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Minnesota State University, Mankato
Minnesota State University, Mankato


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College of Science, Engineering & Technology
Department of Electrical and Computer Engineering and Technology

242 Trafton Science Center N

Department of Mechanical and Civil Engineering
205 Trafton Science Center E

The Engineering programs offer a Master of Science in engineering degree program. Students in this program may design their own program of studies by choosing courses from Electrical Engineering, Mechanical Engineering, Civil Engineering, Physics, Mathematics, and Computer Science. The program is designed to serve the following: those engineers in business and industry who want to continue their formal engineering education at the postgraduate level; new engineering graduates who want to increase their depth of knowledge and develop an area of specialization; those graduates from other related science and engineering disciplines who want to broaden their backgrounds by pursuing engineering studies at the graduate level.


Applicants to the electrical engineering program must meet the general admission requirements of the College of Graduate Studies. A BS in Engineering or a closely related field from an accredited program with a minimum GPA of 3.0/4.0 is required. GRE scores are also required and the quantitative section score must be at least 700/800. International applicants must possess a TOEFL score of at least 550

Applicants to the mechanical engineering program must meet the general admission requirements of the College of Graduate Studies. A BS in Mechanical Engineering from an ABET accredited program with a minimum GPA of 3.0/4.0, or a BS in a closely related field with a GPA of 3.0/4.0 and GRE results are required. Admitted applicants typically achieve scores of at least 700 on the quantitative section of the GRE.

Applicants from a non-ABET accredited program will be required to take the ME291 Engineering Analysis course as a pre-requisite during their first semester.

International applicants will only be accepted for admission for the Fall semester.

 Financial Assistance

A limited number of graduate teaching assistantships are available for those individuals with substantial laboratory experience in Electrical or Mechanical Engineering or related fields. Research assistantships may be available to exceptional candidates. Half-time and quarter-time assistantships include tuition waivers (18 credits maximum). It is recommended that applications for financial assistance be made by February 28 because announcements are typically made prior to the end of April for the Fall semester.

Master of Science in Engineering (Mechanical )

(Thesis option: 32 credits; Alternate Plan Paper option: 34 credits; Design option: 32 credits)

The engineering programs offer a Master of Science in Engineering (MS) degree with specializations in either Mechanical or Electrical Engineering. The MS for Mechanical Engineering carries forward the philosophy of our undergraduate program and is devoted to producing application oriented mechanical engineers. Our programs are built to provide students with experiences and opportunities for growth.

The Mechanical Engineering program is designed to serve the following constituencies:

  • New engineering graduates who want to increase their depth of knowledge before entry into the engineering workforce.
  • Engineers in business and industry who want to continue their formal engineering education at the postgraduate level.
  • Engineering graduates interested in research or pursuing a future doctorate.

Engineering Program Options

To satisfy the various needs of our students and industry, the program has three Engineering capstone options available:

  1. Thesis Option - The thesis option requires 32 credit hours of which 3-6 credit hours are devoted to thesis research. This option is ideal for students wanting to gain more research exposure.
  2. Alternate Plan Paper - This option requires a total of 34 semester credit hours with 1-2 credit hours devoted to the preparation of an alternate plan paper. This option is ideal for students intending to enter or return to the engineering workforce.
  3. Design Option - The design option requires 32 credit hours of which 3-6 credit hours are devoted to a formal design project. The design project is comparable in scope to a research thesis. This option is ideal for students who have been or are currently in the engineering workforce.

Global Solutions in Engineering and Technology Graduate Certificate

9 credits

Common Core
ME 594 Global Experience in Engineering and Technology 1
Restricted Electives
CMST 613 Advanced Intercultural Communication 3
GEOG 620 Issues in Cultural Geography 1-4
MBA 674 International Management 2
SOC 530 Sociology of Globalization 3


Electrical Engineering (Master of Science Degree)

32 credits

Common Core
EE 600 Design Methods 3
Restricted Electives

Thesis Track
Thesis Track requires a total of 32 credits.
Electrical Engineering Coursework
Choose 17 - 20 Credit(s)
A limit of 6 credits combined can come from EE 695 and EE 677

EE 500 - 698 Range excludes EE 597, EE 600, EE 694, EE 697, EE 699.
Supporting Field Coursework
Choose 9 Credit(s).

