Enrollment in cognate courses may be dependent on prior authorization from both the non-ECE Department and the ECE department. Some automotive EE applications are used for case study. The majority of these techniques are heavily based on probabilistic reasoning and optimization-two areas with wide applicability in intelligent robotic systems. Three lecture hours per week. Three lecture hours per week. Three lecture hours per week. This course provides graduate students with a clear understanding of the latest vehicle power management technologies with an emphasis on alternative fuel vehicles. (F,YR), ECE5545 Sec. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. A Master of Science Degree helps students become creative and independent researchers. ECE590 Selected Topics 1 to 3 Credit Hours. 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. Complete ECE 505 and ECE 510 as directed by the ECE Department if undergraduate degree is not in Electrical Engineering/Computer Engineering disciplines. Three lectures hours per week. Selected examples include applications such as voltage regulators and battery chargers. The course will be organized as a combination of conventional lectures, workshops-style discussion, and design review sessions. This is an advanced course on power electronics and electric drives. ECE526 Multimedia Comm Sys 3 Credit Hours. 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.) In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. Topics include a survey of embedded software Data flow computers. The D.Eng. Impact of modern materials on commercial product performance; representative illustrations from product areas such as automotive vehicles, commercial aircraft, recreational equipment, and electronic products. In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. 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. 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. Three lecture hours per week. 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. Reliability & Fault Tolerance. This course discusses advanced topics in electronics with an emphasis on vehicle applications. Battery management, battery charging, and battery safety will be covered. Distributed operating systems. Applications of PR. (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. Topics include cyberspaces, techniques for generating virtual worlds in engineering applications, building blocks of virtual environments including hardware and software. 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. Sensing technologies including basic computer vision will be covered. ECE507 Intro to Multimedia Sys 3 Credit Hours. Three lecture hours per week. Students will learn about electrical and computer engineering design, computer systems, and computer networking. ECE661 Sys Ident and Adaptive Control 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. This course will cover in-depth study of existing multimedia compression standards such as, MPEG, MJEG, JPEG2000, etc. The degree-seeking graduate application for Summer 2023 will close at 11:59 PM EST on April 19. The curriculum covers analog and digital circuits, microprocessors, power systems, electrical components and how these are incorporated into sensors, actuators and computer systems. This course provides a systematic study of robotics, covering various topics in kinematics, dynamics, control, and planning for robot systems. Today's electrical engineer is a leader among those who work toward making our world better. Three lecture hours per week. 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. Devices include diodes, bipolar junction transistors, MOSFETs and operational amplifiers. This course addresses the analysis and design of continuous time (analog) and switched-capacitor filters. ECE569 Computer-Based Automation 3 Credit Hours. 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. Core Courses (Select 3 courses from the following), Specialization Courses (Select 3 courses from the following lists). ECE798 Doctoral Seminar 0 Credit Hours, After attaining candidacy, every Ph.D. student is required to attend and actively participate in research seminars given by CECS Deans office or individual departments in CECS. Three lecture hours per week. This course addresses advances in reconfigurable computing techniques, design, and research. 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. 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. agencies across the state. Respected. Various sound synthesis strategies will be introduced: wave tables, additive synthesis, subtractive synthesis, frequency modulation, and granular synthesis. The median salary for engineers working the field of engineering services earned a median salary of $87,640. This course will provide an introduction to computer and human interface and AI, user-interface design from design principles and cognitive perspectives. Topics include: Transform Techniques using Fourier series, Fourier transforms, Laplace transforms and Sampling Theorem. . 