The majority of these techniques are heavily based on probabilistic reasoning and optimization-two areas with wide applicability in intelligent robotic systems. 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. (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. Students should select a minimum of 4 and a maximum of 6 credit hours of courses from other disciplines. Core Courses (Select 3 courses from the following), Specialization Courses (Select 3 courses from the following lists). Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Computer & Information Science, Computer Engineering, Software Engineering, Industrial & Systems Engin, Mechanical Engineering, Automotive Systems Engineering, Electrical Engineering, ECE5422 Grid Protection 3 Credit Hours. 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. For a complete list of ECE courses please view the Course Descriptions later in this Catalog. 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. 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. The topics of ubiquitous and pervasive computing will be introduced and discussed. Students may be placed on probation, if their cumulative GPA falls below 3.0. Electrical engineering is one of the broadest of all engineering degrees - allowing students to move into virtually any area of their choosing. Overview of embedded operating systems, cross-development techniques & tools. Topics relevant to the design and analysis of VLSI circuits are investigated. Students will gain understanding of the language, formalism, and methods of pattern recognition. A team-based term project may be required. Detroit, Michigan, United States. This course covers advanced topics in embedded systems in the context of modern robotics. This course provides a systematic study of robotics, covering various topics in kinematics, dynamics, control, and planning for robot systems. Dr. Xuan Zhou is an associate professor in the department of Electrical and Computer Engineering, University of . Restriction(s): Can enroll if Major is Computer Engineering, Electrical Engineering, Computer & Information Science, ECE572 Sequential Machines 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. 2. ECE620 Sensor Security and Data Integrity Validation 3 Credit Hours. This course cannot be taken with ECE500. & Sys. Three lecture hours per week. Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Mechanical Engineering, Industrial & Systems Engin, Computer Engineering, Electrical Engineering, ECE542 Intr to Pwr Mgmt & Reliability 3 Credit Hours. The class lectures, notes, and discussions are posted on CANVAS for online students' access. (F, W). Clustering analysis and unsupervised learning. Three lecture hours per week. Detroit Manufacturing Systems (DMS) Sep 2022 - Present6 months. 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. An oral presentation and a final report on the research effort are required for completion. If you wish to design, invent and improve devices that enhance life for the individual, as well as help solve society's problems, EE is a great place for you. Mar 2009 - Aug 202213 years 6 months. The curriculum covers analog and digital circuits, microprocessors, power systems, electrical components and how these are incorporated into sensors, actuators and computer systems. Including their publications, grants and teaching activities. Students are expected to have knowledge of high-level programming language and will be required to accomplish a research-related course project. However, students will be expected to generalize the concepts for other CPSs. Object of this course is to introduce current techniques in multimedia communications. Various sound synthesis strategies will be introduced: wave tables, additive synthesis, subtractive synthesis, frequency modulation, and granular synthesis. Restriction(s): Can enroll if Major is Electrical Engineering, Computer Engineering, ECE552 Fuzzy Systems 3 Credit Hours. A project report and a seminar are required. Real TIme Memory management.. 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. This course gives in depth study in advanced technologies in the electrified vehicle powertrain. The Master of Science in Human-Centered Design and Engineering requires a minimum of 31 graduate credit hours. ECE5831 Pat Rec & Neural Netwks 3 Credit Hours. This course addresses the analysis and design of continuous time (analog) and switched-capacitor filters. The course is to introduce a design methodology in an integrated system environment through case studies and design projects. As the complexity of the systems grows, developers will be presented with significant challenges. Sensing technologies including basic computer vision will be covered. Exemptions and transfer credit are granted at the discretion of the program chair. 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. Overall, an MS Degree in Electrical Engineering from the University of Michigan . In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. ECE519 Adv Topics in EMC 3 Credit Hours. Students cannot take both ECE415 and ECE5425 for degree credit. The course has three lecture hours per week. There were approximately 192 electrical engineering students who graduated with this degree at UM Dearborn in the most recent data year. 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. 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. 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. 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. 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. 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). Must be taken in the first year), ECE 5831 Pattern Recognition and Neural Networks. Simulating machine and process operations. 