The course will develop fundamental understandings for the behavior of these devices. . The course will cover computer simulations of various neural network models and simulations. Restriction(s): Can enroll if Major is Electrical Engineering, Computer Engineering, ECE552 Fuzzy Systems 3 Credit Hours. (F,YR), ECE5545 Sec. ECE5770 Autonomous UAS 3 Credit Hours, This course will introduce the basic concepts of autonomous unmanned aerial systems. Topics of the course include advanced web technologies, distributed computing models and technologies, software as a service (SaaS), virtualization, pallelization, security/privacy and the advance in cloud computing. ECE679 Adv Intelligent Sys 3 Credit Hours. 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. Dynamic models of sensors and actuators. Enrollment in cognate courses may be dependent on prior authorization from both the non-ECE Department and the ECE department. The interactive curriculum, vast research opportunities and exceptional teaching faculty at University of Michigan, Dearborn offer students a life-altering learning experience. Students cannot take both ECE428 and ECE528 for degree credit. In terms of art and media, students will learn the basics of human perception, communication, and aesthetics. ECE 5121 Modeling & Design of Elec Cir. Using interactive graphics in process system design. The Electrical Engineering program is also offered online throughCECS Online. 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. Selected examples include applications such as voltage regulators and battery chargers. Mathematical representation of digital control systems; z-transform and difference equations; classical and state space methods of analysis and design; direct digital control of industrial processes. Current trends in operating system design. Restriction(s): Can enroll if Level is Graduate or or DoctorateCan enroll if Major is Computer & Information Science, Computer Engineering, Electrical Engineering, Software Engineering, Information Sys Engineering, Mechanical Engineering, Automotive Systems Engineering, Industrial & Systems Engin, ECE5425 Fundamentals of Power Electronics 3 Credit Hours. (F), Restriction(s): Can enroll if College is Engineering and Computer Science, ECE502 Electromag Theory & Simul 3 Credit Hours. Standard software engineering documents must be prepared and approved at each phase of the project, and an oral presentation of the project is required. Object of this course is to introduce current techniques information security in general and multimedia security in particular. A project will be required. ECE661 Sys Ident and Adaptive Control 3 Credit Hours. ECE670 Adv Comp Netwk&WL Comm 3 Credit Hours. (YR), ECE5541 Embedded Networks 3 Credit Hours. Three lecture hours per week. Restriction(s): Can enroll if Class is Graduate or DoctorateCan enroll if Level is Doctorate or Rackham or Graduate or Cannot enroll if Major is, ECE532 Auto Sensors and Actuators 3 Credit Hours. 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. Students will be exposed to a broad range of advanced topics including power converter topologies; DC-DC, DC-AC, AC-DC and AC-AC power conversions; advanced power semiconductor devices; large-signal and small-signal modeling of power electronics converters; controller design; magnetic design; applications of power electronics in renewable energy and power systems; and computer simulation and modeling. Phone: 313-593-5030. Three lecture hours per week. ECE570 Computer Networks 3 Credit Hours. General Curriculum Requirements and Sample Course Sequences Electrical Engineering Core Curriculum Chart Electrical and Computer Engineering 2050 - Institute for Advanced Vehicle Systems Building 4901 Evergreen Road Dearborn, MI 48128 View on Map Phone: 313-593-5420 umd-ecegrad@umich.edu Office Hours Sunday: Closed Monday: 9:00 am-5:00 pm This course will give students an introduction to power and energy management systems. Various solution approaches will be covered including statistical methods and neural network-based methods. Cloud computing represents the emerging Internet-based services/platforms with elastic and scalable computation powers operating at costs associated with service. This academic equivalency allows U-M graduate engineering students to bypass taking the certification exam to become certified system engineers, a major benefit. (Tag: Tools). Sensing technologies including basic computer vision will be covered. Students are expected to have knowledge of MATLAB or C/C++ programming and will be required to accomplish a course-related project. ECE5831 Pat Rec & Neural Netwks 3 Credit Hours. Topics include active safety system architecture, enabling technologies for such systems, and future directions. 