CHEM 500 - 699 Coursework requires approval of advisor.
CIVE 500 - 699 Coursework requires approval of advisor.
CS 500 - 699 Coursework requires approval of advisor.
EE 500 - 699 Courses used to satisfy Supporting Field electives must exclude EE 695, EE 697, EE 699 and EE 597.
MATH 500 - 699 Coursework requires approval of advisor.
MDSM 500 - 699 Coursework requires approval of advisor.
ME 500 - 699 Coursework requires approval of advisor.
PHYS 500 - 699 Coursework requires approval of advisor.
STAT 500 - 699 Coursework requires approval of advisor.
Capstone Coursework
Choose 3 - 6 Credit(s)


Combined Degree (BS and MS) Program

Students planning on completing their MS degrees in Engineering at MSU may be granted permission to take classes that would count toward their Master of Science Degree. In order to be granted permission for this option, students must declare their intent to complete their MS following their BS in engineering degrees and be "conditionally qualified" for a graduate program. Upon being accepted, students will be assigned a graduate committee by the department. Students need to be aware that acceptance into this option does not guarantee them automatic admission into the graduate school. In particular, students must complete their BSME, BSEE, or BSCE with a 3.0 GPA, and apply to be admitted as per the existing graduate school policy. Please contact the Department Graduate Coordinator for detailed information.

General Requirements

Each student must pass the comprehensive exam in order to graduate. The comprehensive exam will be given twice a year and each student has two opportunities to pass the exam. Students planning to take the comprehensive exam must submit a completed Written Comprehensive Examination Request and Report form to their department graduate coordinator. This request must be made one month before the exam in each semester. Students must complete at least 24 credits before they can take the comprehensive exam. The exact date will be posted on Department Bulletin Boards.

Required Thesis or Alternate Plan Paper

  • EE694 – APP(1) or
    ME694 – APP (1)
  • EE699 – Thesis/Design (3-6) or
    ME699 – Thesis/Design (3-6)


Course Descriptions

Mechanical Engineering

ME 516 (3) Thermal/Fluid Systems Design

The application of the principles of thermodynamics, fluid mechanics, and heat transfer to the design and analysis of selected energy systems of current interest, such as nuclear, solar, geothermal, and also conventional systems. Lecture and design projects.

Prerequisite: ME 324, ME 329

ME 518 (3) Mechanical Systems Design

The application of mechanics to the design and analysis of motion and force transmitting systems. Optimal design.

Prerequisite: ME 417

ME 520 (3) Computer Aided Engineering

Theoretical background and practical use of both solid modeling techniques and finite element analysis are provided. The course covers the major features and feature manipulation techniques. It also provides a background in deriving, understanding and applying the stiffness matrices and finite element equations for various types of finite elements and systems. Static stress analyses, sensitivity studies and optimization studies are covered. It includes additional cases beyond ME 420. Includes significant design component.

Co-req: senior standing in ME

ME 522 (3) Mechanics of Composite Materials

Introduce anisotropic mechanics theories, engineering application of various composite materials, mechanical behaviors and fabrication of composites, experimental and theoretical approach for composite designs, contemporary issues such as nano/microcomposites. Prerequisite: ME 223

ME 526 (3) Aerosol Theory and Technology

Introduction to the theory of aerosols and particulate systems. Properties, behavior, and physical principles of aerosols; including particle size statistic, Brownian motion and diffusion, and coagulation. Application in areas such as environmental systems, respiratory deposition, bioterrorism, and materials processing. PRE: ME 324.

ME 529 (3) Energy Conversion

Methods of energy conversion. Topics may include hydroelectric, geothermal, wind and solar power generation, as well as unconventional methods of energy conversion. Term design problems.

Prerequisite: ME 324, ME 329

ME 533 (3) Design for Manufacture & Assembly

Current design for assembly (DFA) techniques are discussed. Both "manual" and software approaches are utilized, and enforced with numerous examples. Design for manufacturability (DFM) is addressed for many common manufacturing processes including: sheet metal, casting, forging, plastics, machining, snap fits, elastomers, surface finishes/protective finishes, powdered metal, and extrusions. Recent DFM software is utilized. Class project required.

ME 539 (3) Air Conditioning & Refrigeration

Refrigeration cycles and equipment, refrigeration properties, heating and cooling loads, psychometric analysis of air conditioning. Distribution of air conditioning medium and air quality as applied to design.