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 are expected to be able to analyze and design electric drive systems for various applications including automotive power train applications. Jobs: Most of the recruiters coming to Michigan are looking for electrical engineers, and are willing to pay them among the highest salaries. (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. ECE 5121 Modeling & Design of Elec Cir. In depth study of advanced technologies in computer networks and wireless communications. (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. ECE670 Adv Comp Netwk&WL Comm 3 Credit Hours. Orcid identifier 0000-0001-6591-8515. 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. A final research course project is required. ECE535 Mob Dev & Ubiqys Comp Sys 3 Credit Hours. Restriction(s): Cannot enroll if Class is Can enroll if Level is Graduate or DoctorateCannot enroll if Major is, ECE529 Intro to Computer Music 3 Credit Hours. The course will also cover basics of cryptography and coding theory. Three lecture hours per week. (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. Today's electrical engineer is a leader among those who work toward making our world better. Topics include ensemble techniques, multi-objective optimization, and intelligent agents. Practical system examples are stressed. The degree is offered with a concentration area in either Data Science and Machine Learning (DS/ML), Autonomous systems (AS), or Microelectronics and Integrated Circuits (MI). Various analysis tools will be covered, including the Fourier transform and windowing techniques. Three lecture hours per week. ECE589 Multidimen Digital Signal Proc 3 Credit Hours. ECE592 Directed Research 1 to 3 Credit Hours, Special problems centered on developing experimental skills. 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. Devices include diodes, bipolar junction transistors, MOSFETs and operational amplifiers. This course will introduce students to multimedia design tools for dynamic media (video and audio). 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. Three lecture hours per week. ), Restriction(s): Can enroll if Class is GraduateCannot enroll if Major is Electrical Engineering, Computer Engineering, ECE512 Analog Filter Design 3 Credit Hours. 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 Introduction to stochastic processes; stationarity, ergodicity; auto correlation and cross correlation, linear systems with random inputs, spectral analysis, Wiener filtering, Kalman filtering. In terms of business, students will learn how to identify customer needs and think like an entrepreneur. (W). Minimum Grade Requirement in addition to maintaining a minimum cumulative GPA of 3.0 or higher every semester: 1. 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. to CPS Security 3 Credit Hours, This course covers introductory topics in cyber-physical systems (CPSs) security. This course will also discuss some specific topics in robotics research, including robot manipulators, mobile and walking robots, and robot hands, in which we will see how the above principles and methods are being used together. Example topics include DC, induction, synchronous and reluctance drives; industrial and residential application of power electronics; practical aspects of design of power electronics devices including heat sink and magnetic components designs. Students will work with various tools and techniques used by hackers to compromise computer systems or otherwise interfere with normal operations. Three lecture hours per week. Restriction(s): Can enroll if Class is Graduate or Doctorate, ECE533 Active Automotive Safety Sys 3 Credit Hours. Three lecture hours per week. Students must maintain a cumulative GPA of 3.0 or higher in every semester. Academic advising is primarily done by faculty advisors with expertise in the area and with the support of our knowledgeable graduate staff. 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. Prerequisite(s): (ECE570 and ECE5701) or CIS 627, ECE675 Computer Architecture II 3 Credit Hours. A student gets a satisfactory grade if he/she attends at least two research seminars during the course period. Case studies and applications. 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. Formal models of operating systems. Effect of tolerances of circuit elements on the performance of the circuit behavior will be analyzed. The course will be organized as a combination of conventional lectures, workshops-style discussion, and design review sessions. Final Day to Submit Summer 2023 Graduate Degree Application: April 19. 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. I managed the PLM software (Obbligato III) on-site for our US operations. (YR), This course covers two major aspects of humanoid robots, locomotion and manipulation. Thus, the data sets, performance requirements, operational environment, and need for reliability and robustness necessitate a different approach to network design. 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. Analysis of layout and the design of subsystems. Three lectures hours per week. Three lecture hours per week. In addition, the student will learn how to perform computer simulations of various statistical and neural network models, and learn how to select appropriate model parameters, such as network architecture, hidden layer size, and learning rate. 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. Additional cognate options may be approved by the ECE department. Course includes lectures and case studies. Three lectures hours per week. Three lecture hours per week. Special projects for laboratory or library investigation with the intent of developing initiative and resourcefulness. ECE530 Energy Storage Systems 3 Credit Hours. ECE5252 MM Design Tools II 3 Credit Hours. ECE5121 Mod & Des of Electrnic Cir&Sys 3 Credit Hours. Numbers and coding systems; Boolean algebra with application to logic systems; examples of digital logic circuits; simple machine language programming and Assembly and C/C+ programming language; microprocessors programming (both assembly and C/C+) for input/output, interrupts, and system design. Topics include fuzzy set theory, applications to image processing, pattern recognition, artificial intelligence, computer hardware design, and control systems. Students will become familiar with the mathematical tools needed for digital signal processing such as the Fourier transform, frequency response, the sampling theorem, and z-transform method. programs. Eng.) Students will use simulation tools to design filters and verify circuit performance. Three lecture hours per week. . An in-depth study of selected topics in design and development of virtual systems in industrial environments. Complete ECE 505 and ECE 510 as directed by the ECE Department if undergraduate degree is not in Electrical Engineering/Computer Engineering disciplines. (3 credits), and any one ECE course at the graduate level. 