3135935498 (Work) . Take any two Additional ECE courses at the graduate level. Novi, MI. Then, theoretical methods for analyzing the kinematic and dynamic properties of a mobile robot are discussed, followed by the discussion on the key subsystems of a mobile robot, including perception, localization, planning and control. Effect of tolerances of circuit elements on the performance of the circuit behavior will be analyzed. Three lectures hours per week. programs. Applications of speech processing are also presented. The topics of ubiquitous and pervasive computing will be introduced and discussed. Students will be exposed to a broad range of topics including optimal power flow, Smart Grid technology, economic dispatch, unit commitment, and the impact of renewable energy on power and management systems. Orcid identifier 0000-0001-6591-8515. Students are expected to have knowledge of high-level programming language and will be required to accomplish a research-related course project. Restriction(s): Can enroll if Level is Rackham or GraduateCan enroll if Major is Computer & Information Science, Mechanical Engineering, Electrical Engineering, Industrial & Systems Engin, Information Sys Engineering, Automotive Systems Engineering, Computer Engineering, ECE543 Kinem, Dynam Control Robots 3 Credit Hours, Full Title: Kinematics, Dynamics, and Control of Robots The course will be organized as a combination of conventional lectures, workshops-style discussion, and design review sessions. Manipulation will include grasping, optimal planning, and dynamic manipulation. Three lecture hours per week. Classification of electromagnetic environments will also be discussed. The student will learn how to mathematically pose the machine learning problems of function approximation/supervised learning, associative memory and self-organization, and analytically derive some well-known learning rules, including backprop. Coverage of the next generation of active automotive safety systems including intelligent cruise control, lane departure warning, virtual camber, and back-up and blind spot warning systems. ECE5462 Elec Aspects of Hybrid Vehicle 3 Credit Hours. (F, W). Industrial and Manufacturing Systems Engineering (IMSE). ECE528 Cloud Computing 3 Credit Hours. Topics include ensemble techniques, multi-objective optimization, and intelligent agents. 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. Other energy storage systems such as super conducting magnetic, hydraulic, compressed air, and integrated (hybrid) energy storage systems, will be discussed as well. ECE517 Adv Pwr Electrncs&Motor Drvs 3 Credit Hours. The Master of Engineering (MEng) degree in Electrical and Computer Engineering is designed to serve students pursuing a terminal, professional Master's degree. ESS (especially batter) management, power electronics in HESS and motor drive, HEV component optimization, HIL and SIL, vehicle power management future trends, and so on. ECE585 Pattern Recognition 3 Credit Hours. (F,W,S), ECE610 Analog I C 3 Credit Hours, ECE612 Wireless Sensor Networks 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. This course addresses the analysis and design of discrete time signals and systems. Three lecture hours per week. Respected. Three lecture hours per week. Self guided lab assignments. This class will introduce students to the technology used in mobile/smart devices and mobile communication networks. Students seeking transfer credit must abide by the criteria for transferring credit for masters programs as outlined on the Request for Graduate Transfer Credit application and in accordance with the campuss Transfer Credit Policy. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if College is Engineering and Computer Science, ECE5421 Grid Communication and System 3 Credit Hours. Final Day to Submit Summer 2023 Graduate Degree Application: April 19. The online students have the opportunity to interact with the instructors and with fellow students (both on campus as well as online) through CANVAS. EECS 334: Principles of Optics. (Not open to students with EE degree. The Integrative Systems + Design Division offers the opportunity for students to achieve INCOSE certification. BS in Electrical Engineering at University Of Michigan Dearborn 2023: Check Course Fees, Eligibility, Application Deadline for Electrical Engineering at University Of Michigan Dearborn (UM Dearborn) at Yocket. & Privacy for Smart Grids 3 Credit Hours, Full Course Title: Security and Privacy for Smart Grids Three lecture hours per week. Restriction(s): Can enroll if Class is Graduate or DoctorateCannot enroll if Major is, ECE536 All Weather Automotive Vision 3 Credit Hours. EECS 330: Electromagnetics II. Three lecture hours per week. Must be taken in the first year), ECE 5831 Pattern Recognition and Neural Networks. The course introduces concepts in protocols and architecture of high-speed and advanced networks with an emphasis on Internet, ATM networks, wireless local area networks, cellular systems and wireless sensor networks. This is a project-based class. The course will focus on vehicular communications and networking, autonomous vehicles and intelligent transportation systems, robotics networks, and smart grids. Formal models of operating systems. Properties of electronic materials. Three lecture hours per week. Three lecture hours per week. Three lecture hours per week. Students whose undergraduate background is in a field other than Electrical or Computer Engineering may be granted admission and required to take preparatory courses in electrical and/or computer engineering. The course covers such topics innovative multimedia interfaces, design ethics, psychological principles, cognitive models, interaction principles, requirements analysis, project management, I/O devices, standards and styles guides, and visual design principles. 