Prior to enrollment, a project proposal must be prepared and approved by the instructor and department chair. (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. agencies across the state. 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). This course will also cover aircraft actuation, sensors and perception (GPS, inertial meansurements, ranging, and basic computer vision), sensor fusion technique, and motion control of unmanned aircraft. ECE530 Energy Storage Systems 3 Credit Hours. University of Michigan-Dearborn alumnus with a Bachelor's in Electrical Engineering. Students cannot take both ECE415 and ECE5425 for degree credit. To introduce fundamental concepts and specifications of electric and hybrid vehicles; vehicle design fundamentals; motors for electric vehicles; controllers and power electronics; energy sources; engineering impact of electric vehicles and practical design considerations. Three lecture hours per week. Possible applications covered include speech synthesis, speech coding and speech recognition. 3135935498 (Work) xuanzhou@umich.edu. Three lecture hours per week. Students with inadequate background in Electrical/Computer Engineering may be required to meet with the department graduate advisor to determine the need for preparatory courses. Minimal state space models, on-line estimation schemes, parameter convergence for SISO and MIMO systems, direct and indirect adaptive prediction, minimum prediction error controllers (one-step ahead and model reference control), minimum prediction error adaptive controllers (direct and indirect approach), adaptive control algorithms for close-loop pole assignment, Kalman filter, extended Kalman filter. Please check with the ECE Department prior to registering. Topics may be chosen from any of the areas of electrical engineering. 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". 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. The course will cover basic devices and applications in Electromagnetic waves. (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 in Electrical and Computer Engineering, Request for Graduate Transfer Credit application, Download the MSE-Electrical Engineering Curriculum (Effective Fall 2022), Download the MSE-Electrical Engineering Curriculum, The Regents of the University of Michigan, ECE 500 Mathematical Methods in EE and CE (Required. ECE589 Multidimen Digital Signal Proc 3 Credit Hours. Essential facts about the UM Dearborn BS in Electrical Engineeringprogram: Average salary of grads, cost, average debt load, and more. Students will apply software tools to analyze, design and simulate multirate digital signal processing systems. Introduction to stochastic processes; stationarity, ergodicity; auto correlation and cross correlation, linear systems with random inputs, spectral analysis, Wiener filtering, Kalman filtering. Control will include the classic PID control, position and force control, and trajectory tracking. (W), Prerequisite(s): (ECE500 or ECE5001) and ECE544, ECE645 Coop Robots 3 Credit Hours, This course covers advanced topics related to research in algorithms and methods for robots to cooperate. 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. Examples of current protocols and architectures of wireless data and voice networks are studied. Students will be exposed to a broad range of topics including data collection, data processing, and data mining for electrical power systems. Three hours per week. (F,W,S), ECE980 Pre-Cand Dissertation Research 1 to 9 Credit Hours, Full Title: Pre-Candidate Dissertation Research Applications to smoothing, parameters estimation, prediction, system identification. 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. All projects must be undertaken with one or more students under the supervision of the instructor. Three lecture hours per week. 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. Devices include diodes, bipolar junction transistors, MOSFETs and operational amplifiers. In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. Classification of electromagnetic environments will also be discussed. ECE560 Modern Control Theory 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. Individual or group study, design, or laboratory research in a field of interest to the students. Memory architecture and memory structures of digital signal processors are examined. Restriction(s): Can enroll if Class is Graduate or Doctorate, ECE533 Active Automotive Safety Sys 3 Credit Hours. Three lectures hours per week. The following are suggested specializations. Three lecture hours per week. 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. Nonlinearities in control systems; phase plane analysis; isoclines, equilibrium points, limit cycles, optimum systems; heuristic methods; harmonic balance, describing function, frequency response and jump phenomena, oscillations in relay systems; state space; optimum relay controls; stability; Liapunov's method. State-identification and fault-detection experiments. The majority of these techniques are heavily based on probabilistic reasoning and optimization-two areas with wide applicability in intelligent robotic systems. The D.Eng. EECS 334: Principles of Optics. Reliability & Fault Tolerance. 