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. Industrial and Manufacturing Systems Engineering (IMSE), ECE 500 Mathematical Methods in EE and CE (Required unless waived. Three lecture hours per week. Message-based operating systems. Three hours per week. 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. This course addresses advances in reconfigurable computing techniques, design, and research. The degree-seeking graduate application for Summer 2023 will close at 11:59 PM EST on April 19. Three lecture hours per week. The basic limitations and alternatives for communications signaling are studied, using appropriate mathematical tools. All three courses may be taken from one specialization or a combination of any of the specializations. & Privacy for Smart Grids 3 Credit Hours, Full Course Title: Security and Privacy for Smart Grids (AY). A strong foundation the theoretical principles and techniques from science, engineering, and mathematics needed for advanced engineering design and development. 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. 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. Multi-tasking. This course provides students with hands-on experience through computer-based simulation projects. The course will cover topics such as electrified powertrain configurations. The focus of this class is on protection of radial fed system, fault studies and arc-flash calculations. Three lecture hours per week. Self guided lab assignments. 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. signal processing and control concepts. digital controllers, diagnostic systems. ECE590 Selected Topics 1 to 3 Credit Hours. Three lecture hours per week. Topics may be chosen from any of the areas of electrical engineering. Three lecture hours per week. Three lecture hours per week. Other energy storage systems such as super conducting magnetic, hydraulic, compressed air, and integrated (hybrid) energy storage systems, will be discussed as well. Making a world of difference. Grades below B- are not counted and no more than two B-s are allowed. Various solution approaches will be covered including statistical methods and neural network-based methods. Memory architecture and memory structures of digital signal processors are examined. Projects can be faculty-generated, self-generated, and/or work related. 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. A term project may be required. (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. Bayesian decision theory, discriminant functions and supervised learning. Three lecture hours per week. ECE576 Information Engineering 3 Credit Hours. This course introduces important theory and modern technology in robot vision. Three lecture hours per week. All projects must be undertaken with one or more students under the supervision of the instructor. 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. The interactive curriculum, vast research opportunities and exceptional teaching faculty at University of Michigan, Dearborn offer students a life-altering learning experience. (F), ECE 532 Auto Sensors and Actuators (F 08), ECE 533 Active Automotive Safety Systems (SS 09). This course addresses the analysis and design of discrete time signals and systems. 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. This course will introduce students to methods and technologies of computer music. & Sys. 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. Enrollment in cognate courses may be dependent on prior authorization from both the non-ECE Department and the ECE department. All three courses may be taken from one specialization or a combination of any of the specializations. The electrical engineering program prepares a student to select from a broad range of career possibilities in design, development, manufacturing, sales, administration, and research. Students will gain experience in terms of designing, simulating and implementing electronic circuits and systems. architectures, real-time principles and concerns, sensor and actuator interfacing, PIO feedback Representative topics are sensors and image formation, advanced algorithms in object feature filtering, extraction and recognition, texture and colors, motion, 3D vision, and applications. 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. This course aims to cover attack surfaces, threat modeling and attack vector executions for commonly used sensors and develop countermeasures to defend against them. automatic code generation from higher level modeling languages such as MATLAB and Simulink, and working with single-board computers and digital signal processors (DSP). Introduction to pattern recognition (PR) as a process of data analysis. Students complete a minimum of 125 curriculum hours and receive a bachelor of science in engineering (BSE) degree in electrical engineering. 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. Students will work with various tools and techniques used by attackers to compromise active as well as passive sensors. Plm software ( Obbligato III ) on-site for our US operations coding theory is a leader those... On protection of radial fed system, fault studies and design of continuous time ( analog ) switched-capacitor... Probation, if their cumulative GPA of 3.0 or higher in every semester are examined degree Credit in electrical engineering. Counted and no more than two B-s are allowed graduate Credit Hours, the. 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