Students will apply software tools to analyze, design and simulate multirate digital signal processing systems. The ECE Department offersa 30 credit hour curriculum consisting of required core courses and technical electives, providing for specialization in the areas of control systems, wireless networks, digital signal processing, embedded systems, image processing and pattern recognition. aerospace, maritime, vehicular, industrial) as an enabler of flexible and robust system design. Students will gain understanding of the language, formalism, and methods of pattern recognition. Applications to smoothing, parameters estimation, prediction, system identification. ECE670 Adv Comp Netwk&WL Comm 3 Credit Hours. ECE517 Adv Pwr Electrncs&Motor Drvs 3 Credit Hours. ECE589 Multidimen Digital Signal Proc 3 Credit Hours. ECE587 Sel Top:Image Proc/Mach Vision 3 Credit Hours. The course is designed to provide introductory coverage of data analytics and machine learning with the major applications in power engineering. The Master of Engineering (MEng) degree in Electrical and Computer Engineering is designed to serve students pursuing a terminal, professional Master's degree. 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. 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. Three lecture hours per week. Special projects for laboratory or library investigation with the intent of developing initiative and resourcefulness. 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. (W). Bayesian decision theory, discriminant functions and supervised learning. Devices include diodes, bipolar junction transistors, MOSFETs and operational amplifiers. (F,W,S), ECE610 Analog I C 3 Credit Hours, ECE612 Wireless Sensor Networks 3 Credit Hours. It is a research-oriented course including a research literature survey, a final project implementing a state-of-the-art algorithm or system, and a set of hands-on assignments that cover modern tools and real-time embedded systems development frameworks such as the Robot Operating System. This course introduces the architectural fundamentals and features of programmable digital signal processors. Restriction(s): Can enroll if Class is Graduate or Doctorate, ECE533 Active Automotive Safety Sys 3 Credit Hours. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Computer Engineering, Electrical Engineering, Software Engineering, Industrial & Systems Engin, Information Sys Engineering, Mechanical Engineering, Automotive Systems Engineering, Engineering Management, ECE581 Arch for Digital Signal Proc 3 Credit Hours. A cumulative GPA of 3.0 or higher is required in order to be eligible to receive the MSE (EE) degree. 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. In depth study of advanced technologies in computer networks and wireless communications. The interactive curriculum, vast research opportunities and exceptional teaching faculty at University of Michigan, Dearborn offer students a life-altering learning experience. ECE553 Sftware/Hrdware Rapid Protyp 3 Credit Hours, Rapid prototyping technology is primarily aimed at reducing the lead times and costs associated with new product development. The topics include: review of information measure; random process and vector description of signals and noise; optimum receiver principles; signaling alternatives; channel capacity; block and convolutional coding; waveform estimation concepts. Three lecture hours per week. Nuclear Engineering & Radiological Sciences. Computer control of machines and processes. A high level-overview of different types of mobile robots is presented first. programs accept students for both part-time and full-time study. UM Dearborn is a moderately-sized public university located in the midsize city of Dearborn. A project will be required. This course provides graduate students with a clear understanding of the latest vehicle power management technologies with an emphasis on alternative fuel vehicles. Topics relevant to the design and analysis of VLSI circuits are investigated. Introduction to pattern recognition (PR) as a process of data analysis. Three lecture hours per week. Three lecture hours per week. Students are expected to have knowledge of high-level programming language and will be required to accomplish a research-related course project. 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). Students will gain an understanding of the language, formalism, and methods of artificial neural networks. (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. Three lecture hours per week. The goal of this course is to provide a comprehensive understanding of the challenges, issues, solutions, and state-of-the-art research and best practices pertaining to the cyber-security of the modern power grids, also known as "smart power grids". Core Courses (Select 3 courses from the following), Specialization Courses (Select 3 courses from the following lists). Dr. Xuan Zhou is an associate professor in the department of Electrical and Computer Engineering, University of . Includes symmetrical component calculations and use; protection coordination; network, radial and ringed system protection; central station and distributed generator protection; and an overview of emerging topics. The BSE in Electrical Engineering program is accredited by the Engineering Accreditation Commission of ABET, http://www.abet.org/. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Rackham or GraduateCan enroll if College is Engineering and Computer ScienceCan enroll if Major is Software Engineering, ECE699 Master's Thesis 3 or 6 Credit Hours. Simulation techniques and software will be introduced. Examples involving various types of applications (automotive, communications, computers) will be discussed. Machine sensing and diagnostic systems. PN junctions, bi-polar and field-effect transistors. Students should select a minimum of 4 and a maximum of 6 credit hours of courses from other disciplines. ECE586 Digital Image Processing 3 Credit Hours. Today's electrical engineer is a leader among those who work toward making our world better. 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. 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. Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). ECE585 Pattern Recognition 3 Credit Hours. An in-depth study of selected topics in design and development of virtual systems in industrial environments. Three lecture hours per week. Topics will include basic flight principles of fixed-wing and rotary-wing aircraft, inertial representations in 3D space, the principles of Bayesian state estimation, visual odometry, path planning, and autonomous navigation. Students may be placed on probation, if their cumulative GPA falls below 3.0. (F), Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Graduate or or DoctorateCan enroll if College is Engineering and Computer Science, ECE545 Intro Robot Syst 3 Credit Hours, Full Title: Introduction to Robotic Systems I am currently working at General Motors on the Autonomous Bolt EV program as a Quality Engineer. Three hours per week. Students desiring admission to the program must have earned a Bachelor's degree in Electrical and/or Computer Engineering with an overall GPA of 3.0 or higher. Students in RE program must take this course in the first year. A special topics course providing an in-depth examination of one or several areas in image processing and/or machine vision. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. Seek out a major that aligns with your interests and values through one of our engineering programs. Introduction to linear spaces and operators; mathematical description of multiple input-output systems; state variables and state transition matrix; controllability and observability and its application to irreducible realization of transfer function matrices; state variable estimation; controller synthesis by state feedback; stability of linear systems; analysis of composite systems. ECE591 Directed Studies 1 to 3 Credit Hours. EECS 398: SPECIAL TOPICS COURSES: All Current and Past Offerings. Integrated circuit processing, bonding and packaging. ECE5252 MM Design Tools II 3 Credit Hours. The major focus of this course is to educate and train graduate students in developing research abilities through literature survey on advanced power system technologies and hands-on projects on modeling and analyzing smart grid applications. The course will help students understand the algorithms and tools required to analyze electric power systems. (F), Restriction(s): Can enroll if Level is Rackham or Graduate or Doctorate or Can enroll if College is Engineering and Computer Science, ECE618 Advanced Grid Protection 3 Credit Hours. Students will learn how to mathematically pose various pattern recognition problems and analytically derive some well-known statistical results and learning rules. It will provide threat modeling and risk assessment methods employed when developing security solutions for active and passive sensors. ECE 5121 Modeling & Design of Elec Cir. 3135935498 (Work) . signal processing and control concepts. All three courses may be taken from one specialization or a combination of any of the specializations. 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. SIMD and MIMD structures. Some courses from outside ECE may not meet cognate requirement. Electrical Engineering and Computer Science (EECS) Among the leading departments of its kind in the nation, EECS is creating the technology that puts the "smart" into electronics. Representative topics are sensors and image formation, advanced algorithms in object feature filtering, extraction and recognition, texture and colors, motion, 3D vision, and applications. 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