ECE528 Cloud Computing 3 Credit Hours. (W). A special topics course providing an in-depth examination of one or several areas in image processing and/or machine vision. In terms of business, students will learn how to identify customer needs and think like an entrepreneur. The course has substantial computer simulation and research project components. 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. This course covers the EMC requirements and EMC test methods for large systems. (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 (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. The basic limitations and alternatives for communications signaling are studied, using appropriate mathematical tools. (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 course introduces the fundamentals of speech processing using digital signal processing methods and techniques. (W.YR), Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate, ECE5544 Intro. Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). (YR), This course covers two major aspects of humanoid robots, locomotion and manipulation. Orcid identifier 0000-0001-6591-8515. Distributed operating systems. PN junctions, bi-polar and field-effect transistors. The online students have the opportunity to interact with the instructors and with fellow students (both on campus as well as online) through CANVAS. Computer control of machines and processes. Three lecture hours per week. Restriction(s): Can enroll if Major is Electrical Engineering, Manufacturing Engineering, Computer Engineering, ECE541 Sustainable Energy Systems 3 Credit Hours. (F, W). EECS 330: Electromagnetics II. This course discusses advanced topics in electronics with an emphasis on vehicle applications. 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. This course will give students an introduction to power and energy management systems. Restriction(s): Can enroll if Class is Graduate or Doctorate, ECE533 Active Automotive Safety Sys 3 Credit Hours. 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. Restriction(s): Can enroll if Level is Rackham or GraduateCan enroll if Major is Software Engineering, Industrial & Systems Engin, Mechanical Engineering, Computer Engineering, Electrical Engineering, ECE505 Intro to Embedded Systems 3 Credit Hours. Topics will include basic flight principles of fixed-wing and rotary-wing aircraft, inertial representations in 3D space, the principles of Bayesian state estimation, visual odometry, path planning, and autonomous navigation. This course will introduce students to design tools for multimedia systems. Special topics on product testing, reliability assurance, accelerated reliability testing, product lifetime models, and automotive environments will also be addressed. 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. Parallel and non-Von Neumann architectures. 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. 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. View the University of Michigan profile of Xuan Zhou. Classification of electromagnetic environments will also be discussed. ECE576 Information Engineering 3 Credit Hours. Performance Analysis. Three lecture hours per week. Three lecture hours per week. Basic concepts, algorithms, and standards will be covered for systems that process digital images, vector graphics, and text. In addition, students must maintain a cumulative GPA of 3.0 or higher in every semester. Articulated body dynamics, contact modeling, and contact dynamics will be presented first. 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. The course will require student presentations and a substantial term project. 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. ECE588 Robot Vision 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. 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. Topics include: an overview of embedded processors and microcontrollers, digital signal processors, field programmable gate arrays (FGPAs), sensors and actuators, embedded operating systems including various Linux and Android platforms, and embedded networks. 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. Please note that beginning in Fall 2015, all freshmen must follow theDearborn Discovery Core (DDC)requirements. 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. 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. Some automotive EE applications are used for case study. Project oriented course. 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. Locomotion will cover balance control, footstep planning, walking gait generation, joint space trajectory planning, and human motion tracking. Additional cognate options may be approved by the ECE department. Sensing technologies including basic computer vision will be covered. 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. Three hours per week. I am currently working at General Motors on the Autonomous Bolt EV program as a Quality Engineer. Representation of features in multidimensional space as random vectors. RISC computers. 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. These are partial lists and will be expanded and updated from time to time. 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. Review of representative electronic devices and illustrative applications. (May not be available to students with EE or CE degrees) Three lecture hours per week. 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. Selected examples include applications such as voltage regulators and battery chargers. Operating systems for parallel architectures. Possible applications covered include speech synthesis, speech coding and speech recognition. Three lecture hours per week. The Electrical Engineering program is also offered online throughCECS Online. Current trends in operating system design. Modeling and simulation will also be covered. (F), Restriction(s): Can enroll if College is Engineering and Computer Science, ECE502 Electromag Theory & Simul 3 Credit Hours. Required unless waived. Three lectures hours per week. Message-based operating systems. Michigan Engineering | University of Michigan 1221 Beal Avenue. 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. SIMD and MIMD structures. Students cannot receive credit for both ECE4881 and ECE588. . Three lecture hours per week. 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. Advanced data communications, sensor motes, systems architecture and design, wireless communications standards and protocols, routing, security, operating systems, language support, and applications. Course includes lectures and case studies. Detroit Manufacturing Systems (DMS) Sep 2022 - Present6 months. Topics include a survey of embedded software Modeling machine and process dynamics. 