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. Three lecture hours per week. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. Topics covered will include the design of digital filters (IIR and FIR filters), characteristics of analog-to-digital and digital-to-analog converters, the spectral analysis of signals, and discrete filters. (F,W,S), Restriction(s): Can enroll if Level is or DoctorateCan enroll if Major is, ECE990 Doctoral Dissertation 1 to 9 Credit Hours, Full Title: Doctoral Dissertation Research Students are expected to be able to analyze and design electric drive systems for various applications including automotive power train applications. Source models and source coding, channel and channel models, information measure, mutual information and entropy, coding for discrete sources such as variable-length codes and optimum variable-length encoding procedure, discrete memoryless channels and capacity, techniques for coding and decoding such as parity-check codes, cyclic codes, and Hamming codes, quantization and error analysis, coding techniques such as DPCM, run-length coding, sub-band coding, transform coding. EECS 398: SPECIAL TOPICS COURSES: All Current and Past Offerings. 1080 - Administration Building. However, students will be expected to generalize the concepts for other CPSs. Project oriented course. Logic design and testing of VLSI circuits. The course will cover the sources of energy including coal, nuclear, solar, wind; their impact on the climate; and their technological characteristics in terms of availability, cost and reliability. The Master of Science in Human-Centered Design and Engineering requires a minimum of 31 graduate credit hours. Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Electrical Engineering, ECE583 Artificial Neural 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. Three lecture hours per week. 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. Exempted courses must be replaced with ECE courses from within the degree program. (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. agencies across the state. Overall, an MS Degree in Electrical Engineering from the University of Michigan . Devices include diodes, bipolar junction transistors, MOSFETs and operational amplifiers. This course introduces the basics of energy storage systems for EDV. EECS 351: Digital Signal Processing and Analysis. Topics include cyberspaces, techniques for generating virtual worlds in engineering applications, building blocks of virtual environments including hardware and software. The class lectures, notes, and discussions are posted on CANVAS for online students' access. However, students may petition for course exemptions in instances where a core course in a graduate program may not be available, may no longer be offered due to program changes, or the student may have taken a course with equivalent content. ECE519 Adv Topics in EMC 3 Credit Hours. The program is a one-year pilot project led by MEDC's Talent Action Team, a public-private partnership of major Michigan employers, academic institutions and Michigan Works! Advances in computer architecture. Michigan Engineering | University of Michigan 1221 Beal Avenue. This course covers sensor data security and integrity verification and its applications to transportation systems, robotics, IoTs, smart cities, and industrial control systems. Students will analyze and design filters. 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 A final research course project is required. (F), ECE546 Electric Vehicles 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. Prerequisite(s): ECE478 or CIS450 or IMSE450, ECE579 Intelligent Systems 3 Credit Hours. ECE5121 Mod & Des of Electrnic Cir&Sys 3 Credit Hours. Algorithms and methods for video and audio processing and effects will be reviewed. A special topics course providing an in-depth examination of one or several areas in image processing and/or machine vision. Practical system examples are stressed. Representative topics are sensors and image formation, advanced algorithms in object feature filtering, extraction and recognition, texture and colors, motion, 3D vision, and applications. An ability to use modern engineering software, processes, devices, and diagnostic tools for advanced engineering design and development. Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). The course has three lecture hours per week. Dissertation work by a Ph.D. candidate in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. The course discussed the manufacturing of discrete components, integrated circuits, hybrid circuits and modules, advances packages, printed circuit boards, optical components, and MEMS products. Electrical & Computer Engineering at Michigan Electrical and Computer Engineering (ECE) PEOPLE POWERING INNOVATION Events FEB 27 MICL Seminar "Energy Efficient Circuits Beyond what have been believed as the Fundamental Limits: Power Converter, Analog Interface and Frequency Generation" 11:00am - 12:00pm in 1200 EECS Building FEB 28 Examples of current protocols and architectures of wireless data and voice networks are studied. Students cannot receive credit for both ECE4881 and ECE588. Discussion of large signal and small signal (ac) models, frequency effects and non-ideal models. Advanced data communications, sensor motes, systems architecture and design, wireless communications standards and protocols, routing, security, operating systems, language support, and applications. 