Prerequisite: ME 324, ME 329

ME 540 (3) Introduction to Computational Fluid Dynamics 

This course introduces the numerical methods used for solving partial differential and integral equations of the type commonly occurring in fluid mechanics and heat transfer. The course provides a background in geometry and mesh generation, solution processes, and post-processing. Error control and numerical stability will be discussed. Numerical solutions for selected problems in fluid mechanics and heat transfer will be derived. Students will learn to use a commercial CFD software package. Includes significant design component. 

ME 550 (3) Finite Element Method

Energy method and residual approaches, 2D and 3D problems, in stress analysis, application to steady and transient heat flow, hydrodynamics, creeping flow, solution methods.

Prerequisite: ME 323 and ME 324

ME 563 (3) Automatic Controls

Analysis of control systems using the methods of Evans, Nyquist, and Bode. Improvement of system performance by feedback compensation. Introduction to digital control.

Prerequisite: ME 341

ME 564 (3) Mechatronics

Synergistic combination of mechanical engineering, electronics, controls and programming in the design of mechatronic systems. Sensors, actuators and microcontrollers. Survey of the contemporary use of embedded microcontrollers in mechanical systems, case studies. Pre: ME 417, ME 463

ME 591 (1-4) In-Service

Individual studies of problems of special interest. Open only to advanced students.

ME 594 (1) Global Experience in Engineering and Technology

This class will provide students pursuing a certificate in ”Global Solutions in Engineering and Technology” with an opportunity to explore a set of topics related to achieving success either in advance of or following an international experience (internship, study abroad, etc.). Speakers will include faculty, graduate students, visiting researchers and industry members as well as student participants. Returning students will be required to participate in mentoring of students preparing for their international experience and provide written and/or oral presentations of various topics during the semester. This course is to be required either before or after participation in the international experience.

ME 597 (1-6) Internship

ME 599 (1-6) Individual Study

ME 600 (1) Research Methods in Mechanical Engineering 

This course will address both qualitative and quantitative research methods in mechanical engineering. The methodology and design of a research study will be covered. Standards for formatting journal papers, thesis documents, and presentations will be discussed. Papers and presentations will be given by students in the course and faculty. This course is intended for students at the start of their graduate program and may be repeated near completion when they are working on their final thesis. 

ME 601 (3) Advanced Computational Methods in Engineering

Numerical methods for solving linear systems of equations, solution of non-linear equations, data interpolation, numerical differentiation, numerical integration, numerical solution of ordinary and partial differential equations.

ME 602 (3) Advanced CAE

Investigation, review, and application of emerging computer aided tools for engineering. Advanced FEA; optimization.

Prerequisite: ME 323, ME 324

ME 603 (3) Computational Fluid Mechanics and Heat Transfer

Numerical methods (finite difference, finite volume, finite element) used for solving partial differential and integral equations of the type commonly occurring in fluid mechanics and heat transfer. Numerical solutions for selected problems in fluid mechanics and heat transfer. Use of CFD software.

ME 604 (3) Advanced CAD Techniques

This course helps the students develop an ability to define optimal design methodologies that will best implement the design intent and generate efficient designs. Various problems involving the use of modern, high-end industry standard software systems will be solved. Pre : ME 520.

ME 605 (3) Analysis and Design of Propulsion Systems

Prepares student to engage in analysis and design of modern propulsion systems. It is centered on the fundamentals of jet propulsion. Topics include: Thermodynamic cycle of the jet engine, Gas generator, Inlet, Compressor, Combustion Chamber, Gas Turbine, Nozzle, Afterburning Engines, Losses and performance estimation. Principles of construction, types of systems. Pre: ME 321, ME 329.

ME 606 (3) Engineering Aerodynamics

This course deals with the principles and theory of flying of heavier-than-air machines. Topics include: Properties of the atmosphere, basic lift theory, aerodynamics of the airplane, moments acting on the airplane, fundamental principles of aircraft stability and control, introduction to performance estimation (takeoff, landing, climb , cruise, maneuverability). Introduction to supersonic flight. Pre: ME 321.

ME 612 (3) Reinforced Polymers

Mechanics, materials analysis, fabrication, characterization, performance of Reinforce Polymers.