2. & Sys. ECE517 Adv Pwr Electrncs&Motor Drvs 3 Credit Hours. Object of this course is to introduce current techniques in multimedia communications. For a complete list of ECE courses please view the Course Descriptions later in this Catalog. Students are expected to have knowledge of MATLAB or C/C++ programming and will be required to accomplish a course-related project. Information engineering applications will be discussed. A study of the concept of fuzzy set theory including operations on fuzzy sets, fuzzy relations, fuzzy measures, fuzzy logic, with an emphasis on engineering application. This course will introduce students to design tools for multimedia systems. Students will be expected to read research papers and complete a project with actual robots, e.g., TurtleBots. Restriction(s): Can enroll if Class is Graduate or Doctorate, ECE533 Active Automotive Safety Sys 3 Credit Hours. Grades below B- are not counted and no more than two B-s are allowed. ECE580 Digital Signal Processing 3 Credit Hours. Advanced data communications, sensor motes, systems architecture and design, wireless communications standards and protocols, routing, security, operating systems, language support, and applications. in Electrical and Computer Engineering, The Regents of the University of Michigan. 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 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. 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. 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! Object of this course is to introduce current techniques information security in general and multimedia security in particular. ECE5121 Mod & Des of Electrnic Cir&Sys 3 Credit Hours. Lead acid, nickel metal hydride, and lithium ion batteries will be covered. Machine sensing and diagnostic systems. The study of intelligent vehicle systems includes system architectures, sensors, and algorithms. Integrated circuit processing, bonding and packaging. Michigan Engineering | University of Michigan 1221 Beal Avenue. Finally, a cumulative GPA of 3.0 or higher is required, in order to be eligible to receive the MSE (EE) degree. EECS 351: Digital Signal Processing and Analysis. programs. 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 complete a minimum of 125 curriculum hours and receive a bachelor of science in engineering (BSE) degree in electrical engineering. 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. Parallel and non-Von Neumann architectures. ECE587 Sel Top:Image Proc/Mach Vision 3 Credit Hours. Supercomputers. This course is intended to expose students to fundamentals of security primitives specific to CPSs and to apply them to a broad range of current and future security challenges that such systems are facing. It will cover battery basics, ultracapacitors, flywheels, and hybrid energy storage concepts. 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. All three courses may be taken from one specialization or a combination of any of the specializations. ECE527 Multimedia Secur & Forensics 3 Credit Hours. In addition, students must maintain a cumulative GPA of 3.0 or higher in every semester. ECE560 Modern Control Theory 3 Credit Hours. Please check with the ECE Department prior to registering. | Learn more . This course introduces the basics of energy storage systems for EDV. ECE665 Optimal Control Systems 3 Credit Hours. Three lectures hours per week. Restriction(s): Can enroll if Class is Specialist or Graduate or Doctorate, ECE539 Production of Elec Prods 3 Credit Hours. Feature extraction and selection. ECE 5121 Modeling & Design of Elec Cir. Various hardware and software aspects will be introduces, with particular emphasis on the constraints intrinsic to such system. Impactful Research: Building on $50M of research, EE faculty and students are leaders in transferring technology from the lab to real-world products impacting sustainability, communication and information systems, security, computers, and more. 3135935498 (Work) xuanzhou@umich.edu. ECE670 Adv Comp Netwk&WL Comm 3 Credit Hours. Review of probability and random variables. 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. Estimation and learning. . Topics include signals and data transmission, modulation, encoding, and public carriers and network architectures; data link network layer, and transport layer protocols; case studies of existing and emerging networks; wireless, embedded, and conventional wired systems. The course introduces the fundamentals of speech processing using digital signal processing methods and techniques. ECE575 Computer Architecture 3 Credit Hours. Advances in computer architecture. 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. Introduction to the fundamental concepts of data mining including data exploration, pre-and post-processing, OLAP, predictive modeling, association analysis, and clustering. Special topics on product testing, reliability assurance, accelerated reliability testing, product lifetime models, and automotive environments will also be addressed. Real Time Kernels. This course will give students an introduction to power electronics technology, such as converter analysis and design. Operating systems for parallel architectures. The course will focus on intelligent systems in solving complex problems. Students will be exposed to advanced system design methods, modeling, simulation, and system verification and evaluation. A cumulative GPA of 3.0 or higher is required in order to be eligible to receive the MSE (EE) degree. Three lecture hours per week. Examples of current protocols and architectures of wireless data and voice networks are studied. The class lectures, notes, and discussions are posted on CANVAS for online students' access. Restriction(s): Can enroll if Major is Computer Engineering, Electrical Engineering, Computer & Information Science, ECE572 Sequential Machines 3 Credit Hours. The purpose of this course is to let students get familiar with