Must be taken in the first year), ECE 5831 Pattern Recognition and Neural Networks. The PDF will include all information unique to this page. ECE515 Vehicle Electronics II 3 Credit Hours. Representative topics are sensors and image formation, advanced algorithms in object feature filtering, extraction and recognition, texture and colors, motion, 3D vision, and applications. Three lecture hours per week. Three lecture hours per week. Analysis of layout and the design of subsystems. ECE591 Directed Studies 1 to 3 Credit Hours. Classification of electromagnetic environments will also be discussed. . This is a project-based class. Electrical Engineering. programs accept students for both part-time and full-time study. Topics include multidimensional signal analysis methodologies, signal representation, 2-D FIR filter, 2-D recursive systems and IIR filters, spectral estimation and methods, multidimensional signal restoration applications in 2-D and 3-D image processing, reconstruction, and feature estimation. The ECE Department offers an evening program of 30 credit hours, leading to the degree of Master of Science in Engineering (Electrical Engineering). Discussion of design practices used in large installation, including component segregation, cable routing, connectors, grounding, shielding, common impedance coupling, ground planes, screening and suppression. Locomotion will cover balance control, footstep planning, walking gait generation, joint space trajectory planning, and human motion tracking. ECE580 Digital Signal Processing 3 Credit Hours. (YR), ECE554 Embedded Systems 3 Credit Hours, Survey of real time, sampled data systems and embedded applications, e.g. In depth study of advanced technologies in computer networks and wireless communications. The following abbreviations are used to denote the frequency of offering: (F) fall term; (W) winter term; (S) summer term; (F, W) fall and winter terms; (YR) once a year; (AY) alternating years; (OC) offered occasionally. The course has three lecture hours per week. Exempted courses must be replaced with ECE courses from within the degree program. & Sys. EECS 351: Digital Signal Processing and Analysis. Linear Algebra using eigen expansions, polynomial functions and matrices and determinants. Reliability & Fault Tolerance. Please check with the ECE Department prior to registering. The course topics include introduction to RC, Hardware Description Language (HDL) such as VHDL and Verilog HDL, System-On-Chip (SOC), and Network-On-Chip (NOC). Industrial and Manufacturing Systems Engineering (IMSE), ECE 500 Mathematical Methods in EE and CE (Required unless waived. Three lecture hours per week. Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). It is important that engineers are acquainted with fundamental tools and strategies for designing and building such networks. in Electrical and Computer Engineering, The Regents of the University of Michigan. Cloud computing represents the emerging Internet-based services/platforms with elastic and scalable computation powers operating at costs associated with service. This course (1) includes communication models for monitoring and controlling the electrical system, specific legacy protocols and modern approaches, such as IEC 61850, and (2) covers introductory topics in cyber-physical systems (CPSs) security for power grids. It is also concerned with the flow of electricity in the human body and with the transmission of signals between planets. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or, ECE584 Speech Processes 3 Credit Hours. This course covers sensor data security and integrity verification and its applications to transportation systems, robotics, IoTs, smart cities, and industrial control systems. ECE592 Directed Research 1 to 3 Credit Hours, Special problems centered on developing experimental skills. Prerequisite(s): (ECE570 and ECE5701) or CIS 627, ECE675 Computer Architecture II 3 Credit Hours. 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. 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 Tuesday: 9:00 am-5:00 pm Wednesday: 9:00 am-5:00 pm Thursday: 9:00 am-5:00 pm Friday: 9:00 am-5:00 pm Three lecture hours per week. (F,W,S). ECE517 Adv Pwr Electrncs&Motor Drvs 3 Credit Hours. (W), ECE578 Advanced Operating Systems 3 Credit Hours. Case studies. The online courses utilize video streaming of the lectures given on campus. aerospace, maritime, vehicular, industrial) as an enabler of flexible and robust system design. Three lecture hours per week. This course introduces the architectural fundamentals and features of programmable digital signal processors. This course provides graduate students with a clear understanding of the latest vehicle power management technologies with an emphasis on alternative fuel vehicles. Supercomputers. digital controllers, diagnostic systems. This course will give students an introduction to power and energy management systems. Project oriented course. This academic equivalency allows U-M graduate engineering students to bypass taking the certification exam to become certified system engineers, a major benefit. Term project. Design circuits such as switching circuits, power suppliers, amplifiers, oscillators, non-linear circuits. For a complete list of ECE courses please view the Course Descriptions later in this Catalog. Three lecture hours per week. Lecture and assignment topics include embedded software architectures and modular software frameworks for robotics, modern computer hardware, robot perception and embedded image processing, automatic code generation from higher level modeling languages (such as MATLAB and Simulink), deployment considerations, as well as other selected advanced topics. In addition, students must maintain a cumulative GPA of 3.0 or higher in every semester. Semiconductors. Students will get an overview of various mobile operating systems and will learn how to develop software for