Avanti (Hspice). Prerequisite: EE 476.

EE 478 Design of Computer Subsystems - capstone design course Design of digital computer subsystems and systems, using SSI, MSI, and LSI digital components. Combinational logic, sequential logic, memory hardware designs, I/O hardware and interface design, system design steps, high-speed digital circuit design, noise reduction techniques, and hardware description language. One four-hour laboratory each week and design project. Prerequisite: 1.0 in EE 331; EE 472. EE 471, EE 271



EE 480 Microwave Engineering I Analysis and design of transmission lines and matching circuits. Lossy transmission lines. Mode structures in metallic and dielectric waveguides. Microwave resonators and magnetic devices. Smith chart and matching techniques. Prerequisite: 1.0 in EE 361.

EE 481 Microwave Electronic Design Design of microwave circuits using S-parameter techniques. Measurement techniques, CAD of microwave systems. Includes design, fabrication, and evaluation of a microwave amplifier. Prerequisite: 1.0 in EE 332; 1.0 in EE 361.

EE 482 Semiconductor Devices Fundamentals of semiconductor theory: carrier diffusion and drift; concept of direct and indirect energy materials, effective mass of mobile carriers; device physics: homo- and heterojunctions, operating principles of bipolar, junction, and MOS field-effect transistors. Prerequisite: E E 331; E E 361.

EE 485 Introduction to Photonics Introduction to optical principles and phenomena. Topics include electromagnetic theory of light, interference, diffraction, polarization, photon optics, laser principles, Gaussian beam optics, semiconductor optics, semiconductor photonic devices. Prerequisite: EE 361 or PHYS 123.

EE 492 Design in Communications 1 Design projects in communications. Frequent projects solved by student teams. Reports and presentations. Prerequisite: 1.0 in EE 417

EE 493 Design in Communications 2 Design projects in communications. Frequent projects solved by student teams. Reports and presentations. Prerequisite: 1.0 in EE 417

EE 543 Models of Robot Manipulation Mathematical models of arbitrary articulated robotic (or biological) arms and their application to realistic arms and tasks, including the homogeneous coordinate model of positioning tasks, the forward and inverse kinematic models, the Jacobian Matrix, and the recursive Newton-Euler dynamic model. Prerequisite: MATH 308.

Computer Programming

CSE 142 Computer Programming I Basic Programming-in-the-small abilities and concepts. Highlights include procedural and functional abstraction with simple built-in data type manipulation. Basic ability of writing, executing and debugging programs. Prerequisite: non.

CSE 143 Computer Programming II Continuation of 142, concepts of modularity and encapsulation, focusing on modules and abstract data types. Cover some basic data structures. Prerequisite: CSE 142



Approved non-EE Courses planned at AP, DUT

CSE 373 Data Structures and Algorithms Fundamental algorithms and data structures for implementation. Techniques for solving problems by programming. Linked lists, stacks, queues, directed graphs. Trees: representations, traversals. Searching (hashing, binary search trees, multiway trees). Garbage collection, memory management. Internal and external sorting. Intended for non-majors. No credit to students who have completed 326. Prerequisite: CSE 143.

CSE 446 Machine Learning Methods for designing systems that learn from data and improve with experience. Supervised learning and predictive modeling: decision trees, rule induction, nearest neighbors, Bayesian methods, neural networks, support vector machines, and model ensembles. Unsupervised learning and clustering. Prerequisites: either CSE 326 or CSE 373 ; either STAT 390, STAT 391, or CSE 312.

CSE 466 Software for Embedded Systems Software issues in the design of embedded systems. Microcontroller architectures and peripherals, embedded operating systems and device drivers, compilers and debuggers, timer and interrupt systems, interfacing of devices, communications and networking. Emphasis on practical application of development platforms. Prerequisite: CSE 326; CSE 370; CSE 378.

CSE 476 Embedded System Design System building course to provide students with a complete experience in embedded system design. Students will design, simulate, construct, debug, and document a substantial project of their choosing. Lectures will focus on case studies and emerging components and platforms. Prerequisite: CSE 451; CSE 466.