Prerequisite: ME 303

ME 623 (3) Experimental Stress Analysis

Review of elastic stress-strain relationships; application of fundamental concepts of static and dynamic strain measurements by electrical means; theory and use of resistance gages, strain gage circuits and recording instruments; rosette analysis. Introduction to phototelasticity.

Prerequisite: ME 323 .

ME 677 (1-6) Individual Study

ME 682 (1) Mechanical Engineering Graduate Seminar

Presentation and discussion of student research progress as well as topics important to the professional engineering field. May include guest speakers, tours, and student presentations. May be retaken with change in topic.

ME 687 (1) Mechanical Engineering Practicum

Practical experience in the various activities of a practicing engineer. Admission to the ME program required. Can be repeated for a max of 3 credits of ME687 and ME697 combined.

ME 691 (1-4) In-Service: Technical Elective

ME 694 (1) Alternate Plan Paper Research

ME 697 (1-3) Advanced Mechanical Engineering Internship

Supervised lab or industry field work in an area related to the individual's field of study beyond the Bachelor's degree. Admission to the ME program required. Can be repeated for a max of 3 credits of ME687 and ME697 combined.

ME 699 (1-4) Thesis

Civil Engineering

CIVE 532 (3) Properties of Concrete

Selected studies in the properties and design of concrete mixtures, cement chemistry, concrete durability, specialty concretes, concrete construction, admixtures, and quality control. Prerequisites: CIVE 436 or consent of instructor.

CIVE 552 (3) Open Channel Flow

Analysis of open channel flow systems. Includes natural channels, designed channels, flow transitions, steady flow, unsteady flow, uniform flow, and non-uniform flow. Prerequisites: CIVE 350.

CIVE 554 (3) Hydraulic Structures

Analysis and design of water regulating structures. Includes dams, spillways, gates, dikes, levees, stillin gbasins, water distribution systems, and various simpler structures. Environmental impacts of hydraulic structures are discussed throughout the course. Prerequisite: CIVE 350.

CIVE 558 (3) Storm Water Management

Application of fluid mechanics and hydrology to the design of storm water management facilities. Prerequisite: CIVE 350.

CIVE 561 (3) Fundamentals of Pavement Design

Performance and design of rigid, flexible, and composite pavement structures with emphasis on modern pavement design procedures. Principles of pavement maintenance and rehabilitation, and pavement management systems. Materials characterization, tests, quality control, and life cycle cost analysis. Prerequisite: ME/CIVE 23, CIVE 360, and CIVE 370.

CIVE 567 (3) Earth Structures

Design and construction of traditional embankments, including slope stability analysis; earth and rock fill dams, including introduction to seepage analysis; excavations, earth retaining structures, and other geotechnical structures. Geotechnical software application in analysis and design. Pre: CIVE 360.

CIVE 571 (3) Highway Planning and Design

Introduces the classification and design process of highways; development and use of design controls, criteria, and highway design elements design of vertical and horizontal alignment, and establishment of sight distances design of cross-sections, intersections, and interchanges. Prerequisite: CIVE 271 and CIVE 370.

CIVE 576 (3) Planning and Design of Airports

Development and design of airport facilities and the integration of multiple disciplines including runway orientation and capacity, terminal facilities, forecasting, planning, noise, airspace utilization, parking, lighting, and construction. Prerequisite: CIVE 370

CIVE 581 (3) Water & Wastewater Treatment, Collection and Distribution

Overview of municipal water and wastewater treatment and distribution practices Application of chemical, biological and physical principles to design and operation of water and wastewater treatment and distribution systems. Prerequisite: CIVE 380

CIVE 582 (3) Utility Pipeline Inspection, Repair and Rehabilitation

Design and implementation of inspection plans, repairs and rehabilitation of sewer, storm drainage and drinking water supply pipelines. Consideration of performance, logistics and cost implications of all available methods.
Prerequisites: CIVE 380

CIVE 594 (1) Global Experience in Engineering and Technology

This class will provide students pursuing a certificate in ”Global Solutions in Engineering and Technology” with an opportunity to explore a set of topics related to achieving success either in advance of or following an international experience (internship, study abroad, etc.). Speakers will include faculty, graduate students, visiting researchers and industry members as well as student participants. Returning students will be required to participate in mentoring of students preparing for their international experience and provide written and/or oral presentations of various topics during the semester. This course is to be required either before or after participation in the international experience.