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. ECE569 Computer-Based Automation 3 Credit Hours. The ECE Department offers an evening program of 30 credit hours, leading to the degree of Master of Science in Engineering (Electrical Engineering). This course introduces important theory and modern technology in robot vision. Three lecture hours per week. ECE5121 Mod & Des of Electrnic Cir&Sys 3 Credit Hours. ECE519 Adv Topics in EMC 3 Credit Hours. Three lecture hours per week. Three lecture hours per week. Bachelor's degree in Electrical and/or Computer Engineering with an overall GPA of 3.0 or higher. A student gets a satisfactory grade if he/she attends at least two research seminars during the course period. (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. The basic limitations and alternatives for communications signaling are studied, using appropriate mathematical tools. (F). Students will get an overview of various mobile operating systems and will learn how to develop software for mobile devices. The focus of this class is on protection of radial fed system, fault studies and arc-flash calculations. 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. Students will gain experience in terms of designing, simulating and implementing electronic circuits and systems. program in electrical and computer engineering 8/2/2021 Doctor of Engineering programs are an increasingly popular Ph.D. alternative for working professionals who want applied research expertise. 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. Nuclear Engineering & Radiological Sciences. 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. (F). 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. A study of data communications and network architecture fundamentals. 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. A project is required. In addition, students must maintain a cumulative GPA of 3.0 or higher in every semester. 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. Current trends in operating system design. aerospace, maritime, vehicular, industrial) as an enabler of flexible and robust system design. Michigan Engineering | University of Michigan 1221 Beal Avenue. (3 credits), and any one ECE course at the graduate level. 2. Restriction(s): Can enroll if Major is Electrical Engineering, Manufacturing Engineering, Computer Engineering, ECE541 Sustainable Energy Systems 3 Credit Hours. Students admitted to the program are required to take courses as specified below. 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. Core Courses (Select 3 courses from the following), Specialization Courses (Select 3 courses from the following lists). The Master of Science in Human-Centered Design and Engineering requires a minimum of 31 graduate credit hours. Review of representative electronic devices and illustrative applications. "Automotive engineering is one of the most technologically interesting . Detroit Manufacturing Systems (DMS) Sep 2022 - Present6 months. Respected. Three lecture hours per week. 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 (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. Properties of electronic materials. Special projects for laboratory or library investigation with the intent of developing initiative and resourcefulness. Case Studies will be presented to illustrate a variety of applications. 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. 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. Academic advising is primarily done by faculty advisors with expertise in the area and with the support of our knowledgeable graduate staff. EECS 330: Electromagnetics II. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. 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. Examples involving various types of applications (automotive, communications, computers) will be discussed. (YR), ECE5541 Embedded Networks 3 Credit Hours. (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. ECE5701 Intro to Wireless Comm 3 Credit Hours. Three lecture hours per week. I managed the PLM software (Obbligato III) on-site for our US operations. Students in RE program must take this course in the first year. 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. This course is designed to provide a broad overview of the engineering, art, and business of developing multimedia systems. 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. Students will work with various tools and techniques used by attackers to compromise active as well as passive sensors. ECE527 Multimedia Secur & Forensics 3 Credit Hours. Students are expected to have knowledge of MATLAB or C/C++ programming and will be required to accomplish a course-related project. EECS 398: SPECIAL TOPICS COURSES: All Current and Past Offerings. ECE591 Directed Studies 1 to 3 Credit Hours. 