ECE-Electrical & Computer Engi


ECE 109Introduction to Computer SystemsUNITS: 3 - Offered in Fall Spring Summer
Introduction to key concepts in computer systems. Number representations, switching circuits, logic design, microprocessor design, assembly language programming, input/output, interrupts and traps.


ECE 200Introduction to Signals, Circuits and SystemsUNITS: 4 - Offered in Fall Spring Summer
Prerequisite: Cumulative GPA 2.5 or above, C- or better in MA 241 and PY 205.
Ohm's law and Kirchoff's laws; circuits with resistors, photocells, diodes and LEDs; rectifier circuits; first order RC circuits; periodic signals in time and frequency domains, instantaneous, real and apparent power; DC and RMS value; magnitude andpower spectra, dB, dBW, operational amplifier circuits, analog signal processing systems including amplification, clipping, filtering, addition, multiplication, AM modulation sampling and reconstruction. Weekly hardware laboratory utilizing multimeter, function generator, oscilloscope and spectrum analyzer and custom hardware for experiments on various circuits and systems.


ECE 206Introduction to Computer OrganizationUNITS: 3 - Offered in Fall Spring Summer
Prerequisite: GPA 2.5 or above, with a C- or better in MA 241, PY 205, and CSC 116
Introduction to key concepts in computer organization. Number representations, switching circuits, logic design, microprocessor design, assembly language programming, input/output, interrupts and traps, direct memory access, structured program development.


ECE 209Computer Systems ProgrammingUNITS: 3 - Offered in Fall Spring Summer
Prerequisite: Grade of C- or better in ECE 109
Computer systems programming using the C language. Translation of C into assembly language. Introduction to fundamental data structures: array, list, tree, hash table.


ECE 211Electric CircuitsUNITS: 4 - Offered in Fall Spring Summer
Prerequisite: C- or better in ECE 200 and Corequisite: ECE 220
Introduction to theory, analysis and design of electric circuits. Voltage, current, power, energy, resistance, capacitance, inductance. Kirchhoff's laws node analysis, mesh analysis, Thevenin's theorem, Norton's theorem, steady state and transient analysis, AC, DC, phasors, operational amplifiers, transfer functions.


ECE 212Fundamentals of Logic DesignUNITS: 3 - Offered in Fall Spring Summer
Prerequisite: C- or better in ECE 109
Introduction to digital logic design. Boolean algebra, switching functions, Karnaugh maps, modular combinational circuit design, latches, flip-flops, finite state machines, synchronous sequential circuit design, datapaths, memory technologies, caches, and memory hierarchies. Use of several CAD tools for simulation, logic minimization, synthesis, state assignment, and technology mapping.


ECE 220Analytical Foundations of Electrical and Computer EngineeringUNITS: 3 - Offered in Fall Spring Summer
Prerequisite: C- or better in ECE 200
This course is designed to acquaint you with the basic mathematical tools used in electrical and computer engineering. The concepts covered in this course will be used in higher level courses and, more importantly, throughout your career as an engineer. Major topics of the course include complex numbers, real and complex functions, signal representation, elementary matrix algebra, solutions to linear systems of equations, linear differential equations, laplace transforms used for solving linear differential equations, fourier series and transforms and their uses in solving ECE problems. EE and CPE Majors Only.


ECE 292Special Topics in Electrical and Computer EngineeringUNITS: 1-3 - Offered in Fall Spring Summer
Special topics in electrical and computer engineering at the early undergraduate level.


ECE 301Linear SystemsUNITS: 3 - Offered in Fall Spring Summer
Prerequisite: C- or better in ECE 211 and ECE 220.
Representation and analysis of linear systems using differential equations: impulse response and convolution, Fourier series, and Fourier and Laplace transformations for discrete time and continuous time signals. Emphasis on interpreting system descriptions in terms of transient and steady-state response. Digital signal processing.


ECE 302MicroelectronicsUNITS: 4 - Offered in Fall Spring Summer
Prerequisite: A grade of C- or better in ECE 211
Introduction to the physics of semiconductors, PN Junctions, BJT and MOS field Effect Transistors: Physics of operation, IV characteristics, circuit models, SPICE analysis; simple diode circuits; Single Stage Transistor Amplifiers: Common Emitter and Common Source configurations, biasing, calculations of small signal voltage gain, current gain, input resistance and output resistance; Introduction to Differential Amplifiers, Operational Amplifiers.


ECE 303Electromagnetic FieldsUNITS: 3 - Offered in Fall Spring Summer
Prerequisite: A grade of C- of better in ECE 211 and ECE 220
This course prepared the students to formulate and solve electromagnetic problems relevant to all fields of electrical and computer engineering and that will find application in subsequent courses in RF circuits, photonics, microwaves, wireless networks, computers, bioengineering, and nanoelectronics. Primary topics include static electric and magnetic fields, Maxwell's equations and force laws, wave propagation, reflection and refraction of plane waves, transient and steady-state behavior of waves on transmission lines. Restriction: EE and CPE Majors Only.


ECE 305Electric Power SystemsUNITS: 3 - Offered in Fall and Spring
Prerequisite: C- or better in ECE 211
Principles, performance and characteristics of power-system components, including direct-current and alternating-current machinery, transformer banks and transmission lines. Principles and analysis of system power flow.


ECE 306Introduction to Embedded SystemsUNITS: 3 - Offered in Fall and Spring
Prerequisite: C- or better in ECE 209 and ECE 212
Introduction to designing microcontroller-based embedded computer systems using assembly and C programs to control input/output peripherals. Use of embedded operating system.


ECE 309Object-Oriented Programming for Electrical and Computer EngineersUNITS: 3 - Offered in Fall and Spring
Prerequisite: C- or better in ECE 209
Object-oriented design and programming of complex software. Java programming. Data abstraction and data structures. Programming by contract. Software testing. Interacting classes and interface design. Stream input/output, exceptions. Iterators, recursion, analysis of running time.


ECE 331Principles of Electrical Engineering IUNITS: 3 - Offered in Fall Spring Summer
Prerequisite: MA 241, PY 208
Concepts, units and methods of analysis in electrical engineering. Analysis of d-c and a-c circuits, characteristics of linear and non-linear electrical devices, transformers, motors and control systems. Not available to EE and CPE majors.


ECE 380Engineering Profession for Electrical EngineersUNITS: 1 - Offered in Fall and Spring
Prerequisite: ECE 212, ECE 301, and ECE 302
Introduction to engineering as a profession including issues surrounding electrical engineering. Topics include professional and ethical responsibilities, risks and liabilities, intellectual property, and privacy. Economic issues including entrepreneurship and globalization.


ECE 381Engineering Profession for Computer EngineersUNITS: 1 - Offered in Fall and Spring
Prerequisite: ECE 212, ECE 301, and ECE 302
Introduction to engineering as a profession including issues surrounding computer engineering. Topics include professional and ethical responsibilities, risks and liabilities, intellectual property, and privacy. Economic issues including entrepreneurship and globalization.


ECE 383Introduction to Entrepreneurship and New Product DevelopmentUNITS: 1 - Offered in Fall and Spring
This course is part of the Engineering Entrepreneurs Program. Students work as team members on projects being led by seniors completing their senior capstone design. Students will be exposed to many areas of product development and will assist in the design and implementation of the prototype product.