mobile devices. (F), Restriction(s): Can enroll if College is Engineering and Computer Science, ECE502 Electromag Theory & Simul 3 Credit Hours. Clustering analysis and unsupervised learning. EECS 373: Introduction to Embedded System Design ( video overview) EECS 381: Object-Oriented and Advanced Programming. The focus of this class is on protection of radial fed system, fault studies and arc-flash calculations. All supplemental items must be submitted for an exception to be considered. Novi, MI. Students who have satisfied all conditions for full or conditional admission and are enrolled in good standing in their graduate program may be eligible to transfer up to a maximum of 6 credit hours of related graduate-level courses from other accredited degree-granting universities with graduate degree programs. The basic limitations and alternatives for communications signaling are studied, using appropriate mathematical tools. (F, W). Topics include: Transform Techniques using Fourier series, Fourier transforms, Laplace transforms and Sampling Theorem. Study of functions and types of actuators in automotive systems. Advanced techniques and uses in operating system design. Three lecture hours per week. ECE5252 MM Design Tools II 3 Credit Hours. 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. Measurement, control, computation, communication, energy conversion in these and other technical areas, provide students an excellent preparation for positions of leadership in a world where science, engineering, and human relations are of basic importance in improving the quality of life. Three lecture hours per week. Three lecture hours per week. Students may be placed on probation, if their cumulative GPA falls below 3.0. Enrollment in cognate courses may be dependent on prior authorization from both the non-ECE Department and the ECE department. 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. Enrollment in cognate courses may be dependent on prior authorization from both the non-ECE Department and the ECE department. (F), ECE555 Stochastic Processes 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. 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. A student gets a satisfactory grade if he/she attends at least two research seminars during the course period. It is a project oriented course, with hands-on assignments, group projects and an individual research component. This course will provide an introduction to computer and human interface and AI, user-interface design from design principles and cognitive perspectives. The program may be completed entirely on campus, entirely online, or through a combination of on-campus and online courses. Using interactive graphics in process system design. Part of the coursework involves a project concerning the analysis and design of a multimedia-based system. 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 class lectures, notes, and discussions are posted on CANVAS for online students' access. The course will cover computer simulations of various neural network models and simulations. Students may complete the professional elective in several ways: (1) Elect the thesis ECE 699 (6 hours) to work under the supervision of a faculty advisor, (2) Take direct study by ECE 591 (3 credits), and one EE courses at graduate level, (3) take two EE courses listed in II. Special projects for laboratory or library investigation with the intent of developing initiative and resourcefulness. Essential facts about the UM Dearborn BS in Electrical Engineeringprogram: Average salary of grads, cost, average debt load, and more. Dearborn, MI 48128. The course examines modern applications of multirate digital signal processing including the design of multirate filter banks, using the wavelets transforms to efficiently encode signals for compression purposes, spectral analysis and synthesis of signals. Three lecture hours per week. Three lecture hours per week. Permission of instructor required. Students admitted to the program are required to take courses as specified below. 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. The D.Eng. Message-based operating systems. Three lecture hours per week. Restriction(s): Can enroll if Level is Doctorate or Rackham or GraduateCan enroll if College is Engineering and Computer Science, ECE642 Robotic Embed Sys 3 Credit Hours, Full Course Title: Robotic Embedded Systems 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. This course provides students with hands-on experience through computer-based simulation projects. PN junctions, bi-polar and field-effect transistors. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Computer & Information Science, Computer Engineering, Electrical Engineering, Software Engineering, Information Sys Engineering, Mechanical Engineering, Automotive Systems Engineering, Industrial & Systems Engin, ECE5424 Data Analytics and Machine Learning for Power Systems 3 Credit Hours. Battery management, battery charging, and battery safety will be covered. (Tag: Tools). State-identification and fault-detection experiments. 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. The course covers important technologies relevant to intelligent vehicle systems including systems architecture, in-vehicle electronic sensors, traffic modeling and simulation. Simulation techniques and software will be introduced. Object of this course is to introduce current techniques information security in general and multimedia security in particular. Restriction(s): Can enroll if Level is Rackham or Graduate or Doctorate or Can enroll if Major is Computer & Information Science, Mechanical Engineering, Electrical Engineering, Industrial & Systems Engin, Information Sys Engineering, Automotive Systems Engineering, Computer Engineering, ECE5426 Electric Machines and Drives 3 Credit Hours. The course has substantial computer simulation and research project components. Selected examples include applications such as voltage regulators and battery chargers. 