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 D.Eng. Topics include statistical signal processing, multi-rate systems, bank of filter design, multi-resolution formation of wavelet, the discrete wavelet transform, wavelet-based digital signal processing. Department of Electrical and Computer Engineering University of Michigan-Dearborn, 4901 Evergreen Road Room 2050 IAVS, Dearborn, MI 48128-2406 Tel: 313-593-5420 E-mail: umd-ecegrad@umich.edu, ECE500 Math Mthds for Elec & Comp Eng 3 Credit Hours. (W.YR), Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate, ECE5544 Intro. Supercomputers. 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. Pipelining, vector processing, and array processing techniques. Curriculum requirement sheets and sample course sequences are available through the Office of Advising and Academic Success. This course will provide an introduction to computer and human interface and AI, user-interface design from design principles and cognitive perspectives. VHDL and commercial CAD packages for VLSI design. Basic concepts of digital video will be reviewed, such as resolution and compression standards. The course will cover topics such as resonant converters, vector control, field oriented control, battery chargers, vehicle to grid management, power factor correction and harmonic control, model predictive control, renewable energy systems (solar, wind and ocean) and their requirement for power converters, electric drive transportation components, silicon carbide power devices. Three lecture hours per week. 4901 Evergreen Road. Three lecture hours per week. Restriction(s): Can enroll if Major is Computer Engineering, Electrical Engineering, Computer & Information Science, ECE572 Sequential Machines 3 Credit Hours. Introduction to stochastic processes; stationarity, ergodicity; auto correlation and cross correlation, linear systems with random inputs, spectral analysis, Wiener filtering, Kalman filtering. 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 Introduction to interactive techniques in PR. A Master of Science Degree helps students become creative and independent researchers. Integrated smart sensors and actuators. This course addresses advances in reconfigurable computing techniques, design, and research. Course includes lectures and case studies. A strong foundation the theoretical principles and techniques from science, engineering, and mathematics needed for advanced engineering design and development. I am currently working at General Motors on the Autonomous Bolt EV program as a Quality Engineer. This course covers advanced topics in embedded systems in the context of modern robotics. This course introduces important theory and modern technology in robot vision. agencies across the state. Three lecture hours per week. Robotic systems other than manipulators will be introduced at the end of this course. 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". Graduate students electing the thesis option, working under the general supervision of a member of the department faculty, are expected to plan and carry out the work themselves. Enrollment in cognate courses may be dependent on prior authorization from both the non-ECE Department and the ECE department. By learning and understanding the working vocabulary of each of these three fields, students will be able to contribute creative and effective multimedia-based solutions to interesting real-world problems. Study of functions and types of actuators in automotive systems. ECE5701 Intro to Wireless Comm 3 Credit Hours. Three lecture hours per week. This course gives in depth study in advanced technologies in the electrified vehicle powertrain. 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. 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. An oral presentation and a final report on the research effort are required for completion. Restriction(s): Can enroll if Class is Graduate or Doctorate, ECE533 Active Automotive Safety Sys 3 Credit Hours. ECE571 Switching Theory 3 Credit Hours. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or Can enroll if College is Engineering and Computer ScienceCan enroll if Major is Computer & Information Science, Computer Engineering, Software Engineering, Industrial & Systems Engin, Information Sys Engineering, Mechanical Engineering, Automotive Systems Engineering, Electrical Engineering, ECE615 Advanced Power Electronics 3 Credit Hours. Computing techniques, multi-objective optimization, and discussions are posted on CANVAS online. Generating virtual worlds in Engineering applications, building blocks of virtual environments including hardware and software in terms art... Department, via e-mail, prior to registering working at general Motors on the research effort are for. Advanced topics in Embedded systems in the first year ), ECE5541 Embedded Networks 3 Credit Hours optimal,!, this course is to introduce current techniques information security in particular of discrete signals! 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