CSE 477 Digital System Design Capstone design experience. Prototype a substantial project mixing hardware, software, and communication components. Focuses on use of embedded processors and programmable logic in digital system design, case studies, and emerging components and platforms. Provides a complete experience in embedded system design and management. Prerequisite: CSE 451; CSE 466; CSE 467.

Required General Education

Written and Oral Communications

English Composition Any English Composition course that focuses on the study and practice of good writing; the course content should cover expository writing based on materials derived from a variety of sources such as poetry, literature and humanities to topics of personal and academic nature or to topics of social science and natural science; course content can also include the study and practice of good writing as it pertains to the study of library resources, the analysis of



reading materials, and writing preparatory papers as basic to writing a reference or research paper.

TC 231 Introduction to Technical Writing Introduction to Technical Writing related to ECE. Prerequisite: 61 scores of TOEFL iBT

TC 333 Advanced Technical Writing and Oral Presentation Advanced Technical Writing and Technical Oral Presentation related to ECE. Prerequisite: TC231

Visual, Literary and Performing Arts and Individuals and Societies

ECON 200 Introduction to Microeconomics I&S, QSR Analysis of markets: consumer demand, production, exchange, the price system, resource allocation, government intervention. Recommended: MATH 111. Offered: AWSpS.

ECON 201 Introduction to Macroeconomics I&S, QSR Analysis of the aggregate economy: national income, inflation, business fluctuations, unemployment, monetary system, federal budget, international trade and finance. Prerequisite: ECON 200; recommended: MATH 111. Offered: AWSpS.

COM 321 Communications in International Relations I&S Looks at communications in relations between international groups and states. Examines the range of functions and roles communication media play in international affairs, global issues, and intergroup relations. Also examines the strategic use of communications by various groups. Offered: jointly with POL S 330.

COM 373 Communication in Small Groups I&S/VLPA Discussion as an everyday community activity, with emphasis on the informal cooperative decision-making methods of committee, conference, and roundtable groups.

COM 376 Nonverbal Communication I&S/VLPA Reviews the nature of nonverbal communication as part of the human message system. Discusses research on the types of cues that are part of the nonverbal system, reviews some communicative functions allowed by nonverbal cues (e.g., emotional expressions, relational messages, deception, coordination, or interaction), and ties nonverbal communication to language.

COM 473 Problems of Discussion Leadership I&S/VLPA Critical analysis of leadership in committee and conference, with emphasis on the development of speech effectiveness in the cooperative achievement of goals. Prerequisite: COM 373.

OPMGT 450 Introduction to Project Management Focuses on the management of complex projects and the tools and techniques which have been developed in the past 25 years to assist managers with such projects. The course covers all elements of project planning, scheduling and control as well as implementation and organizational issues. Prerequisite: OPMGT 301.



Other Free Electives (EE Master Program)

EE 501 Radar Remote Sensing General introduction to radar remote sensing of geophysical targets. Fundamentals of radar systems, range-time diagram, ambiguity function, pulse compression, spectrum estimation for underspread and overspread targets; multi-antenna correlations, interferometry, closure phases; maximum entropy source imaging; Aperture Synthesis (SAR and ISAR).

EE 506 Fundamentals of Wireless Communication Reviews fundamentals of wireless communications including signal and noise theory, modulation techniques, fading channels, error analysis, synchronization, and coding. . Prerequisite: EE 505.

EE 507 Communication Theory II Review of stochastic processes. Communication system models. Channel noise and capacity. Optimum detection, modulation and coding, convolutional coders and decoders. Typical channels, random and fading channels. Waveform communication, optimum filters. Prerequisite: EE 506 or equivalent.

EE 508 Stochastic Processes in Engineering Non-measure theoretic introduction to stochastic processes. Topics include Poisson processes, renewal processes, Markov and semi-Markov processes, Brownian motion, and martingales, with applications to problems in queuing, supply chain management, signal processing, control, and communications. Prerequisite: EE 505. Offered: jointly with IND E 508; AWSp.