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. Three lecture hours per week. Integrated smart sensors and actuators. Feature extraction and selection. Articulated body dynamics, contact modeling, and contact dynamics will be presented first. In terms of art and media, students will learn the basics of human perception, communication, and aesthetics. Students in RE program must take this course in the first year. (F,W,S), ECE980 Pre-Cand Dissertation Research 1 to 9 Credit Hours, Full Title: Pre-Candidate Dissertation Research Advanced Directed Studies for Doctoral Students: Special topic in electrical or computer engineering. The course will be organized as a combination of conventional lectures, workshops-style discussion, and design review sessions. Our excellence and impact comes through in the work of our two divisions. Students will use simulation tools to design filters and verify circuit performance. Jobs: Most of the recruiters coming to Michigan are looking for electrical engineers, and are willing to pay them among the highest salaries. Finally, students will work on related applications employing digital signal processors such as speech processing, instrumentation, and image processing. ECE567 Nonlinear Control Systems 3 Credit Hours. ECE574 Adv Sftwr Technq in Eng Appl 3 Credit Hours. 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. All three courses may be taken from one specialization or a combination of any of the specializations. ECE526 Multimedia Comm Sys 3 Credit Hours. Application of the methodologies, tools and theory of software engineering to produce a specific validated software product. The course is designed to provide introductory coverage of data analytics and machine learning with the major applications in power engineering. The software life Cycle. ECE5802 Multirate Sig Proc w/Appl 3 Credit Hours. 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. ECE5831 Pat Rec & Neural Netwks 3 Credit Hours. Students will gain an understanding of the language, formalism, and methods of artificial neural networks. ECE661 Sys Ident and Adaptive Control 3 Credit Hours. The course is to introduce a design methodology in an integrated system environment through case studies and design projects. Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Computer Engineering, Electrical Engineering, Computer & Information Science, ECE582 Intro to Statistical DSP 3 Credit Hours. Students will analyze and design filters. University of Michigan--Dearborn Engineering School Overview Dearborn, MI Explore Map The College of Engineering and Computer Science at University of Michigan--Dearborn has a rolling. Dr. Xuan Zhou is an associate professor in the department of Electrical and Computer Engineering, University of . ECE5121 Mod & Des of Electrnic Cir&Sys 3 Credit Hours. Whether in the design and construction of systems to televise pictures from the planets or to insure the reliable completion of a phone call to a next-door neighbor, whether to map the geography and the resources of the earth from a satellite or to display harmlessly the internal anatomy of a living being for medical diagnosis, electrical engineering is intimately involved with almost every realm of human endeavor. 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 also focuses on the analysis of algorithms commonly used for of data mining applications, mining structured, semi-structured and unstructured data, stream data, and web data. Combinational and sequential logic design, minimization of combinational and sequential circuits, functional decomposition, reliable design and fault diagnosis; incompletely specified sequential machine design, asynchronous sequential circuits and interactive methods. 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. However, students will be expected to generalize the concepts for other CPSs. Failure mechanisms and interconnect lifetime prediction. Modeling and simulation will also be covered. The course will focus on vehicular communications and networking, autonomous vehicles and intelligent transportation systems, robotics networks, and smart grids. Representation of features in multidimensional space as random vectors. 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 ScienceCan enroll if Major is Computer & Information Science, Computer Engineering, Energy Systems Engineering, Industrial & Systems Engin, Mechanical Engineering, Software Engineering, Automotive Systems Engineering, Electrical Engineering, ECE531 Intelligent Vehicle Systems 3 Credit Hours. Electrical engineers working the field of semiconductor and component manufacturing earned a median salary or $94,990; engineers specializing in navigational, measuring, electromedical, and control instruments manufacturing Earned $91,810. Various hardware and software aspects will be introduces, with particular emphasis on the constraints intrinsic to such system. Including their publications, grants and teaching activities. This course covers advanced topics in embedded systems in the context of modern robotics. The course is to establish a working familiarity with the key engineering elements in the design and control of electro-mechanical systems in general and automotive systems in particular. Required unless waived. 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. This course cannot be taken with ECE500. Theoretical aspects and algebraic structure of sequential machines. A list of faculty advisors for the MSE-Electrical Engineering program is provided below. This course will cover in-depth study of existing multimedia compression standards such as, MPEG, MJEG, JPEG2000, etc. An in-depth study of selected topics in design and development of virtual systems in industrial environments. The following are suggested specializations. Mechatronics, as an engineering discipline, is the synergistic combination of mechanical engineering, electrical engineering, control engineering, and computer science, all integrated through the design process. A team-based term project may be required. to CPS Security 3 Credit Hours, This course covers introductory topics in cyber-physical systems (CPSs) security. Robotic systems other than manipulators will be introduced at the end of this course. The course will focus on intelligent systems in solving complex problems. 