Electrical Engineering

EE 539 (4) Electronics for Non-Electrical Engineering Majors

EE 550 (3) Engineering Economics

Overview of accounting and finance and their interactions with engineering. Lectures include the development and analysis of financial statements, time value of money, decision making tools, cost of capital, depreciation, project analysis and payback, replacement analysis, and other engineering decision making tools.

EE 553 (3) Advanced Communication Systems Engineering

Fundamentals of RF, microwave, and optical communication systems. Advances information theory. Digital modulation techniques. Phase-lock loop receivers and frequency synthesizers. Characterization of digital transmission systems. Equalization. Synchronization. Coding. Data compression. Nonlinear system analysis. Amplitude and phase distortion. AM-PM conversation. Intermodulation and cross-modulation. Advanced spread spectrum systems.

EE 562 (3) Advanced Digital Systems

A study of finite-state machine design, hardware description language, processor datapath design, principles of instruction execution, processor control design, instruction pipelining, cache memory, memory management, and memory system design.

EE 567 (2) Principles of Engineering Design I

EE 570 (3) Wireless Networking 

The features, data rate, frequency range, and operation of several wireless networking protocols such as Wi-Fi, Low Energy Bluetooth, Near Field Communication, Radio frequency Identifier (RFID), Threads, and ZigBee that can be used to implement Internet of Things (IoT) are introduced. The electrical, functional, and procedural specifications of Wi-Fi are then examined in detail. The programming and data transfer using the hardware Wi-Fi kit are carried out to demonstrate the versatility of this protocol. 

EE 571 (3) Advanced Control Systems

Develops design and analysis techniques for continuous and discrete time control systems, including pole placement, state estimation, and optimal control.

Prerequisite: EE 358 and 368

EE 572 (3) Digital Signal Processing

Develops design and analysis techniques for discrete signals and systems via Z-transforms, implementation of FIR and IIR filters. The various concepts will be introduced by the use of general and special purpose hardware and software for digital signal processing.

Prerequisite: EE 341

EE 573 (3) Electrical Power Systems Analysis and Design

Power generation, transmission and consumption concepts, electrical grid modeling, transmission line modeling, electric network power flow and stability, fault tolerance and fault recovery, economic dispatch, synchronous machines, renewable energy sources and grid interfacing.

EE 575 (3) Integrated Circuit Engineering

Introduction to theory and techniques of integrated circuit fabrication processes, oxidation, photolithography, etching, diffusion of impurities, ion implantation, epitaxy, metallization, material characterization techniques, and VLSI process integration, their design, and simulation by SUPREM.

Prerequisite: EE 303 and EE 332

EE 574 (4) Power Electronics

Principles, design and analysis of electrical power conversion and control systems, including the use of software tools for modeling, simulation and analysis of power electronic systems.

EE 576 (3) Antennas, Propagation, & Microwave Engineering

Principles of electromagnetic radiation, antenna parameters, dipoles, antenna arrays, long wire antennas, Microwave antennas, Mechanisms of radiowave propagation, scattering by rain, sea water propagation, guided wave propagation, periodic structures, transmission lines, Microwave millimeter wave amplifiers and oscillators, MIC & MMIC technology.

Prerequisite: EE 408

EE 577 (2) Principles of Engineering Design II

EE 578 (1-4) Topics in Engineering

EE 579 (3) Superconductive Devices

Magnetic and superconducting properties of materials, microscopic theory of superconductivity, and tunneling phenomenon. Josephson and SQUID devices, survey of computer memories, memory cell and shift register, A/D converters, and microwave amplifiers. Integrated circuit technology and high temperature superconductors.

Prerequisite: EE 303

EE 580 (1) Integrated Circuit Fabrication Lab

Introduction to integrated circuit fabrication processes, device layout, mask design, and experiments related to wafer cleaning, etching, thermal oxidation, thermal diffusion, photolithography, and metallization. Fabrication of basic integrated circuit elements including PN junction, resistors, MOS capacitors, BJT and MOSFET in integrated form. Use of analytic tools for in-process characterization and simulation of the fabrication process by SUPREM.

Prerequisite: EE 4/575 or concurrent with EE 4/575

EE 581 (1) VLSI Design Laboratory

Laboratory to accompany EE 584 VLSI design. Individual IC design projects will be assigned using IC layout tools and simulation software. Culminates in a group project fabrication under MOSIS.