the traditional mathematical description of a robotic system and understand fundamental concepts and principles in robotics, to enable students to derive equations of motion for robotic systems, analyze their kinematic and dynamic properties, and design control strategies, and also to have students gain knowledge and experience about commonly-used robotic systems and mechanisms. Restriction(s): Can enroll if Major is Electrical Engineering, Manufacturing Engineering, Computer Engineering, ECE541 Sustainable Energy Systems 3 Credit Hours. ECE519 Adv Topics in EMC 3 Credit Hours. The course will cover basic devices and applications in Electromagnetic waves. Students will work with various tools and techniques used by hackers to compromise computer systems or otherwise interfere with normal operations. Programming concepts for DSP processors such as addressing, instruction set, execution control, pipelining, parallel processing and peripherals are discussed. Dissertation work by a Ph.D. candidate in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. 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. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or, ECE584 Speech Processes 3 Credit Hours. Logic design and testing of VLSI circuits. ECE515 Vehicle Electronics II 3 Credit Hours. 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. Making a world of difference. 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 Software Engineering, Electrical Engineering, Computer & Information Science, Computer Engineering, ECE5791 Vehicle Power Management 3 Credit Hours. Three lecture hours per week. ECE5752 Reconfigurable Computing 3 Credit Hours. (F), Restriction(s): Can enroll if College is Engineering and Computer Science, ECE502 Electromag Theory & Simul 3 Credit Hours. This is a project-based class. With 9 top-ten engineering departments in a university with 95 top-ranked programs, we offer you thousands of opportunities to make a difference in the world. 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 major in ECE is an applied research-oriented doctoral degree designed to address the growing needs of industry for engineering professionals with advanced knowledge, technical skills, and the ability to conduct high quality applied research in electrical and computer engineering. This course provides students with hands-on experience through computer-based simulation projects. Pipelining, vector processing, and array processing techniques. 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 are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). Three lecture hours per week. Topics include cooperation, connectivity, navigation, localization, perception, and control. Representation of features in multidimensional space as random vectors. Introduction to pattern recognition (PR) as a process of data analysis. EECS 398: SPECIAL TOPICS COURSES: All Current and Past Offerings. 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. Multi-tasking. (YR), ECE554 Embedded Systems 3 Credit Hours, Survey of real time, sampled data systems and embedded applications, e.g. This course is designed to provide a broad overview of the engineering, art, and business of developing multimedia systems. The goal of this course is to introduce protecting an electrical system from faults and other concerns in distribution system. Our excellence and impact comes through in the work of our two divisions. 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. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Rackham or Graduate, ECE525 Multimedia Data Stor & Retr 3 Credit Hours. Dr. Xuan Zhou is an associate professor in the department of Electrical and Computer Engineering, University of . The Electrical Engineering program is also offered online throughCECS Online. This course addresses the analysis and design of discrete time signals and systems. Undergraduate Electrical Engineering Student at the University of Michigan-Dearborn | Learn more about Hussein Hazime's work experience, education, connections & more by visiting their profile on . All projects must be undertaken with one or more students under the supervision of the instructor. 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. 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 Additional cognate options may be approved by the ECE department. ECE567 Nonlinear Control Systems 3 Credit Hours. architectures, real-time principles and concerns, sensor and actuator interfacing, PIO feedback In consultation with a faculty advisor a student will prepare a proposal describing the work to be performed for approval by the department. 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. The course addresses enabling technologies relevant to active automotive safety systems. Simulating machine and process operations. The program may be completed entirely on campus, entirely online, or through a combination of on-campus and online courses. Models and relevant parameters of display technologies (video and printer) will be discussed. Study of functions and types of actuators in automotive systems. This course will cover the basic issues in multimedia security and forensics and is designed to give the student hands-on experience in various aspects of information security and forensic analysis through the various assignments and projects. I am currently working at General Motors on the Autonomous Bolt EV program as a Quality Engineer. & Sys. The topics of ubiquitous and pervasive computing will be introduced and discussed. The Integrative Systems + Design Division offers the opportunity for students to achieve INCOSE certification. Ann Arbor, MI 48109-2102 +1 (734) 647-7000 . The course will focus on vehicular communications and networking, autonomous vehicles and intelligent transportation systems, robotics networks, and smart grids. 