Parameter optimization; optimization problems for deterministic systems; calculus of variations on optimal control; maximum principle of Pontryagin; dynamic programming; numerical solution of optimal programming and control problems; singular solutions. Michigan Engineering | University of Michigan 1221 Beal Avenue. This course cannot be taken with ECE500. View on Map. (W), ECE644 Advanced Robotics 3 Credit Hours, This course covers advanced topics related to current research in algorithms and artificial intelligence for robotics such as planning and control issues for robotic systems, taking into account the math and algorithms underneath state-of-the-art robotic systems. However, students will be expected to generalize the concepts for other CPSs. (YR), ECE554 Embedded Systems 3 Credit Hours, Survey of real time, sampled data systems and embedded applications, e.g. Integrated smart sensors and actuators. The basic limitations and alternatives for communications signaling are studied, using appropriate mathematical tools. Numeric representations and arithmetic concepts are discussed, which include fixed-point and floating-point representation of numbers, native data word width, and IEE-754 floating-point representation. This course will also discuss some specific topics in robotics research, including robot manipulators, mobile and walking robots, and robot hands, in which we will see how the above principles and methods are being used together. Nuclear Engineering & Radiological Sciences. Curriculum requirement sheets and sample course sequences are available through the Office of Advising and Academic Success. The purpose of this course is to provide students with advanced techniques for generation and control of movement of a humanoid robot itself and its motion to change the environment. & Sys. This course will cover fundamental concepts of information engineering, including theoretical concepts of how information is measured and transmitted, how information is structured and stored, how information can be compressed and decompressed, and information networks such as social networks, affiliation networks and online networks, mathematical theories of information networks. Edit your . Three hours per week. Three lecture hours per week. The PDF will include all information unique to this page. We've pulled together some statistics and other details to help you see how the EE program at University of Michigan - Dearborn stacks up to those at other schools.. UM Dearborn is located in Dearborn, Michigan and approximately 8,783 students attend the school each year. Three lecture hours per week. This degree program is available both on campus and online. It will include ignition systems and controls, amplifiers, frequency characteristics of electronic circuits, feedback in electronic systems and stability, power electronics and motor drive controls (DC/DC and DC/AC converters) and EMC issues. Prerequisite(s): ECE478 or CIS450 or IMSE450, ECE579 Intelligent Systems 3 Credit Hours. Concentration Courses (9 to 11 credits), Interim Chair and Associate Professor, Electrical and Computer Engineering, Administrative Assistant Intermediate, Electrical and Computer Engineering, Student Administrative Assistant Senior, Electrical and Computer Engineering, 2050 - Institute for Advanced Vehicle Systems Building, Professional Development and Career Preparation, Industrial and Manufacturing Systems Engineering, College of Engineering and Computer Science, Dual BSE in Electrical Engineering and Computer Engineering, Ph.D. in Electrical, Electronics, and Computer Engineering, D.Eng. Part of the coursework involves a project concerning the analysis and design of a multimedia-based system. Associate Professor. This course introduces important theory and modern technology in robot vision. Three lecture hours per week. Take any two Additional ECE courses at the graduate level. Finally, the requirements of EDV and renewable energy application examples will be explained. Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Electrical Engineering, Computer Engineering, ECE5001 Analytic and Comp Math 3 Credit Hours, Full Title: Analytical and Computational Mathematics For each subsytem, the discussion includes relevant methods for understanding and constructing the model of the environment or planning and controlling the motion of the robot. The focus of this class is on protection of radial fed system, fault studies and arc-flash calculations. Possible areas include medical imaging, advanced concepts in morphology, stereovision, shape form shading, and active vision. (F), Prerequisite(s): ECE473 or ECE4951 or ECE554, Restriction(s): Can enroll if Class is Graduate or DoctorateCan enroll if College is Engineering and Computer Science, ECE5543 Embedded System Security 3 Credit Hours, This course introduces fundamental concepts of information security and threat models. Our excellence and impact comes through in the work of our two divisions. ECE569 Computer-Based Automation 3 Credit Hours. This course covers advanced technologies in power electronics with emphasis on hybrid vehicle and renewable applications. & Privacy for Smart Grids 3 Credit Hours, Full Course Title: Security and Privacy for Smart Grids Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Mechanical Engineering, Electrical Engineering, Industrial & Systems Engin, Computer & Information Science, Computer Engineering, ECE614 Ctrl Networks for Embedded Sys 3 Credit Hours. Mar 2009 - Aug 202213 years 6 months. PN junctions, bi-polar and field-effect transistors. Dissertation work by a pre-candidate student in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. Simulating machine and process operations. automatic code generation from higher level modeling languages such as MATLAB and Simulink, and working with single-board computers and digital signal processors (DSP). This course will give students an introduction to power electronics technology, such as converter analysis and design. The course will cover topics such as electrified powertrain configurations. Three lecture hours per week. (W.YR), Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate, ECE5544 Intro. ECE592 Directed Research 1 to 3 Credit Hours, Special problems centered on developing experimental skills. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. ECE585 Pattern Recognition 3 Credit Hours. The course will cover basic devices and applications in Electromagnetic waves. Algorithms and methods for video and audio processing and effects will be reviewed. In consultation with a faculty advisor a student will prepare a proposal describing the work to be performed for approval by the department. Much of the course aims to cover existing sensing modalities, e.g., LIDAR, Radar, Ultrasonic, Camera, Microphone, etc. College of Education, Health, and Human Services, College of Engineering & Computer Science, Automotive Noise, Vibration and Harshness, Electrical, Electronics, and Computer Engineering, Engineering of Electrified Vehicular Systems, Intelligent Systems in Engineering Applications, CollegeofEngineering&ComputerScience, The Regents of the University of Michigan. Restriction(s): Can enroll if Level is Doctorate or Specialist or Graduate or, ECE5542 Embedded Sig Proc and Control 3 Credit Hours, This course bridges the gap between embedded software engineering principles and theoretical Students must maintain a cumulative GPA of 3.0 or higher in every semester. This includes such things as motors, transistors, integrated circuits, and lasers as well as larger physical systems for which these are components: electrical power generating and distribution systems, communication networks, and computers. View the University of Michigan profile of Xuan Zhou. All supplemental items must be submitted for an exception to be considered. Students may be placed on probation, if their cumulative GPA falls below 3.0. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Computer Engineering, Software Engineering, Industrial & Systems Engin, Mechanical Engineering, Computer & Information Science, Electrical Engineering, ECE691 Adv Directed Studies 1 to 3 Credit Hours. Introduction to the fundamental concepts of data mining including data exploration, pre-and post-processing, OLAP, predictive modeling, association analysis, and clustering. The course will cover computer simulations of various neural network models and simulations. (Not open to students with EE degree. This course will provide an introduction to computer and human interface and AI, user-interface design from design principles and cognitive perspectives. Three lecture hours per week. Representative topics include: Intelligent systems design, training and evaluation, decision trees, Bayesian learning, reinforcement learning. (F, W). Restriction(s): Can enroll if Level is Rackham or GraduateCan enroll if Major is Software Engineering, Industrial & Systems Engin, Mechanical Engineering, Computer Engineering, Electrical Engineering, ECE505 Intro to Embedded Systems 3 Credit Hours. Various solution approaches will be covered including statistical methods and neural network-based methods. Topics include fuzzy set theory, applications to image processing, pattern recognition, artificial intelligence, computer hardware design, and control systems. This course covers selected topics in applied mathematics useful in science and engineering fields, including: solution of linear equations, polynomial interpolation and approximation, solution of nonlinear equations, roots of polynomials, resultants, approximation by orthogonal functions (includes Fourier series), ordinary differential equations, optimization, calculus of variations, probability and stochastic processes, computational geometry, and differential geometry. Case Studies will be presented to illustrate a variety of applications. EECS at Michigan Established. Course work includes building up a SaaS project. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. The course will also cover basics of cryptography and coding theory. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or, ECE584 Speech Processes 3 Credit Hours. An ability to use modern engineering software, processes, devices, and diagnostic tools for advanced engineering design and development. Basic concepts, algorithms, and standards will be covered for systems that process digital images, vector graphics, and text. Monochrome and color vision in man and machines, image quantization edge detection, image enhancement, image restoration, color analysis and processing, multispectral image processing, texture analysis, image coding and compression, morphology, geometrical image modifications. Restriction(s): Can enroll if Class is Specialist or Graduate or Doctorate, ECE539 Production of Elec Prods 3 Credit Hours. Must be taken in the first year) (F), ECE 580 Digital Signal Processing (F, W, SS), ECE 5831 Pattern Recognition and Neural Networks (W), ECE 529 Introduction to Computer Music (W 10), ECE 5121 Modeling & Design of Elec Cir. (W), ECE578 Advanced Operating Systems 3 Credit Hours. Design of real time systems. (F). Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). UM-Dearborn's new Engineering Lab Building is open and it's definitely meeting expectations. Topics include cyberspaces, techniques for generating virtual worlds in engineering applications, building blocks of virtual environments including hardware and software. Three lecture hours per week. In terms of art and media, students will learn the basics of human perception, communication, and aesthetics. The course will develop fundamental understandings for the behavior of these devices. Students are expected to earn a B or better in every graduate course to be credited toward the degree requirements, however, a maximum of two grades of B- will be accepted. Three lecture hours per week. Dr. Xuan Zhou is an associate professor in the department of Electrical and Computer Engineering, University of . Orcid identifier 0000-0001-6591-8515. Numbers and coding systems; Boolean algebra with application to logic systems; examples of digital logic circuits; simple machine language programming and Assembly and C/C+ programming language; microprocessors programming (both assembly and C/C+) for input/output, interrupts, and system design. ECE5121 Mod & Des of Electrnic Cir&Sys 3 Credit Hours. These 6 transfer credits of previous equivalent graduate coursework can be applied to the degree only if those credits have not been counted toward a degree and have a final grade of B (3.0) or better. Layered techniques in operating systems. The electrical engineering program prepares a student to select from a broad range of career possibilities in design, development, manufacturing, sales, administration, and research. Students will design and simulate systems encompassing important concepts presented in the course. Review of representative electronic devices and illustrative applications. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Software Engineering, Electrical Engineering, Computer & Information Science, Computer Engineering, ECE577 Engineering in Virtual World 3 Credit Hours. signal processing and control concepts. ECE537 Data Mining 3 Credit Hours. Study of automotive sensory requirements; types of sensors; available sensors and future needs. This course will cover the fundamental concepts and techniques used in multimedia data, storage and retrieval including storage and retrieval images, videos, audio and text documents. Estimation and learning. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. To introduce fundamental concepts and the electrical aspects of HEV, including the design, control, modeling, battery and other energy storage devices, and electric propulsion systems. Feature extraction and selection. The basics of digital audio will be covered, including sampling, quantization, and compression standards. Students are expected to have knowledge of high-level programming language and will be required to accomplish a research-related course project. (F). Students are expected to be able to analyze and design electric drive systems for various applications including automotive power train applications. Three lectures hours per week. Seek out a major that aligns with your interests and values through one of our engineering programs. Three lecture hours per week. digital controllers, diagnostic systems. Programming concepts for DSP processors such as addressing, instruction set, execution control, pipelining, parallel processing and peripherals are discussed. Restriction(s): Can enroll if Class is Graduate or DoctorateCannot enroll if Major is, ECE536 All Weather Automotive Vision 3 Credit Hours. Three lectures hours per week. Message-based operating systems. These include an introduction to CMOS circuits, their characterization and performance estimation. Topics include: Transform Techniques using Fourier series, Fourier transforms, Laplace transforms and Sampling Theorem. For additional academic information please contact the ECE office. (F,YR), ECE5545 Sec. ECE550 Communication Theory 3 Credit Hours. (W), Restriction(s): Can enroll if Level is Graduate or Rackham or DoctorateCan enroll if College is Engineering and Computer Science, ECE646 Adv Elec Drive Transportation 3 Credit Hours. ECE526 Multimedia Comm Sys 3 Credit Hours. Students will be exposed to a broad range of topics including data collection, data processing, and data mining for electrical power systems. Theoretical aspects and algebraic structure of sequential machines. The student will submit a report on the project and give an oral presentation to a panel of faculty members at the close of the term. Starting with rigid body motion, we will learn a systematic way to describe a robot system that consists of multiple links connected through different kinds of joints. The goal of this course is to introduce protecting an electrical system from faults and other concerns in distribution system. The course will use examples of electromagnetic devices that operate at low frequency, (e.g., coils and motors), and others that operate at high frequency (e.g., Optical fiber, Laser, Imaging Sensor, LEDs, Solar cells and Antenna.) Three lecture hours per week. The ECE Department offers an evening program of 30 credit hours, leading to the degree of Master of Science in Engineering (Electrical Engineering). Three lecture hours per week. This course provides an introduction to multirate digital signal processing with application in different fields of engineering, with a focus on the presentation of the theoretical foundation for all aspects of multirate digital signal processing. These are partial lists and will be expanded and updated from time to time. Associate Professor. This class includes assignments to reinforce learning and uses industry leading edge hardware to simulate control and monitoring of real world scenarios. The D.Eng. "Automotive engineering is one of the most technologically interesting . I managed the PLM software (Obbligato III) on-site for our US operations. ECE5831 Pat Rec & Neural Netwks 3 Credit Hours. Dissertation work by a Ph.D. candidate in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. On-campus courses will be offered in the late afternoon and evening hours to enable students to earn their master's degree through part-time study. Bachelor's degree in Electrical and/or Computer Engineering with an overall GPA of 3.0 or higher. Multi-tasking. ECE 5121 Modeling & Design of Elec Cir. Electrical Engineering. Various hardware and software aspects will be introduces, with particular emphasis on the constraints intrinsic to such system. The course will require student presentations and a substantial term project. This course covers more advanced topics including a focus on networked and ringed systems, generation protection, grounding and protecting distribution networks with two-way power flow. Applications of speech processing are also presented. A final course project is required. This courses introduces basic components of robotic systems, selection of coordinate frames, homogeneous transformations, solutions to kinematics of manipulators, velocity and force/torque relations, dynamic equations using Euler-Lagrange formulation, obstacle avoidance and motion planning, classical controllers for manipulators and controller design using torque method, and robot simulation tools. 2050 - Institute for Advanced Vehicle Systems Building, Professional Development and Career Preparation, Industrial and Manufacturing Systems Engineering, College of Engineering and Computer Science, Dual BSE in Electrical Engineering and Computer Engineering, Ph.D. in Electrical, Electronics, and Computer Engineering, D.Eng. The course introduces the fundamentals of speech processing using digital signal processing methods and techniques. Intrinsic to such system GPA falls below 3.0 leading edge hardware to simulate control and monitoring of real scenarios. 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