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. These may include data structures, algorithm complexity, personal software development process, team software process, Six sigma, DFSS, software techniques, software engineering application, and software design. It covers vehicle dynamics, energy sources, electric propulsion systems, regenerative braking, parallel and series HEV design, practical design considerations, and specifications of hybrid vehicles. Three lecture hours per week. Three lecture hours per week. UM-Dearborn launches D.Eng. Robot simulation technologies and tools will be introduced. Restriction(s): Can enroll if Class is Graduate, ECE510 Vehicle Electronics I 3 Credit Hours, This course discusses the principles of electrical engineering and applications of electrical and electronic systems in automobiles, including resistive, inductive, and capacitive circuit analysis, semiconductor diodes, junction transistors, FETS, rectifiers, and power supplies, small signal amplifiers, biasing considerations, gain-bandwidth limitations, circuit models. Students will gain an understanding of the language, formalism, and methods of artificial neural networks. 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. Representative topics include: Intelligent systems design, training and evaluation, decision trees, Bayesian learning, reinforcement learning. 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. This course will introduce students to multimedia design tools for dynamic media (video and audio). This degree program is available both on campus and online. A cumulative GPA of 3.0 or higher is required in order to be eligible to receive the MSE (EE) degree. Every electrical engineering school has its own distinct culture and strengths. Selected multimedia applications will be discussed and students will be required to work on a project related to multimedia applications such as advertising and marketing, education and training, entertainment, medicine, surveillance, wearable computing, biometrics, and remote sensing. (W). 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. Performance Analysis. Prerequisite(s): ECE478 or CIS450 or IMSE450, ECE579 Intelligent Systems 3 Credit Hours. Ann Arbor, MI 48109-2102 +1 (734) 647-7000 . Students whose undergraduate background is in a field other than Electrical or Computer Engineering may be given conditional admission and required to take preparatory courses in electrical and/or computer engineering. 4901 Evergreen Road. Three lecture hours per week. Students will be expected to read research papers and complete a project with actual robots, e.g., TurtleBots. agencies across the state. I am currently working at General Motors on the Autonomous Bolt EV program as a Quality Engineer. The PDF will include all information unique to this page. Students with inadequate background in Electrical/Computer Engineering may be required to meet with the department graduate advisor to determine the need for preparatory courses. Mathematical models of physical instruments will be introduced. ECE592 Directed Research 1 to 3 Credit Hours, Special problems centered on developing experimental skills. Practical system examples are stressed. The course has substantial computer simulation and research project components. The topics covered in this course include DC machines, permanent magnet AC machines, induction machines, and switched reluctance motors and drives. 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. Topics include cooperation, connectivity, navigation, localization, perception, and control. 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. The course will cover computer simulations of various neural network models and simulations. Basic concepts, algorithms, and standards will be covered for systems that process digital images, vector graphics, and text. ECE665 Optimal Control Systems 3 Credit Hours. Message-based operating systems. The MSE (EE), MSE (CE), and MSE (ESE) programs are designed so that graduates will have: a) a strong foundation the theoretical principles and techniques from science, engineering, and mathematics needed for advanced engineering design and development. Students cannot take both ECE428 and ECE528 for degree credit. Advanced Directed Studies for Doctoral Students: Special topic in electrical or computer engineering. Networks have emerged in a wide range of embedded applications (e.g. (W), Restriction(s): Can enroll if Class is Graduate or DoctorateCan enroll if Level is Graduate or or DoctorateCan enroll if College is Engineering and Computer Science, ECE544 Mobile Robots 3 Credit Hours, This course gives an introduction to all the fundamentals of mobile robots, ranging from theory, such as kinematics, over hardware, such as sensors and motors, to core algorithms for sensory information processing, motion planning and control, and etc. Students may complete the professional elective requirements in several ways: Students are required to select 6 credit hours of graduate-level courses from other non-ECE engineering disciplines, such as: Students may also select any 500-level course from the mathematics & statistics department (MATH, STAT), excluding math subject courses for educators (MATH 508, 5386, 5387, 543, 544, 5440, 5441, 5442, 5443, 5445, 545, 546, 549, 586, 591). Thus, the data sets, performance requirements, operational environment, and need for reliability and robustness necessitate a different approach to network design. 