3135935498 (Work) . 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. (3 credits), and any one ECE course at the graduate level. Real TIme Memory management.. A term project may be required. This course gives in depth study in advanced technologies in the electrified vehicle powertrain. 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. Networks have emerged in a wide range of embedded applications (e.g. Fundamentally, electrical engineering deals with the controlled application of electricity to the solution of real problems. Academic advising is primarily done by faculty advisors with expertise in the area and with the support of our knowledgeable graduate staff. Three lecture hours per week. Thus, the data sets, performance requirements, operational environment, and need for reliability and robustness necessitate a different approach to network design. Elect the thesis ECE 699 (6 credits) to work under the supervision of a faculty advisor; Take direct study by ECE 591 (3 credits), and one ECE course at the graduate level; Complete ECE 505 and ECE 510 as directed by ECE Department if undergraduate degree is not in Electrical Engineering/Computer Engineering disciplines; Take two additional ECE courses at the graduate level. The focus of this class is on protection of radial fed system, fault studies and arc-flash calculations. 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! Students will also use tools that are unique to interacting with cyber-physical systems. 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. Robotic systems other than manipulators will be introduced at the end of this course. Three lecture hours per week. Application of the methodologies, tools and theory of software engineering to produce a specific validated software product. Project oriented course. Linear Algebra using eigen expansions, polynomial functions and matrices and determinants. In depth study of the principles, algorithms, techniques, protocols and applications of embedded security, including secure software development, light weight cryptographic algorithms, information security protocols for embedded applications, tamper detection, automotive security, embedded network transactions, and other emerging embedded applications in the areas of loT and cyber-physical systems will be covered. Case studies. (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 This course cannot be taken with ECE500. Overall, an MS Degree in Electrical Engineering from the University of Michigan . 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. 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. Three lecture hours per week. (YR), This course covers two major aspects of humanoid robots, locomotion and manipulation. Discussion of large signal and small signal (ac) models, frequency effects and non-ideal models. Electrical Engineering. This academic equivalency allows U-M graduate engineering students to bypass taking the certification exam to become certified system engineers, a major benefit. agencies across the state. Topics may be chosen from any of the areas of electrical engineering. Bachelor's degree in Electrical and/or Computer Engineering with an overall GPA of 3.0 or higher. Essential facts about the UM Dearborn BS in Electrical Engineeringprogram: Average salary of grads, cost, average debt load, and more. 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. Restriction(s): Can enroll if Major is Electrical Engineering, Computer Engineering, ECE552 Fuzzy Systems 3 Credit Hours. Deterministic and nondeterministic finite state machine identification. This course provides an introduction to multirate digital signal processing with application in different fields of engineering, with a focus on the presentation of the theoretical foundation for all aspects of multirate digital signal processing. digital controllers, diagnostic systems. I managed the PLM software (Obbligato III) on-site for our US operations. (F,W,S). ECE592 Directed Research 1 to 3 Credit Hours, Special problems centered on developing experimental skills. Parameter optimization; optimization problems for deterministic systems; calculus of variations on optimal control; maximum principle of Pontryagin; dynamic programming; numerical solution of optimal programming and control problems; singular solutions. The course will develop fundamental understandings for the behavior of these devices. Jobs: Most of the recruiters coming to Michigan are looking for electrical engineers, and are willing to pay them among the highest salaries. 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. ECE535 Mob Dev & Ubiqys Comp Sys 3 Credit Hours. Mathematical models of physical instruments will be introduced. Topics include fuzzy set theory, applications to image processing, pattern recognition, artificial intelligence, computer hardware design, and control systems. Students will gain understanding of the language, formalism, and methods of pattern recognition. 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 Please view the course will give students an introduction to computer and interface! 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