ECE 402Communications EngineeringUNITS: 3 - Offered in Fall Spring Summer
Prerequisite: ECE 301, ST 371
An overview of digital communications for wireline and wireless channels which focuses on reliable data transmission in the presence of bandwidth constraints and noise. The emphasis is on the unifying principles common to all communications systems. Examples include digital telephony, compact discs, high-speed modems and satellite communications.


ECE 403Electronics EngineeringUNITS: 3 - Offered in Fall and Spring
Prerequisite: ECE 301, ECE 302
Design and analysis of discrete and integrated electronic circuits, from single-transistor stages to operational amplifiers, using bipolar and MOS devices. Feedback in operational amplifier circuits, compensation and stability. Laboratory design projects.


ECE 404Introduction to Solid-State DevicesUNITS: 3 - Offered in Fall and Spring
Prerequisite: ECE 302
Basic principles required to understand the operation of solid-state devices. Semiconductor device equations developed from fundamental concepts. P-N junction theory developed and applied to the analysis of devices such as varactors, detectors, solar cells, bipolar transistors, field-effect transistors. Emphasis on device physics rather than circuit applications.


ECE 406Design of Complex Digital SystemsUNITS: 3 - Offered in Fall and Spring
Prerequisite: A grade of C- or better in ECE 212
Design principles for complex digital systems: Iteration, top-down/bottom-up, divide and conquer, and decomposition. Descriptive techniques, including block diagrams, timing diagrams, register transfer, and hardware-description languages. Consideration of transmission-line effects on digital systems.


ECE 407Introduction to Computer CommunicationsUNITS: 3 - Offered in Fall and Spring
Prerequisite: ECE 301
Engineering principles of computer communications: summary of digital transmission, media and switching; error control, layering concept, overview of protocols; architectures for local, metropolitan, and wide-area networks; emerging issues in digital communications systems.


ECE 420Wireless Communication SystemsUNITS: 3 - Offered in Fall and Spring
Prerequisite: ECE 402
A study of applications of communication theory and signal processing to wireless systems. Topics include an introduction to information theory and coding, basics and channel models for wireless communications, and some important wireless communication techniques including spread-spectrum and OFDM, MATLAB exercises expose students to engineering considerations.


ECE 421Introduction to Signal ProcessingUNITS: 3 - Offered in Fall and Spring
Prerequisite: ECE 301
Concepts of electrical digital signal processing: Discrete-Time Signals and Systems, Z-Transform, Frequency Analysis of Signals and Systems, Digital Filter Design. Analog-to Digital-to-Analog Conversion, Discrete Fourier Transform. To major design projects.


ECE 422Transmission Lines and Antennas for WirelessUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 303
Review of time-varying electromagnetic theory. A study of the analytical techniques and the characteristics of several useful transmission lines and antennas. Examples are coaxial lines, waveguides, microstrip, optical fibers and dipole, monopole and array antennas.


ECE 435Elements of ControlUNITS: 3 - Offered in Fall and Spring
Prerequisite: ECE 301
Analog system dynamics, open- and closed-loop control, block diagrams and signal flow graphs, input-output block diagrams and signal flow graphs, input-output relationships, stability analyses using Routh-Hurwitz, root-locus and Nyquist, time- and frequency-domain analysis and design of analog control systems. Use of computer-aided analysis and design tools. Class project.


ECE 436Digital Control SystemsUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 435
Discrete systems dynamics, sampled-data systems, mathematical representations of analog/digital and digital/analog conversions, open- and closed-loop systems, input-output relationships, state-space and stability analyses, time- and frequency-domainanalyses. Design and implementation of digital controllers.


ECE 437Distributed Real Time Control SystemsUNITS: 3
Prerequisite: ECE 301 and ECE 306
Principles for designing an intelligent distributed control system which includes multiple embedded microprocessors communicating over a computer network. Design of basic components, modes, input/output interface, and communication network. Real-time implementation issues, such as sampling, task scheduling, and network traffic control. Lab experiments on design of basic components, plus a major design project.


ECE 442Integrated Circuit Technology and FabricationUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 404
Semiconductor device and integrated-circuit processing and technology. Wafer specification and preparation, oxidation, diffusion, ion implantation, photolithography, design rules and measurement techniques.


ECE 445Frontiers of NanoelectronicsUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 302
This course will discuss frontiers of nanoelectronics including fundamentals of silicon based devices and their impact on scaled logic and memory devices as well as organic based devices such as carbon nanotubes and molecular electronics. Additional topics include recent uses of polymer films for memory and photovoltaic applications, quantum confinements in 1D, 2D, and 3D, quantum dots, nanowires and resonant tunneling devices. Included are methods to create and measure nanostructures.


ECE 451Power System AnalysisUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 305
Long-distance transmission of electric power with emphasis on load flow, economic dispatch, fault calculations and system stability. Applications of digital computers to power-system problems. Major design project.


ECE 452Renewable Electric Energy SystemsUNITS: 3 - Offered in Spring Only
Prequisite: ECE 305 or ECE 331
Principles and characteristics of renewable energy based electric power generation technologies such as photovoltaic systems, wind turbines, and fuel cells. Main system design issues. Integration of these energy sources into the power grid. Economics of distributed generation.


ECE 453Electric Motor DrivesUNITS: 3 - Offered in Fall Only
Prerequisite: A grade of C or better in ECE 305.
Principles of electromechanical energy conversion; analysis, modeling, and control of electric machinery; steady state performance characteristics of direct-current, induction, synchronous and reluctance machines; scalar control of induction machines; introduction to direct- and quadrature-axis theory; dynamic models of induction and synchronous motors; vector control of induction and synchronous motors.


ECE 455Computer Control of RobotsUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 435
Techniques of computer control of industrial robots: interfacing with synchronous hardware including analog/digital and digital/analog converters, interfacing noise problems, control of electric and hydraulic actuators, kinematics and kinetics of robots, path control, force control, sensing including vision. Major design project.


ECE 456MechatronicsUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 435
The study of electro-mechanical systems controlled by microcomputer technology. The theory, design and construction of smart systems; closely coupled and fully integrated products and systems. The synergistic integration of mechanisms, materials, sensors, interfaces, actuators, microcomputers, controllers, and information technology.


ECE (CSC) 460Digital Systems InterfacingUNITS: 3
Prerequisite: ECE 406
Concepts of microcomputer system architecture and applications to fundamental computer hardware. Theoretical and practical aspects of interfacing and a variety of microprocessor peripheral chips with specific microprocessor/microcomputer systems from both hardware and software points of view.


ECE 461Embedded System DesignUNITS: 3 - Offered in Spring Only
Prerequisite: Grade of C- or better in ECE 306.
Design and implementation of software for embedded computer systems. The students will learn to design systems using microcontrollers, C and assembly programming, real-time methods, computer architecture, interfacing system development and communication networks. System performance is measured in terms of power consumption, speed and reliability. Efficient methods for project development and testing are emphasized. Credit will not be awarded for both ECE 461 and ECE 561. Restricted to CPE and EE Majors.