Prerequisite: concurrent with EE 584

EE 584 (3) VLSI Design

VLSI technology. MOS and Bipolar transistor theory, SPICE models. Transistor structure and IC fabrication processes; layout design rules. Custom CMOS/BICMOS logic design and layout topologies; cell layout/chip partitioning/clocking. Bipolar/MOS analog circuit design and layout. Group design project. Library research study.

Prerequisite: EE 303 and EE 333

EE 589 (4) Real-time Embedded Systems

This course introduces students the recent advances in real-time embedded systems design. Topics cover real-time scheduling approaches such as clock-driven scheduling and static and dynamic priority driven scheduling, resource handling, timing analysis, inter-task communication and synchronization, real-time operating systems (RTOS), hard and soft real-time systems, distributed real-time systems, concepts and software tools involved in the modeling, design, analysis and verification of real-time systems.

EE 591 (1-4) In-Service

EE 597 (1-6) Internship

EE 600 (3) Design Methods

Application of EE computer modeling and simulation tools. Design of experiments, Taguchi methods, automated data acquisition, and analysis methods.

EE 601 (3) Linear Systems Analysis

This course covers the analysis of continuous and discrete multivariate systems, linear models of stochastic and non-stochastic systems, and analog and digital sampled data systems. Issues examined include controllability, stability, observability, tensor properties, signal spectra, state equations, optimization, and computer simulation. A variety of case studies of advanced systems also examined.

Prerequisite: BS EE including undergraduate level systems analysis course work

EE 603 (3) Non-Linear System Analysis

This course covers the analysis of non-linear continuous and discrete systems and devices. Topics covered include non-linear circuit analysis, non-linear stochastic and non-stochastic system models, limit cycles, oscillators, stability, non-linear wave functions. Computer simulation will be utilized in conjunction with selected case studies in advanced non-linear systems.

Prerequisite: BS EE including undergraduate level systems analysis course work

EE 611 (3) Computer Hardware Algorithms

Study of major paradigms used in the evaluation and execution of algorithms. Algorithm analysis will include complexity measure, hardware requirements, organization and storage system requirement.

EE 612 (3) Computer Architecture Design

A treatment of computer architecture covering new technological developments, including details of multiprocessor systems. Special emphasis will be devoted to new concepts. Architectures of FPGAs and CPLDs will be explored and Hardware Description Languages such as VHDL and VERILOG will be used in project assignments.

EE 613 (3) Parallel Processors

Computer architecture for parallel processors designed for high computation rates. Primary emphasis is on image processing, pattern recognition, etc. Performance of various systems with regard to interconnect network, fault tolerance, and programming.

EE 614 (3) Advanced Embedded System Design

This course covers the programming model of a contemporary microprocessor/microcontroller. The course encompasses the interfacing and applications of parallel and serial I/O devices using the parallel and serial ports such as SPI, I2C, and CAN. Industrial standard interface such as USB and Ethernet would be discussed. Development tools would be reviewed and used in projects. Multi-tasking and real-time kernel would be presented and projects would be assigned. Memory technologies and expansion issues would be reviewed and taught.

EE 615 (3) Programmable Logic Design

Programmable logic design, simulation, synthesis, verification, and implementation using a Hardware Description Language (HDL), industry standard tools, and prototyping hardware. Mixed-level modeling including gate-level, data flow and behavioral levels. HDL language constructs and design techniques. Logic timing and circuit delay modeling. Programming Language Interface (PLI). Advanced verification techniques.

EE 620 (3) Advanced Embedded Networking

Study the ZigBee and IEEE 802.15.4 wireless specifications and develop embedded products with wireless communication capabilities for sensor intensive and control applications. An 8-bit or a 16-bit microcontroller will be used to implement the target hardware and software.

EE 621 (3) Advanced Engineering Electromagnetics

Wave equations, solutions, wave propagation and polarization, reflection and transmission, rectangular wave guides and cavities, strip line and microstrip lines, and geometric theory of diffraction.

Prerequisite: EE 350 or equivalent

EE 622 (3) Microwave Engineering

Active and passive microwave devices, microwave amplifiers and oscillators, microwave filters, cavity resonators, microwave antennas, microwave receivers, microwave transmitters.