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. (W). This course provides students with hands-on experience through computer-based simulation projects. Design of real time systems. II. Exemptions and transfer credit are granted at the discretion of the program chair. Representation of features in multidimensional space as random vectors. Advances in computer architecture. For additional academic information please contact the ECE office. Programming concepts for DSP processors such as addressing, instruction set, execution control, pipelining, parallel processing and peripherals are discussed. . 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. This course will introduce students to design tools for multimedia systems. 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. Robotic systems other than manipulators will be introduced at the end of this course. This academic equivalency allows U-M graduate engineering students to bypass taking the certification exam to become certified system engineers, a major benefit. Lead acid, nickel metal hydride, and lithium ion batteries will be covered. Restriction(s): Can enroll if Major is Electrical Engineering, Computer Engineering, ECE552 Fuzzy Systems 3 Credit Hours. Linear Algebra using eigen expansions, polynomial functions and matrices and determinants. This course addresses the analysis and design of continuous time (analog) and switched-capacitor filters. Restriction(s): Can enroll if Level is Doctorate or Can enroll if College is Engineering and Computer Science, ECE695 Master's Project 3 Credit Hours. 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 ECE566 Mechatronics 3 Credit Hours. The purpose of this course is NOT to teach students how to become hackers, but rather to teach them about threat models and attack vectors for cyber-physical systems so that they can develop countermeasures to defend against threats. The Integrative Systems + Design Division offers the opportunity for students to achieve INCOSE certification. 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. This course covers sensor data security and integrity verification and its applications to transportation systems, robotics, IoTs, smart cities, and industrial control systems. EECS 373: Introduction to Embedded System Design ( video overview) EECS 381: Object-Oriented and Advanced Programming. 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 Review of discrete-time signals and systems, introduction of discrete-time random signals and variables, linear signal models, nonparametric power spectrum estimation, least-squares filtering and prediction, signal modeling and parametric spectral estimation, selected topics. Much of the course addresses Industrial Control Systems and smart grids. The course introduces the fundamentals of speech processing using digital signal processing methods and techniques. Three lecture hours per week. 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. ECE5752 Reconfigurable Computing 3 Credit Hours. Three lecture hours per week. ECE590 Selected Topics 1 to 3 Credit Hours. An ability to use modern engineering software, processes, devices, and diagnostic tools for advanced engineering design and development. SIMD and MIMD structures. Finally, the requirements of EDV and renewable energy application examples will be explained. Office of the Provost. Students will gain understanding of the language, formalism, and methods of pattern recognition. The course will also cover basics of cryptography and coding theory. 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. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. Students will learn how to mathematically pose various pattern recognition problems and analytically derive some well-known statistical results and learning rules. Topics include: Transform Techniques using Fourier series, Fourier transforms, Laplace transforms and Sampling Theorem. Application of the methodologies, tools and theory of software engineering to produce a specific validated software product. ECE528 Cloud Computing 3 Credit Hours. Including their publications, grants and teaching activities. 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. Enrollment in cognate courses may be dependent on prior authorization from both the non-ECE Department and the ECE department. Three lecture hours per week. in Electrical and Computer Engineering, The Regents of the University of Michigan. signal processing and control concepts. The course will cover topics such as electrified powertrain configurations. Prerequisite(s): (ECE570 and ECE5701) or CIS 627, ECE675 Computer Architecture II 3 Credit Hours. ECE517 Adv Pwr Electrncs&Motor Drvs 3 Credit Hours. In terms of business, students will learn how to identify customer needs and think like an entrepreneur. 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. Various sound synthesis strategies will be introduced: wave tables, additive synthesis, subtractive synthesis, frequency modulation, and granular synthesis. Failure mechanisms and interconnect lifetime prediction. An approved course exemption does not reduce the total number of credit hours needed to satisfy program requirements. The key engineering elements include microprocessor technology, electronics, sensors and actuators, data communication and interface, control algorithms, and mechanisms of machine elements.
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