ECE 463Advanced Microprocessor Systems DesignUNITS: 3 - Offered in Fall and Spring
Prerequisite: ECE 406
Advanced topics in microprocessor systems design, including processor architectures, virtual-memory systems, multiprocessor systems, and single-chip microcomputers. Architectural examples include a variety of processors of current interest, both commercial and experimental. Major design project.


ECE 464ASIC DesignUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 406, ECE 302
Design of digital application specific integrated circuits (ASICs) based on hardware description languages (Verilog, VHDL) and CAD tools. Emphasis on design practices and underlying algorithms. Introduction to deep sub-micron design issues like interconnections and low power and to modern applications including multi-media, wireless. Telecommunications and computing. Required design project.


ECE 465Engineering Applications of Artificial IntelligenceUNITS: 3
Prerequisite: Senior standing
Engineering applications of artificial intelligence (AI): Problem-solving techniques, knowledge acquisition, knowledge representation, production systems, expert systems, AI languages, neural networks, and machine learning. Design projects required.


ECE 466Compiler Optimization and SchedulingUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 306 and either ECE 309 or CSC 316
Provide insight into current compiler designs dealing with present and future generations of high performance processors and embedded systems. Investigate dataflow analysis and memory disambiguation, classical and parallelism enhancing optimizations, scheduling and speculative execution, and register allocation. Review of techniques used in current research compilers.


ECE 470InternetworkingUNITS: 3 - Offered in Fall and Spring
Prerequisite: ECE 407 or CSC 401
Introduction, Planning and Managing networking projects, networking elements-hardware, software, protocols, applications; TCP/IP, ATM, LAN emulation. Design and implementation of networks, measuring and assuring network and application performance;metrics, tools, quality of service. Network-based applications, Network management and security.


ECE 480Senior Design Project in Electrical EngineeringUNITS: 3 - Offered in Fall and Spring
Prerequisite: ECE 301, ECE 302, ECE 303, ECE 380, and any two ECE specialization Courses
Applications of engineering and basic sciences to the total design of electrical engineering circuits and systems. Consideration of the design process including feasibility study, preliminary design detail, cost effectiveness, along with development and evaluation of a prototype accomplished through design-team project activity. Complete written and oral engineering report required.


ECE 481Senior Design Project in Computer EngineeringUNITS: 3 - Offered in Fall and Spring
Prerequisite: ECE 381, ECE 301, ECE 302, ECE 303, ECE 406 and an ECE specialization elective
Application of engineering and basic sciences to the total design of computer engineering circuits and systems. Consideration of the design process including feasibility study, preliminary design detail, cost effectiveness, along with development and evaluation of a prototype accomplished through design-team project activity. Complete written and oral engineering report required.


ECE 482Engineering Entrepreneurship and New Product Development IUNITS: 3 - Offered in Fall and Spring
Applications of engineering, mathematics, basic sciences, finance, and business to the design and development of prototype engineering products. This course requires a complete written report and an end-of-course presentation. This is the first course in a two semester sequence. Students taking this course will implement their designed prototype in ECE 483: Senior Design Project in Electrical Engineering and Computer Engineering II-Engineering Entrepreneurs. Departmental approval required.


ECE 483Engineering Entrepreneurship and New Product Development IIUNITS: 3 - Offered in Fall and Spring
Prerequisite: ECE 301, ECE 302, ECE 303, and any two ECE specialization courses
Applications of engineering, science, management and entrepreneurship to the design, development and prototyping of new product ideas. Based on their own new product ideas, or those of others, students form and lead entrepreneurship teams (eTeams) to prototype these ideas. The students run their eTeams as 'virtual' startup companies where the seniors take on the executive roles. Joining them are students from other grade levels and disciplines throughout the university that agree to participate as eTeam members. Departmental approval required.


ECE 492Special Topics in Electrical and Computer EngineeringUNITS: 1-4 - Offered in Fall and Spring
Offered as needed for development of new courses in electrical and computer engineering.


ECE (CSC) 506Architecture Of Parallel ComputersUNITS: 3 - Offered in Fall and Spring
Prerequisite: ECE 406
The need for parallel and massively parallel computers. Taxonomy of parallel computer architecture, and programming models for parallel architectures. Example parallel algorithms. Shared-memory vs. distributed-memory architectures. Correctness and performance issues. Cache coherence and memory consistency. Bus-based and scalable directory-based multiprocessors. Interconnection-network topologies and switch design. Brief overview of advanced topics such as multiprocessor prefetching and speculative parallel execution.


ECE 511Analog ElectronicsUNITS: 3 - Offered in Fall Only
Prerequisite: ECE403
Analog integrated circuits and analog integrated circuit design techniques. Review of basic device and technology issues Comprehensive coverage of MOS and Bipolar operational amplifiers. Brief coverage of analog-to-digital conversion techniques and switched-capacitor filters. Strong emphasis on use of computer modeling and simulation as design tool. Students required to complete an independent design project.


ECE 513Digital Signal ProcessingUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 421, B average in ECE and MA; Signals and Linear Systems
Digital processing of analog signals. Offline and real-time processing for parameter, waveshape and spectrum estimation. Digital filtering and applications in speech, sonar, radar, data processing and two-dimensional filtering and image processing.


ECE 514Random ProcessesUNITS: 3 - Offered in Fall Only
Prerequisite: Statistics 371; Signals and Linear Systems; Linear Algebra; Calculus
Probabilistic descriptions of signals and noise, including joint, marginal and conditional densities, autocorrelation, cross-correlation and power spectral density. Linear and nonlinear transformations. Linear least-squares estimation. Signal detection.


ECE 515Digital CommunicationsUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 514, ST 371, Signals and Linear Systems; Linear Algebra
This course is a first graduate-level course in digital communications. Functions and interdependence of various components of digital communication systems will be discussed. Statistical channel modeling, modulation and demodulation techniques, optimal receiver design, performance analysis methods, source coding, quantization, and fundamentals of information theory will be covered in this course.


ECE 516System Control EngineeringUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 435 or ECE 301
Introduction to analysis and design of continuous and discrete-time dynamical control systems. Emphasis on linear, single-input, single-output systems using state variable and transfer function methods. Open and closed-loop representation; analog and digital simulation; time and frequency response; stability by Routh-Hurwitz, Nyquist and Liapunov methods; performance specifications; cascade and state variable compensation. Assignments utilize computer-aided analysis and design programs.


ECE (CSC) 517Object-Oriented Languages and SystemsUNITS: 3 - Offered in Fall Only
Prerequisite: CSC 316, Data Structures for Computer Scientists.
Object-oriented languages and systems built with object-oriented software components. Object-oriented design methodologies, such as CRC cards and the Unified Modeling Language (UML). Requirement analysis. Design patterns. Agile methods. Object-oriented programming environments, such as the Eclipse platform. Platforms for Web services, such as J2EE. Project required.


ECE 520Digital Asic DesignUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 212 and Senior or Graduate standing
Design of digital Application Specific Integrated Circuits (ASICs) based on Hardware Description Languages (Verilog, VHDL) and CAD tools, particularly login synthesis. Emphasis on design practices and underlying algorithms. Introduction to timing-driven design, low-power design, design-for-test and ASIC applications. Project.