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. 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. ECE590 Selected Topics 1 to 3 Credit Hours. Random Variables using probability density and distribution functions, functions of a random variable, and conditional and joint probabilities. ECE560 Modern Control Theory 3 Credit Hours. Three lecture hours per week. Three lecture hours per week. EECS 398: SPECIAL TOPICS COURSES: All Current and Past Offerings. Students will work with various tools and techniques used by attackers to compromise active as well as passive sensors. The online students have the opportunity to interact with the instructors and with fellow students (both on campus as well as online) through CANVAS. This course will give students an introduction to power electronics technology, such as converter analysis and design. Three lecture hours per week. (YR), ECE5541 Embedded Networks 3 Credit Hours. Mathematical models of physical instruments will be introduced. Three lecture hours per week. Students cannot receive credit for both ECE4881 and ECE588. Various sound synthesis strategies will be introduced: wave tables, additive synthesis, subtractive synthesis, frequency modulation, and granular synthesis. Discussion of large signal and small signal (ac) models, frequency effects and non-ideal models. Core Courses (Select 3 courses from the following), Specialization Courses (Select 3 courses from the following lists). The topics covered in this course include DC machines, permanent magnet AC machines, induction machines, and switched reluctance motors and drives. Nuclear Engineering & Radiological Sciences. In consultation with a faculty advisor a student will prepare a proposal describing the work to be performed for approval by the department. 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. In CECS, we are committed to excellence. Restriction(s): Can enroll if Class is Graduate or DoctorateCannot enroll if Major is, ECE536 All Weather Automotive Vision 3 Credit Hours. Topics include ensemble techniques, multi-objective optimization, and intelligent agents. 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.) The course will cover topics such as hybrid powertrain architectures, dynamics of hybrid transmissions, battery management systems, battery control electronics, PHEV and HEV power management, survivability of military hybrid vehicles, packaging of PHEV electric drive components, optimization of PHEV components, optimization of electric drive efficiency through power management, vehicle to grid technology, emerging technology in electric drive transportation. Exemptions and transfer credit are granted at the discretion of the program chair. This course covers advanced technologies in power electronics with emphasis on hybrid vehicle and renewable applications. Three lecture hours per week. Advances in computer architecture. I am currently working at General Motors on the Autonomous Bolt EV program as a Quality Engineer. The student will submit a report of the project and give an oral presentation to a panel of faculty members at the close of the term. This course addresses the basics of computer architecture including central processing architecture, instruction set design, input/output and RAID, main memory, Cache, and virtual memory. Representative topics include: Intelligent systems design, training and evaluation, decision trees, Bayesian learning, reinforcement learning. Three lecture hours per week. Three hours per week. Embedded network systems merge modern communications, networks, sensing, distributed control and mobile computing enabling novel applications in a broad area of control, automation, and distributed real time systems. The course addresses enabling technologies relevant to active automotive safety systems. Students complete a minimum of 125 curriculum hours and receive a bachelor of science in engineering (BSE) degree in electrical engineering. Robot simulation technologies and tools will be introduced. 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. This course will cover the software and hardware widely used in the rapid prototyping, including Stereolithography (SLA) and virtual reality software and hardware used for rapid prototyping. 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. 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 cover basic devices and applications in Electromagnetic waves. It is the responsibility of the student requesting transfer of credit to submit this completed form and an official transcript with course final grade and a copy of the course syllabus or the catalogs description. Thus, the data sets, performance requirements, operational environment, and need for reliability and robustness necessitate a different approach to network design. This course addresses advances in reconfigurable computing techniques, design, and research. 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! Advisory prerequisite: Basic understanding of power systems and machine learning. 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. 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. Mpeg, MJEG, JPEG2000, etc, amplifiers, oscillators, non-linear circuits represents the emerging services/platforms. Specialization or a combination of any of the University of include DC machines, induction,... 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university of michigan dearborn electrical engineering curriculum