EE 514 Information Theory I Includes entropy, mutual information, Shannon's source coding theorem, data compression to entropy limit, method of types, Huffman coding, Kraft inequality, arithmetic coding, Kolmogorov complexity, communication at channel capacity (channel coding), coding theory, introduction to modern statistical coding techniques, differential entropy, and Gaussian channels. Prerequisite: EE 505.

EE 515 Information Theory II Includes advanced modern statistical coding techniques (statistical coding), advanced codes n graphs, source coding with errors (rate distortion), alternating minimization principles, channel coding with errors, network information theory, multiple description coding, and information theory in other areas including pattern recognition, bio-informatics, natural language processing, and computer science. Prerequisite: EE 514.

EE 516 Computer Speech Processing Introduction to automatic speech processing. Overview of human speech production and perception. Fundamental theory in speech coding, synthesis and reproduction, as well as system design methodologies. Advanced topics include speaker and language identification and adaptation. Prerequisite: EE 505; EE 518.



EE 517 Statistical Language Processing Introduction to major issues in natural language processing and human language technology, with emphasis on statistical approaches. Addresses topics in statistical parsing and tagging, dialogue systems, information extraction, and machine translation. Prerequisite: EE 505.

EE 518 Digital Signal Processing Digital representation of analog signals. Frequency domain and Z-transforms of digital signals and systems design of digital systems; IIR and FIR filter design techniques, fast Fourier transform algorithms. Sources of error in digital systems. Analysis of noise in digital systems. Prerequisite: knowledge of Fourier analysis techniques and graduate standing, or permission of instructor. Instructor Course Description: Les Eugene Atlas Jeffrey A. Bilmes EE 520 Spectral Analysis of Time Series

Estimation of spectral densities for single and multiple time series. Nonparametric estimation of spectral density, cross-spectral density, and coherency for stationary time series, real and complex spectrum techniques. Bispectrum. Digital filtering techniques. Aliasing, prewhitening. Choice of lag windows and data windows. Use of the fast Fourier transform. The parametric autoregressive spectral density estimate for single and multiple stationary time series. Spectral analysis of nonstationary random processes and for randomly sampled processes. Techniques of robust spectral analysis. Prerequisite: one of STAT 342, STAT 390, STAT 481, or IND E 315. Offered: jointly with STAT 520.

EE 529 Semiconductor Optics and Optical Devices Perturbations of energy states in semiconductors; direct and indirect transitions; absorption processes; optical constants; absorption spectroscopy; radiative and nonradiative transitions; processes occurring at p-n junctions; junction devices; LEDs and lasers, photovoltaics; self-electro-optic effect device; modern laser structures. Prerequisite: graduate standing or permission of instructor.

EE 530 Wavelets: Data Analysis, Algorithms, and Theory Review of spectral analysis. Theory of continuous and discrete wavelets. Multiresolution analysis. Computation of discrete wavelet transform. Time-scale analysis. Wavelet packets. Statistical properties of wavelet signal extraction, smoothers. Estimation of wavelet variance. Offered: jointly with STAT 530; Sp.

EE 533 Photodetectors and Photodetection Includes both the device physics and signal processing aspects of photodetection. Photodiodes, photoconductors, photomultipliers, and solar cells are covered. Noise, signal to noise ratios and imaging considerations are also discussed. Prerequisite: EE 482 or graduate standing.

EE 536 Design of Analog Integrated Circuit and Systems Design of analog VLSI: specifications, design, simulation, layout. Covering CMOS and Bi CMOS technologies. Prerequisite: E E 433 or equivalent and graduate standing in electrical or computer engineering, or permission of instructor.



EE 538 Topics in Electronic Circuit Design Topics of current interest in electronic circuit and system design. Course content varies from year to year, based on current professional interests of the faculty member in charge. Prerequisite: permission of instructor.

EE 546 Topics in Control System Theory Topics of current interest in control system theory for advanced students with adequate preparation in linear and nonlinear system theory. Prerequisite: permission of instructor.