ECE 521Computer Design and TechnologyUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 306
Design of general-purpose computers through cost-performance analysis. Emphasis on making design decisions regarding the instruction set architecture and organization of single-processor computer. Discussion of design choices, role of compiler and techniques for analysis, simulation and implementation. Consideration of relationships between architecture, organization and technology


ECE (BME) 522Medical InstrumentationUNITS: 3 - Offered in Fall Only
Fundamentals of medical instrumentation systems, sensors, and biomedical signal processing. Example instruments for cardiovascular and respiratory assessment. Clinical laboratory measurements, theraputic and prosthetic devices, and electrical safetyrequirements. Students should have background in electronics design using operational amplifiers.


ECE 523Photonics and Optical CommunicationsUNITS: 3 - Offered in Spring Only
Prerequisite: Graduate standing or Senior standing ; Engineering Majors or Physics Majors
This course investigates photonic devices at the component level and examines the generation, propagation and detection of light in the context of optical communication systems. Topics include planar and cylindrical optical waveguides, LEDs, lasers,optical amplifiers, integrated optical and photodetectors, design tradeoffs for optical systems, passive optical networks, and wavelength division multiplexed systems.


ECE 528Semiconductor CharacterizationUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 404
Introduction to the electrical, optical, chemical, and physical measurement techniques to characterize semiconductor materials and devices. Topics include measurement of carrier concentrations, series resistance, barrier heights, minority carrier lifetime, leakage, trap levels, dielectric charge, threshold voltage, and channel mobility; time-dependent phenomena such as hot carrier injection and trapping, bias-temperature stability and dielectric breakdown. Review of analytical techniques to measure defects, impurities, physical dimensions, and structure.


ECE 530Physical ElectronicsUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 303, B average in ECE and MA
Properties of charged particles under influence of fields and in solid materials. Quantum mechanics, particle statistics, semi-conductor properties, fundamental particle transport properties, p-n junctions.


ECE 531Principles Of Transistor DevicesUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 404
Analysis of operating principles of transistor structures. Basic semi-conductor physics reviewed and used to provide explanation of transistor characteristics. Development and usage of device-equivalent circuits to interpret semi-conductor-imposed limitations on device performance. Devices analyzed include MISFIT'S, HEMT'S, Bipolar transistors, PBT'S, heterojunction BJT'S and SIT's.


ECE 532Principles Of Microwave CircuitsUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 422
Principles required to understand behavior of electronic circuits operating at microwave frequencies. Review of elector-magnetic theory and establishing an understanding of techniques required for working with electronic circuits at microwave and millimeter-wave frequencies. Discussion of circuit components operating at these frequencies.


ECE 534Power ElectronicsUNITS: 3
Prerequisite: ECE 302
DC and AC analysis of isolated and non-isolated switch mode power supply. Basic converter topologies covered include: buck, boost and buck/boost and their transformer-couples derivatives. Design of close loop of these DC/DC converters. Power devices and their applications in DC/DC converters. Inductor and transformer design.


ECE (MAE) 535Design of Electromechanical SystemsUNITS: 3 - Offered in Fall Only
Prerequisite: MA 341
A practical introduction to electromechanical systems with emphasis on modeling, analysis, design, and control techniques. Provides theory and practical tools for the design of electric machines (standard motors, linear actuators, magnetic bearings, etc). Involves some self-directed laboratory work and culuminates in an industrial design project. Topics include Maxwell's equations, electromechanical energy conversion, finite element analysis, design and control techniques.


ECE (BME) 536Digital Control SystemsUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 435 and Graduate Standing in Engineering
Discrete system dynamics, sampled-data systems, mathematical representations of analog/digital and digital/analog conversions, open- and -closed-loop systems, input-output relationships, state-space and stability analyses, time and frequency domain analysis with emphasis on time domain. Design and implementation of digital controllers. Design project including hardware implementation.


ECE 538Integrated Circuits Technology and FabricationUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 404
Processes used in fabrication of modern integrated circuits. Process steps for crystal growth, oxidation, diffusion, ion implantation, lithography, chemical vapor deposition, etching, metallization, layout and packaging. Process integration for MOS and biopolar processes. Characterization techniques, simulation, yield and reliability.


ECE 540Electromagnetic FieldsUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 422
Brief review of Maxwell's Equations, constitutive relations and boundary conditions. Reflection and refraction of plane waves; power and energy relations in isotropic media. Potential functions, Green's functions and their applications to radiation and scattering. Antenna fundamentals: linear antennas, uniform linear arrays and aperture antennas, microstrip antennas. Fundamentals of numerical methods for electromagnetic simulation and antenna design.


ECE 542Neural NetworksUNITS: 3 - Offered in Spring Only
Introduction to neural networks and other basic machine learning methods including radial basis functions, kernel methods, support vector machines. The course introduces regularization theory and principle component analysis. The relationships to filtering, pattern recognition and estimation theory are emphasized.


ECE 544Design Of Electronic Packaging and InterconnectsUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 302
A study of the design of digital and mixed signal interconnect and packaging. Topics covered include: Single chip (surface mount and through-hole) and multi-chip module packaging thecnology; packaging techology selection; thermal design; electricaldesign of printed circuit board, backplane and multi-chip module interconnect; receiver and driver selection; EMI control; CAD tools; and measurement issues.


ECE 546VLSI Systems DesignUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 302
Digital systems design in CMOS VLSI technology: CMOS devise physics, fabrication, primitive components, design and layout methodology, integrated system architectures, timing, testing future trends of VLSI technology.


ECE 549RF Design for WirelessUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 303, ECE 302
Design of the hardware aspects of wireless systems with principle emphasis on design of radio frequency (RF) and microwave circuitry. Introduction of system concepts then functional block design of a wireless system. RF and microwave transistors, noise, power ampliefiers, CAE, linearization and antennas.


ECE 550Power System Operation and ControlUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 305, ECE 435
Fundamental concepts of economic operation and control of power systems. Real and reactive power balance. System components, characteristics and operation. Steady state and dynamic analysis of interconnected systems. Tieline power and load-frequencycontrol with integrated economic dispatch.


ECE 553Semiconductor Power DevicesUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 404
The operational physics and design concepts for power semiconductor devices. Relevant transport properties of semiconductors. Design of breakdown voltage and edge terminations. Analysis of Schottky rectifiers, P-i-N rectifiers, Power MOSFETs, Bipolar Transistors, Thyristors and Insulated Gate Bipolar Transistors.


ECE 555Computer Control of RobotsUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 435; ECE 436; ECE 456
An introduction to robotics: history and background, design, industrial applications and usage. Manipulator sensors, actuators and control, linear, non-linear, and force control. Manipulator kinematics: position and orientation, frame assignment, transformations, forward and inverse kinematics. Jacobian: velocities and static forces. Manipulator Kinetics: velocity, acceleration, force. Trajectory generation. Programming languages: manipulator level, task level, and object level. Introduction to advanced robotics. Credit not allowed for both ECE 455 and 555.


ECE 556Agent-based Mechatronics SystemsUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 301
Agent and systems concepts to study sensors, actuators, controllers and communication networks, as well as their interactions. Theory, design and control of the integration of sensors, interfaces, actuators, microcontrollers. Use of computer networks as communication media in the mechatronics systems integration and control. Use of unmanned vehicle path tracking and teleoperation to illustrate the mechatronics agent and system concept and integration. Students can either take ECE 456 or ECE 556, but not both. These two courses are piggy-backed and cover similar material, yet ECE 556 has more demanding homeworks, project, and an exam that are at the graduate level.