EE 623 (3) Radiation & Optical Electronics

Coherent and incoherent radiation, optical resonators, laser oscillators and amplifiers, propagation in optical fibers, integrated optical dielectric wave guides, semiconductor lasers, wave propagation in anisotropic, and non linear media, detection and noise.

Prerequisite: EE 350 or equivalent

EE 632 (3) Noise & Information Theory

Selected topics in the theory of probability and statistics. Spectral analysis. Rayleigh, Rician, Gaussian, and Poisson processes. Noise figure. Signal-to-noise ratio requirements for analog and digital communications, remote sensing, radar and sonar. Random signals in linear and nonlinear systems. Signal-to-noise enhancement techniques. Source encoding. Shannon's theorems.

EE 633 (3) Digital Communications

Digital communication system modulation techniques. A/D conversion. Additional noise sources from sampling and encoding. Error detection and correction. Speech encoding. Data compression. Data networks. Companding. Multiplexing. Packet switching. Performance of digital base band. Digital Signal Processing. Digital system design trade-offs.

EE 642 (3) Advanced Integrated Circuit Engineering

Principles of silicon integrated circuit fabrication processes and design limitations. Process modeling, crystal growth, oxidation, implantation, diffusion, deposition. Processing of bipolar and MOS devices and circuits. Photolithography and design rules. Introduction to GaAs technology. Use of SUPREME.

Prerequisite: EE 4/575

EE 643 (3) Advanced VlSI Design

Design and layout of passive and active electronic devices in silicon integrated circuits, both digital and analog. CMOS and bipolar circuit design principles will be developed. Assembly techniques and process control measurements and testing for yield control will be introduced.

Prerequisite: EE 4/584

EE 644 (3) Fundamentals of Nanoscale Transistors

This course will introduce students to nanotechnology, and focus on the atomic conduction in material leading to the fundamentals of nanoscale transistors. Models for nanoscale devices, processes, and circuit considerations in the development of integrated circuits.

EE 651 (3) Biomedical Engineering I

Mathematical modeling of living systems. Entropy and information. Thermodynamic constraints. Feedback and feed forward mechanisms in metabolic processes. Metabolic heat generation and loss. Energy flow in living systems. Atomic and molecular bonds in biological systems. Engineering analysis of the cardiovascular, renal, immune, endocrine and nervous systems; analysis of specific disease states.

EE 652 (3) Biomedical Engineering II

Physiological transport phenomena (intercellular, intracellular and membrane transport), strength and properties of tissue, bioelectric phenomena, muscle contraction, cardiovascular and pulmonary mechanics, design of artificial organs, diagnostic tools, therapeutic techniques in the treatment of cancer, material compatibility problems in prosthetics, and ethical dilemmas in biomedicine.

Prerequisite: EE 651

EE 663 (3) Advanced Communication Systems

Fundamentals of RF, microwave, millimeter wave, and optical communication systems. Link power budgets. Bandwidth constraints. Phase-locked loop receivers. Matched filters. Spread spectrum communication systems. Modulation formats. Comparison of active and passive sensing systems. Signal processing.

EE 672 (3) Modern Digital Filters

Students will be introduced to Statistical Signal Processing. Weiner filters and Adaptive filters will be studied. Methods of steepest descent algorithm and the least squares algorithm. Applications of these filters using special purpose software for digital signal processing.

EE 674 (3) Advanced Control Systems II

Develops analysis and design techniques for multivariable feedback systems. Definitions of poles and zeros of multivariable systems are established. Study of design methods such as LQG, Youla parametrization and H optimal control.

EE 677 (1-4) Individual Study

Regular courses offered on demand by agreement with individual faculty members on an individual basis.

EE 680 (3) Engineering Applications of Game Theory

Concepts of decision theory, utility theory and multi-person games. Cooperative and non-cooperative games, Nash equilibrium, zero and non-zero sum games, applications to robotics, networks, telecommunications, etc. Matrix payoff and matrix reduction methods.

EE 691 (1-4) In-Service

EE 694 (1) Alternate Plan Paper

Alternate plan paper preparation.

EE 695 (1-5) Research

Thesis research.

EE 697 (1-4) Design Project

Design project completion and design paper preparation.

EE 698 (1-4) Topics

Varied topics in Electrical and Computer Engineering. May be repeated as topics change.

EE 699 (1-4) Thesis/Design Option

Thesis preparation.