EE 548 Linear Multivariable Control Introduction to MIMO systems, successive single loop design comparison, Lyapunov stability theorem, full state feedback controller design, observer design, LQR problem statement, design, stability analysis, and tracking design. LQG design, separation principle, stability robustness. Prerequisite: A A 547/EE 547/M E 547. Offered: jointly with A A 548/M E 548.

EE 565 Computer-Communication Networks I Network architectures and protocols; layered model; reliable transmission protocols at the data control layer; Transmission Control Protocols (TCP); routing algorithms; performance modeling, and analysis of packet-switched networks. Multi-access. Projects involving routing and multi-access principles. Prerequisite: EE 505 or equivalent.

EE 566 Computer-Communication Networks II Local area, metropolitan area, satellite, and packet radio networks; routing algorithms for wide area networks; optimal design of packet-switched networks; congestion and flow control; fast packet switching; gigabit networks. Prerequisite: EE 565 or permission of instructor.

EE 567 Mobile Radio Networks Wireless communication networks, including digital broadcasting, wireless LAN, wireless access networks and ultra wide band (UWB); OFDM modem design; dirty-paper coding; MAC and RLP; TCP/UDP over wireless; multi-radio networks; cross-layer protocol optimization; radio network planning. Prerequisite: EE 506; EE 565.

EE 571 High Frequency Circuits and Antennas: Computation of Fields and Waves

Planar microstrip structures are high frequency circuits and antennas used in communication, aerospace and computer industries. Examines the computation of fields and waves in such structures. How to calculate circuit parameters and radiation characteristics. Structures studied include microstrip lines, coupled lines, antennas, resonators, and discontinuities. Prerequisite: EE 482, EE 572, or equivalent

EE 575 Waves in Random Media Propagation and scattering of electromagnetic, optical, and acoustic waves in turbulence and random media, scattering from rough surfaces and randomly distributed particles. Atmospheric turbulence, fog, rain, smog, clear-air turbulence detection, remote sensing, terrain scattering, scattering from blood cells and tissues, scattering by ocean waves. Applications to atmospheric sciences, bioengineering, geoscience, ocean engineering. Prerequisite: graduate standing or permission of instructor.



EE 579 Advanced Topics in Electromagnetics, Optics, and Acoustics Topics of current interest in electromagnetics, optics, and acoustics. Content varies from year to year, based on current professional interests of faculty member in charge. Prerequisite: permission of instructor.

EE 586 Digital Video Coding Systems Introduction to digital video coding algorithms and systems. Theoretical and practical aspects of important topics on digital video coding algorithms, motion estimation, video coding standards, systems issues, and visual communications. Prerequisite: graduate standing or permission of instructor.

EE 587 Multimedia Compression and Networking Addresses four major components of multimedia: 1) data compression of multimedia (e.g., speech, audio, image, and video); 2) quality of service (QoS) issues for data transmission over IP; 3) multimedia streaming and conferencing applications; and 4) intellectual property management and protection (IPMP) of multimedia contents. Co-requisite: EE 518.

EE 595 Advanced Topics in Communication Theory Extension of 507, 508, 518, 519, 520. Material differs each year, covering such topics as: detection theory, decision theory, game theory, adaptive communication systems, nonlinear random processes. Prerequisite: permission of instructor.

EE 597 Networked Dynamics Systems Provides an overview of graph-theoretic techniques that are instrumental for studying dynamic systems that coordinate their states over a signal-exchange network. Topics include network models, network properties, dynamics over networks, formation control, biological networks, observability, controllability, and performance measures over networks. Prerequisite: A A 547/EE 547/M E 547. Offered: jointly with A A 597/ME 597.

EE 599 Selected Topics in EE (*) This topic changes annually and belong to seminar/conferences between UD and Industry, such asBoeing, Intel, Microsoft, Renesas, SDS, Vector Fab... Pre: permission of instructors References: http://www.washington.edu/students/crscat/ http://www.washington.edu/students/crscat/com.html http://www.washington.edu/students/crscat/econ.html http://www.washington.edu/students/crscat/opmgmt.html http://www.cs.washington.edu/education/course-webs.html http://www.washington.edu/students/crscat/cse.html

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