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. This course introduces the basics of energy storage systems for EDV. Today's electrical engineer is a leader among those who work toward making our world better. Formal models of operating systems. This is a research seminar on advanced topics in intelligent systems. Jobs: Most of the recruiters coming to Michigan are looking for electrical engineers, and are willing to pay them among the highest salaries. Applications of speech processing are also presented. Students cannot take both ECE428 and ECE528 for degree credit. Students will be exposed to a broad range of topics including data collection, data processing, and data mining for electrical power systems. Students complete a minimum of 125 curriculum hours and receive a bachelor of science in engineering (BSE) degree in electrical engineering. Then, theoretical methods for analyzing the kinematic and dynamic properties of a mobile robot are discussed, followed by the discussion on the key subsystems of a mobile robot, including perception, localization, planning and control. Effect of tolerances of circuit elements on the performance of the circuit behavior will be analyzed. The course is intended to provide an overview of information security, CPS security, risk assessment and mitigation, network security, attack-resiliency for bulk power systems, attack surface analysis and reduction techniques, cyber-security testbeds, security standards and best practices for critical infrastructure, e.g., smart power grids. Object of this course is to introduce current techniques information security in general and multimedia security in particular. 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 Electrical Engineering, Computer Engineering, ECE518 Mat Selec for Commercial Prod 3 Credit Hours. 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. This degree program is available both on campus and online. This academic equivalency allows U-M graduate engineering students to bypass taking the certification exam to become certified system engineers, a major benefit. 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. The course covers important technologies relevant to intelligent vehicle systems including systems architecture, in-vehicle electronic sensors, traffic modeling and simulation. 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. This class includes assignments to reinforce learning and uses industry leading edge hardware to simulate control and monitoring of real world scenarios. ECE569 Computer-Based Automation 3 Credit Hours. It covers vehicle dynamics, energy sources, electric propulsion systems, regenerative braking, parallel and series HEV design, practical design considerations, and specifications of hybrid vehicles. Complete ECE 505 and ECE 510 as directed by the ECE Department if undergraduate degree is not in Electrical Engineering/Computer Engineering disciplines. Analysis of layout and the design of subsystems. 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. Students will be exposed to a broad range of advanced topics including power converter topologies; DC-DC, DC-AC, AC-DC and AC-AC power conversions; advanced power semiconductor devices; large-signal and small-signal modeling of power electronics converters; controller design; magnetic design; applications of power electronics in renewable energy and power systems; and computer simulation and modeling. 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). Fundamentally, electrical engineering deals with the controlled application of electricity to the solution of real problems. Individual or group study, design, or laboratory research in a field of interest to the students. Standard software engineering documents must be prepared and approved at each phase of the project, and an oral presentation of the project is required. 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. Grades below B- are not counted and no more than two B-s are allowed. Students will be expected to read research papers and complete a project with actual robots, e.g., TurtleBots. Robotic systems other than manipulators will be introduced at the end of this course. Students will be exposed to advanced system design methods, modeling, simulation, and system verification and evaluation. Three hours per week. Cloud computing represents the emerging Internet-based services/platforms with elastic and scalable computation powers operating at costs associated with service. The purpose of this course is to provide students with advanced techniques for generation and control of movement of a humanoid robot itself and its motion to change the environment. Please check with the ECE Department prior to registering. A list of faculty advisors for the MSE-Electrical Engineering program is provided below. 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. Topics relevant to the design and analysis of VLSI circuits are investigated. This course will give students an introduction to power electronics technology, such as converter analysis and design. ECE567 Nonlinear Control Systems 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). Semiconductors. Supercomputers. The curriculum covers analog and digital circuits, microprocessors, power systems, electrical components and how these are incorporated into sensors, actuators and computer systems. . & Sys. 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. Exemptions and transfer credit are granted at the discretion of the program chair. ECE516 Electronic Materials & IC Proc 3 Credit Hours. Students will get an overview of various mobile operating systems and will learn how to develop software for mobile devices. Three lecture hours per week. Introduction to modern digital computer logic. The course will cover basic devices and applications in Electromagnetic waves. Students should select a minimum of 4 and a maximum of 6 credit hours of courses from other disciplines. Students will design and implement algorithms and simulate driver-highway interactions. 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. 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. Final Day to Submit Summer 2023 Graduate Degree Application: April 19. 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 (Tag: Tools). There were approximately 192 electrical engineering students who graduated with this degree at UM Dearborn in the most recent data year. 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