ECE 557Principles Of MOS TransistorsUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 404
MOS capacitor and transistor regions of operation. Depletion and enhancement mode MOSFETs. MOSFET scaling, short and narrow channel effects. MOSFETs with ion-implanted channels. High field effects in MOSFETs with emphasis on recent advances in design of hit carrier suppressed structures. Small and large signal MOSFET models. State of the art in MOS process integration.


ECE 558Digital Imaging SystemsUNITS: 3 - Offered in Fall Only
Prerequisites: ECE 301 and ST 372
Foundation for designing and using digital devices to accurately capture and display color images, spatial sampling, frequency analysis, quantization and noise characterization of images. Basics of color science are presented and applied to image capture and output devices.


ECE 561Embedded System DesignUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 306
Design and implementation of embedded computer systems. The student will extend previous knowledge of the use of microcontrollers, C and assembly programming, real-time methods, computer architecture, simulation, interfacing, system development andcommunication networks. System performance is measured in terms of power consumption, speed and reliabiity. Efficient methods for project development and testing are emphasized.


ECE 566Code Generation and OptimizationUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 306 and CSC 316
Provide insight into current compiler designs dealing with present and future generations of high performance processors and embedded systems. Investigate dataflow analysis and memory disambiguation, classical and parallelism enhancing optimizations, scheduling and speculative execution, and register allocation. Review of techniques used in current research compilers. Students may not take both 466 and 566 for credit.


ECE (CSC) 570Computer NetworksUNITS: 3 - Offered in Fall and Spring
Prerequisite: ECE 206 or CSC 312, ST 371, CSC 258 and Senior standing or Graduate standing
General introduction to computer networks. Discussion of protocol principles, local area and wide area networking, OSI stack, TCP/IP and quality of service principles. Detailed discussion of topics in medium access control, error control coding, and flow control mechanisms. Introduction to networking simulation, security, wireless and optical networking.


ECE (CSC) 573Internet ProtocolsUNITS: 3 - Offered in Fall Only
Prerequisite: CSC/ECE 570
Principles and issues underlying provision of wide area connectivity through interconnection of autonomous networks. Internet architecture and protocols today and likely evolution in future. Case studies of particular protocols to demonstrate how fundamental principles applied in practice. Selected examples of networked clinet/server applications to motivate the functional requirements of internetworking. Project required.


ECE (CSC) 574Computer and Network SecurityUNITS: 3 - Offered in Fall and Spring
Prerequisite: (CSC 316) and (CSC 401 or CSC/ECE 570)
Security policies, models, and mechanisms for secrecy, integrity, and availability. Basic cryptography and its applications; operating system models and mechanisms for mandatory and discretionary controls; introduction to database security; securityin distributed systems; network security (firewalls, IPsec, and SSL); and control and prevention of viruses and other rogue programs.


ECE (CSC) 575Introduction to Wireless NetworkingUNITS: 3 - Offered in Spring Only
Prerequisite: ECE/CSC 570
Introduction to cellular communications, wireless local area networks, ad-hoc and IP infrastructures. Topics include: cellular networks, mobility mannagement, connection admission control algorithms, mobility models, wireless IP networks, ad-hoc routing, sensor networks, quality of service, and wireless security.


ECE (CSC) 576Connection-Oriented NetworksUNITS: 3 - Offered in Fall and Spring
Prerequisite: CSC/ECE 570
Topics related to connection-oriented packet network architectures, such as: frame relay, the asynchronous transfer mode(ATM), multi-protocol label switching (MPLS), and generalized multi-protocol label swiching (GMPLS), signalling protocols, and related quality-of-service issues. Restricted to students in CSC,CPE,CNE,CNC,ORC,ORE.


ECE (CSC) (OR) 579Introduction to Computer Performance ModelingUNITS: 3 - Offered in Fall Only
Prerequisite: CSC 312 and MA 421
Workload characterization, collection and analysis of performance data, instrumentation, tuning, analytic models including queuing network models and operational analysis, economic considerations.


ECE 582Wireless Communication SystemsUNITS: 3 - Offered in Fall Only
Prerequisite: Senior level digital communications course, e.g., ECE402, Corequisite: ECE 714
Theory and analysis of wireless portable communication systems. Provides a fundamental understanding of the unique characteristics of these systems. Topics include: Code Division Multiple Access (CDMA), mobile radio propagation, characterization of a Rayleigh fading multipathchannel, diversity techniques, adaptive equalization, channel coding, and modulation/demodulation techniques. Although contemporary cellular and personal communication services(PCS) standards are covered, the course stresses fundamental theoretical concepts that are not tied to a particular standard.


ECE 591Special Topics In Electrical EngineeringUNITS: 3 - Offered in Fall and Spring
Prerequisite: B average in technical subjects
Two-semester sequence to develop new courses and to allow qualified students to explore areas of special interest.


ECE 592Special Topics In Electrical EngineeringUNITS: 3 - Offered in Fall and Spring
Prerequisite: B average in technical subjects
Two-semester sequence to develop new courses and to allow qualified students to explore areas of special interest.


ECE 600ECE Graduate OrientationUNITS: 1 - Offered in Fall Only
Introduction of the Electrical and Computer Engineering Department graduate program. Introduction to computing and library facilities; Review of NC State student code of conduct and ethics. Structure of the ECE department. General information forstarting graduate studies. Overview of on-going research projects by faculty members. Must hold graduate standing.


ECE 633Individual Topics In Electrical EngineeringUNITS: 1-3 - Offered in Fall and Spring
Prerequisite: B average in technical subjects
Provision of opportunity for individual students to explore topics of special interest under direction of a member of faculty.


ECE 634Individual Studies In Electrical EngineeringUNITS: 1-3 - Offered in Fall and Spring
Prerequisite: Graduate standing
The study of advanced topics of special interest to individual students under direction of faculty members.


ECE 685Master's Supervised TeachingUNITS: 1-3 - Offered in Fall Spring Summer
Prerequisite: Master's student
Teaching experience under the mentorship of faculty who assist the student in planning for the teaching assignment, observe and provide feedback to the student during the teaching assignment, and evaluate the student upon completion of the assignment.


ECE 688Non-Thesis Masters Continuous Registration - Half Time RegistrationUNITS: 1 - Offered in Fall Spring Summer
Prerequisite: Master's student
For students in non-thesis master's programs who have completed all credit hour requirements for their degree but need to maintain half-time continuous registration to complete incomplete grades, projects, final master's exam, etc.


ECE 689Non-Thesis Master Continuous Registration - Full Time RegistrationUNITS: 3 - Offered in Fall Spring Summer
Prerequisite: Master's student
For students in non-thesis master's programs who have completed all credit hour requirements for their degree but need to maintain full-time continuous registration to complete incomplete grades, projects, final master's exam, etc. Students may register for this course a maximum of one semester.


ECE 690Master's ExamUNITS: 1-6


ECE 693Master's Supervised ResearchUNITS: 1-9 - Offered in Fall and Spring
Prerequisite: Master's student
Instruction in research and research under the mentorship of a member of the Graduate Faculty.


ECE 695Master's Thesis ResearchUNITS: 1-9 - Offered in Fall Spring Summer
Prerequisite: Master's student
Thesis research.


ECE 696Summer Thesis ResearchUNITS: 1 - Offered in Summer
Prerequisite: Master's student
For graduate students whose programs of work specify no formal course work during a summer session and who will be devoting full time to thesis research.


ECE 699Master's Thesis PreparationUNITS: 1-3 - Offered in Fall Spring Summer
Prerequisite: Master's student
For students who have completed all credit hour requirements and full-time enrollment for the master's degree and are writing and defending their thesis.


ECE 703Integrated Bioelectronic CircuitsUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 511, ECE 546
Analog and mixed-signal integrated circuits in design of biomedical applications; detailed discussion of circuit blocks such as voltage and current references, current sources, amplifiers, regulators, filters, switched capacitor circuits, A/D, and D/A converters, as well as low-power, low-noise, and wireless circuit design techniques with emphasis on biomedical applications. Research project and presentation required.


ECE 704Logic Design For TestabilityUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 520
Survey of design for testability and testing methods. Fault modeling, fault simulation, test generation, built-in self test, scan methods and automatic test equipment.


ECE 705Memory SystemsUNITS: 3
Prerequisite: ECE 521, Computer Design and Technology
Covers recent research on overcoming the problem of memory access and memory speed, two major limitations on the speed of computers. Overview of the current state of memory technologies, novel cache structures and management techniques, prefetching,memory compression, and parallelism at the instruction and thread levels. Research papers required.


ECE 706Advanced Parallel Computer ArchitectureUNITS: 3 - Offered in Spring Only
Prerequisite: ECE/CSC 506, ECE 521
Advanced topics in parallel computer architecture. Hardware mechanisms for scalable cache coherence, synchronization, and speculation. Scalable systems and interconnection networks. Design or research project required.


ECE 712Integrated Circuit Design for Wireless CommunicationsUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 511
Analysis, simulation, and design of the key building blocks of an integrated radio: amplifiers, mixers, and oscillators. Topics include detailed noise optimization and linearity performance of high frequency integrated circuits for receivers and transmitters. Introduction to several important topics of radio design such as phase-locked loops, filters and large-signal amplifiers. Use of advanced RF integrated circuit simulation tools such as SpectreRF or ADS for class assignments.


ECE (MAE) (TE) 717Multivariable Linear Systems TheoryUNITS: 3 - Offered in Spring Only, Offered Alternate Even Years
Prerequisite: ECE 516 or MAE 521
Advanced theory of control to linear systems with application to textile processing systems. Transfer matrices, controllability/observability, LQR. Algebraic treatment of feedback systems, coprime factorization. Analytic and harmonic functions, Hdesign.


ECE 718Computer-Aided Circuit AnalysisUNITS: 3
Prerequisite: ECE 511
Steady state and transient analysis of circuits with emphasis on circuit theory and computer methods. Consideration of many analysis techniques, including linear nodal, signal flow graph, state equation, time-domain and functional simulation and analysis of sampled data systems. Sensitivity and tolerance analysis, macromodeling of large circuits and nonlinear circuit theory.


ECE 719Microwave Circuit Design Using Scattering ParametersUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 540, ECE 549
Development and examination of techniques for design of microwave and millimeterwave components and systems. Specific topics include mixer, oscillator and amplifier performance and design. This course will focus on the use of S-parameters to aid inthe design of circuits used in mm-wave and microwave circuits. Emphasis will be made on the microwave/mm-wave properties of transistors, matching networks and how these properties are utlized for design for noise, power, mixer or oscillator performance. Computer aided design techniques will be addressed.


ECE 720Electronic System Level and Physical DesignUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 520
Study of transaction-level modeling of digital systems-on-chip using SystemC. Simulation and analysis of performance in systems with distributed control. Synthesis of digital hardware from high-level descriptions. Physical design methodologies, including placement, routing, clock-tree insertion, timing, and power analysis. Significant project to design a core at system and physical levels. Knowledge of object-oriented programming with C and register-transfer-level design with verilog or VHDL is required.


ECE 721Advanced MicroarchitectureUNITS: 3 - Offered in Fall Only, Offered Alternate Even Years
Prerequisite: ECE 521
Survey of advanced computer microarchitecture concepts. Modern superscalar microarchitecture, complexity-effective processors, multithreading, advanced speculation techniques, fault-tolerant microarchitectures, power and energy management, impact of new technology on microarchitecture. Students build on a complex simulator which is the basis for independent research projects.


ECE 722Electronic Properties of Solid-State MaterialsUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 530
Materials and device-related electronic properties of semiconductors. Included topics: energy band structure, electrical and thermal transport phenomena, scattering processes, localized energy states, equilibrium and non-equilibrium semiconductor statistics.


ECE 723Optical Properties Of SemiconductorsUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 530
Materials and device-related properties of compound optical semiconductors. Included topics: band structure, heterojunctions and quantum wells, optical constants, waveguides and optical cavities, absorption and emission processes in semiconductors, photodetectors, light emitting diodes, semiconductor lasers.


ECE 724Electronic Properties Of Solid-State DevicesUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 530
Basic physical phenomena responsible for operation of solids-state devices. Examination and utilization of semiconductor transport equations to explain principles of device operation. Various solid-state electronics devices studied in detail.


ECE 725Quantum EngineeringUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 530, and PY 401
Development of advanced engineering concepts at the quantum level relevant to nanoscience, nanoelectronics, and quantum photonics. Topics include tunneling phenomena, specifics of time dependent and time independent perturbation methodology for addressing applications under consideration, including the WKB approach, and an introduction to second quantization for engineers. Applications include, but are not limited to, tunneling in a two-level system, molecular rotation through excitation, field emission, van der Waal interactions, optical absorption in quantum wells, and electron transport through model molecules.


ECE 726Advanced Feedback ControlUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 516
Advanced topics in dynamical systems and multivariable control. Current research and recent developments in the field.


ECE (PY) 727Semiconductor Thin Film TechnologyUNITS: 3
Prerequisite: ECE 404
Techniques and processes encountered in growth and characterization of epitaxial semiconductor thin films. Interactions of gases at solid interfaces and gas phase dynamics related to epitaxial processes. Example of growth techniques are: solution growth, molecular beam epitaxy and chemical vapor deposition. Film characterization includes electrical, structural, optical, and chemical techniques. Issues involved in epitaxial growth such as: lattice match, critical layer thickness, heterostructures, superlattices and quantum wells.


ECE 729Growth Of Thin Films From the Vapor PhaseUNITS: 3 - Offered in Spring Only, Offered Alternate Years
Prerequisite: ECE 530
Practical and basic aspects of single and polycrystal growth using chemical vapor transport processes. Emphasis on materials of interest in microelectronics and on experimental methods used to implement chemical vapor processes and to understand chemical vapor processes.


ECE 733Digital ElectronicsUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 546
In-depth study of digital circuits at the transistor level. Topics include fundamentals; high speed circuit design; low-power design; RAM; digital transceivers; clock distribution; clock and data recovery; circuits based on emergining devices. Project.


ECE 734Power Management Integrated CircuitsUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 511 and ECE 534
Review of modern power management converters and circuits; Review modeling and control of converters; Detail discussion of voltage and current mode controllers; Understanding of power converter losses and optimization method, as well as management of power; Integrated circuit design of various power management chips.


ECE 736Power System Stability and ControlUNITS: 3
Prerequisite: ECE 451 and ECE 750
Principles of FACTS (flexible AC transmission systems) and their applications. Power transmission on an AC system. Power system models for steady-state and dynamic analysis. Power system transient analysis for stability assessment. Voltage phenomena and methods for assessment.


ECE 737Characterization Of High-Speed DevicesUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 422
A laboratory in principles of microwave characterization and operation of microwave test equipment such as spectrum analyzers, power meters, detectors and network analyzers. Performance of measurements of impedance noise figure, equivalent circuit parameters and frequency response on various circuit elements and devices.


ECE 739Integrated Circuits Technology and Fabrication LaboratoryUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 538
An integrated circuit laboratory to serve as a companion to ECE 538. Hands-on experience in semiconductor fabrication laboratory. Topics include: techniques used to fabricate and electrically test discrete semiconductor devices, the effects of process variations on measurable parameters.


ECE 741Sequential MachinesUNITS: 3 - Offered in Fall Only
Prerequisite: ECE(CSC) 520
Advanced topics in sequential machine theory and languages, Turing machines, decision problems.


ECE 743High Performance Multicomputer ArchitectureUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 506
Cray T3D, nCUBE3, VPP500, Paragon, Cenju-3, SP2, Dataflow, K-2, DASH, Reconfigurable Mesh, Superpipeline-Superscalar, Hierarchical MIN, Cache for Vector Oricessubgm generalized hypercube, Hierarchical networks, Wormhole routing, neurocomputers, earth and space applications, seminars.


ECE 745ASIC VerificationUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 520
This course covers the verification process used in validating the functional correctness in today's complex ASICs (application specific integrated circuits). Topics include the fundamentals of simulation based functional verification, stimulus generation, results checking, coverage, debug, and formal verification. Provides the students with real world verification problems to allow them to apply what they learn.


ECE 746High Performance VLSI DesignUNITS: 3
Prerequisite: ECE 546
Design methods and principles for high speed digital systems. ASIC design using advanced CAD tools for logic synthesis, layout generation and testability. Packaging issues and choices. Design and analysis of high-speed interconnect. Timing analysis and optimization. Advanced technologies and design methods.


ECE 747Digital Signal Processing ArchitectureUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 513, Corequisite: ECE 520
Design of parallel algorithms and special purpose architectures for digital signal and image processing applications with emphasis on high-speed communications and computational engineering. Mapping digital signal and image processing algorithms to pipeline arrays, systolic arrays, wave-front arrays and other parallel architectures. Register transfer level design of application-specific and special-purpose digital processing systems.


ECE 751Detection and Estimation TheoryUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 514, ECE 421
Methods of detection and estimation theory as applied to communications, speech and image processing. Statistical description of signals and representation in time, spatial and frequency domains; Baysian methods, including Wiener, Kalman and MAP filters; performance measures; applications to both continuous and discrete systems.


ECE 752Information TheoryUNITS: 3
Prerequisite: ECE 514: Random Processes
An overview of Shannon's theory of information, which establishes fundamental limits on the performance of data compression and quantization algorithms, communication systems, and detection and estimation algorithms. Topics include information measures and their properties, information source models, lossless data compression, channel coding and capacity, information theory and statistics, and rate-distortion theory. Applications of information theory will also be discussed, including Lempel-Ziv data compression, vector quantization, error-correcting codes, satellite communications and high-speed modems.


ECE 753Computer Analysis Of Large-Scale Power SystemsUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 550
Computer-based matrix methods of analysis of large networks. Problem statements, algorithmic formulations and solution techniques emphasizing efficient use of the computer for short-circuit calculations, computations of power flows under normal and emergency conditions and stability studies. Linear programming and optimization methods in power system planning.


ECE 755Advanced RoboticsUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 555; MAE 544
Advanced robotics at its highest level of abstraction; the level of synthesizing human reasoning and behavior. Advanced tobotics deals with the intelligent connection of perception to action. At this level the subject requires knowledge of sensing(computer vision, tactile, sonar), and reasoning (artifical intelligence: machine learning, planning, world modeling). The advanced robotics course will be valuable for students who wish to work in the area.


ECE 756Advanced MechatronicsUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 556
A project-oriented course focusin on the design, analysis, and implementation of advanced mechatronics technologies, including large-scale distributed sensors, distributed-actuators, and distributed-controllers connected via communication networks.Will use unmanned vehicles as the project platform, with applications from sensors, actuators, network-based controllers, cameras, and microcontrollers. ECE 516 is recommended.


ECE 759Pattern RecognitionUNITS: 3 - Offered in Spring Only
Prerequisite: ECE(CSC) 514, ST 371, B average in ECE and MA
Image pattern recognition techniques and computer-based methods for scene analysis, including discriminate functions, fixture extraction, classification strategies, clustering and discriminant analysis. Coverage of applications and current research results.


ECE 761Design Automation For VLSIUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 546 VLSI Systems Design
VLSI CAD (computer-aids-to-design) tools research: physical design automation--layout, module generator, silicon compiler; optimization techniques: graph theory, simulated evolution, simulated annealing. Projects required.


ECE 762Advanced Digital Communications SystemsUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 515
An advanced graduate-level course in digital communications. Topics include signal design, equalization methods and synchronization techniques for realistic communication channels. Projects concentrate on literature review and computer simulations.


ECE 763Computer VisionUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 558 and ECE 514
Analysis of images by computers. Specific attention given to analysis of the geometric features of objects in images, such as region size, connectedness and topology. Topics include: segmentation, template matching, motion analysis, boundary detection, region growing, shape representation, 3-D object recognition including graph matching.


ECE 764Digital Image ProcessingUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 513, ECE 514
A study of advanced techniques of image processing. Image formation and perception, digitalization, Fourier transform domain processing, restoration and tomographic reconstruction.


ECE 765Fault Tolerant ComputingUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 521
Methods for designing highly reliable computer systems. Design project. Latest fault tolerance methods proosed in literature.


ECE 766Wireless Communications: Signal Processing PrinciplesUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 514, ECE 515
This course will treat the signal processing principles that underlie the advances in new wireless systems. Topics include: basic principles of radio communications (digital modulation; compression of speech; images and video; physical channel characteristics, multiple-access techniques and wireless networking); current and emerging wireless technologies (3G wideband CDMA, OFDM, wireless LANs, etc.); multiuser detection and interference supression; transmit diversity and beamforming; smart antennas and turbo space-time multiuser detection; and topics in MIMO systems.


ECE 767Error-Control CodingUNITS: 3
Prerequisite: ECE 514 Random Processes; linear algebra at the undergraduate level is strongly recommended
An introduction to the theory and practice of codes for detecting and correcting errors in digital data communication and storage systems. Topics include linear block codes, cyclic codes, cyclic redundancy checksums, BCH and Reed-Solomon codes, convolutional codes, trellis-coded modulation, LDPC and turbo codes, Viterbi and sequential decoding, and encoder and decoder architecture. Applications include the design of computer memories, local-area networks, compact disc digital audio, NASA's deepspace network, high-speed modems, communication satellites, and cellular telephony.


ECE 772Survivable NetworksUNITS: 3 - Offered in Spring Only
Principles of network and service continuity and related metrics; the theory of network availability, survivability, and restoration; a comprehensive coverage of network architectures, protocols, algorithms, and related technology for survivability; advanced topics in network survivability; hands-on experience in the implementation of protocols and software for survivable systems and the operation of survivable networks.


ECE (CSC) 773Advanced Topics in Internet ProtocolsUNITS: 3 - Offered in Spring Only
Prerequisite: CSC/ECE 573
Cutting-edge concepts and technologies to support internetworking in general and to optimize the performance of the TCP/IP protocol suite in particular. Challenges facing and likely evolution for next generation intenetworking technologies. This course investigates topics that include, but may be not limited to: Internet traffic measurement, characteriztion and modeling, traffic engineering, network-aware applications, quality of service, peer-to-peer systems, content-distribution networks, sensor networks, reliable multicast, and congestion control.


ECE (CSC) 774Advanced Network SecurityUNITS: 3 - Offered in Spring Only
Prerequisite: CSC/ECE 570, CSC/ECE 574
A study of network security policies, models, and mechanisms. Topics include: network security models; review of cryptographic techniques; internet key management protocols; electronic payments protocols and systems; intrusion detection and correlation; broadcast authentication; group key management; security in mobile ad-hoc networks; security in sensor networks.


ECE (CSC) 775Advanced Topics in Wireless NetworkingUNITS: 3 - Offered in Fall Only
Prerequisite: ECE/CSC 575
Reviews the current state of research in wireless networks, network architectures, and applications of wireless technologies; students will design, organize, and implement or simulate systems in a full-semester research project. For students with background in networking and communications who wish to explore research and development topics.


ECE (CSC) 776Design and Performance Evaluation of Network Systems and ServicesUNITS: 3 - Offered in Spring Only
Prerequisite: CSC(ECE) 570 and CSC(ECE) 579
Introduction to the design and performance evaluation of network services. Topics include top-down network design based on requirements, end-to-end services and network system architecture, service level agreements, quantitative performance evaluation techniques. Provides quantitative skills on network service traffic and workload modeling, as well as, service applications such as triple play, internet (IPTV), Peer-to-peer (P2P), voice over IP (VoIP), storage, network management, and access services.


ECE (CSC) 777Telecommunications Network DesignUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 570, ECE 579
Analytic modeling and topological design of telecommunications networks, including centralized polling networks, packet switched networks, T1 networks, concentrator location problems, routing strategies, teletraffic engineering and network reliability.


ECE (CSC) 778Optical NetworksUNITS: 3 - Offered in Fall Only
Prerequisite: CSC/ECE 573, CSC/ECE 576, CSC/ECE 579, CSC/ECE 570
A study of optical networks with wavelength division multiplexing (WDM) technology. Topics include: optical fiber and transmission technology; first generation optical networks (SONET); optical access networks; wavelength routing networks; related protocols and standards.


ECE (CSC) 779Advanced Computer Performance ModelingUNITS: 3 - Offered in Spring Only, Offered Alternate Years
Prerequisite: CSC, ECE or OR 761
In-depth study of computer performance modeling techniques such as exact and approximate analysis of queuing networks and direct and iterative numerical solutions of queuing systems.


ECE 781Special Studies In Electrical EngineeringUNITS: 3 - Offered in Fall and Spring
Opportunity for small groups of advanced graduate students to study topics in their special fields of interest under direction of members of graduate faculty.


ECE 782Special Studies In Electrical EngineeringUNITS: 3 - Offered in Fall and Spring
Opportunity for small groups of advanced graduate students to study topics in their special fields of interest under direction of members of graduate faculty.


ECE 783Computer Engineering Research PresentationUNITS: 1 - Offered in Fall and Spring
Prerequisite: Two semesters of ECE 803.
Students work with instructor to prepare and give a technical research presentation at the level similar to those given at an international research symposium. Students may not be enrolled in both 783 and 803 in the same semester.


ECE 785Topics in Advanced Computer DesignUNITS: 3 - Offered in Fall Only
Prerequisite: ECE 520, ECE 521
In depth study of topics in computer design; advantages and disadvantages of various designs and design methodologies; technology shifts, trends, and constraints; hardware/software tradeoffs and co-design methodologies.


ECE 786Topics in Advanced Computer ArchitectureUNITS: 3 - Offered in Spring Only
Prerequisite: ECE 521, ECE/CSC 506
In-depth study of research topics in computer architecture; mechanisms and their implementations; advantages and disadvantages of various mechanisms; technology shifts, trends, and constraints.


ECE 791Special Topics In Electrical EngineeringUNITS: 3 - Offered in Fall and Spring
Prerequisite: B average in technical subjects
Two-semester sequence to develop new courses and to allow qualified students to explore areas of special interest.


ECE 792Special Topics In Electrical EngineeringUNITS: 3 - Offered in Fall and Spring
Prerequisite: B average in technical subjects
Two-semester sequence to develop new courses and to allow qualified students to explore areas of special interest.


ECE 801Seminar in Electrical and Computer EngineeringUNITS: 1-3 - Offered in Fall and Spring


ECE 802Seminar in Ckts/SystUNITS: 1-3


ECE 803Seminar in Computer EngineeringUNITS: 1-3


ECE 804Seminar in Comm/Sig PRUNITS: 1-3


ECE 805Seminar in Solid StateUNITS: 1-3


ECE 833Individual Topics In Electrical EngineeringUNITS: 1-3 - Offered in Fall and Spring
Prerequisite: B average in technical subjects
Provision of opportunity for individual students to explore topics of special interest under direction of a member of faculty.


ECE 834Individual Studies In Electrical EngineeringUNITS: 1-3 - Offered in Fall and Spring
Prerequisite: Graduate standing
The study of advanced topics of special interest to individual students under direction of faculty members.


ECE 885Doctoral Supervised TeachingUNITS: 1-3 - Offered in Fall Spring Summer
Prerequisite: Doctoral student
Teaching experience under the mentorship of faculty who assist the student in planning for the teaching assignment, observe and provide feedback to the student during the teaching assignment, and evaluate the student upon completion of the assignment.


ECE 890Doctoral Preliminary ExaminationUNITS: 1-9 - Offered in Fall Spring Summer
Prerequisite: Doctoral student
For students who are preparing for and taking writte and/or oral preliminary exams.


ECE 893Doctoral Supervised ResearchUNITS: 1-9 - Offered in Fall Spring Summer
Prerequisite: Doctoral student
Instruction in research and research under the mentorship of a member of the Graduate Faculty.


ECE 895Doctoral Dissertation ResearchUNITS: 1-9 - Offered in Fall Spring Summer
Prerequisite: Doctoral student
Dissertation research.


ECE 896Summer Dissertation ResearchUNITS: 1 - Offered in Summer
Prerequisite: Doctoral student
For graduate students whose programs of work specify no formal course work during a summer session and who will be devoting full time to thesis research.


ECE 899Doctoral Dissertation PreparationUNITS: 1-3 - Offered in Fall Spring Summer
Prerequisite: Doctoral student
For students who have completed all credit hour, full-time enrollment, preliminary examination, and residency requirements for the doctoral degree, and are writing and defending their dissertations.