Characterization of complete and incomplete machines, decomposition and state assignment problems. Industrial and Manufacturing Systems Engineering (IMSE). 2. Three lecture hours per week. Advisory prerequisite: Basic understanding of power systems and machine learning. ECE665 Optimal Control Systems 3 Credit Hours. Introduction to stochastic processes; stationarity, ergodicity; auto correlation and cross correlation, linear systems with random inputs, spectral analysis, Wiener filtering, Kalman filtering. The class lectures, notes, and discussions are posted on CANVAS for online students' access. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Rackham or Graduate, ECE525 Multimedia Data Stor & Retr 3 Credit Hours. Various analysis tools will be covered, including the Fourier transform and windowing techniques. Modeling machine and process dynamics. ECE586 Digital Image Processing 3 Credit Hours. This course covers advanced technologies in power electronics with emphasis on hybrid vehicle and renewable applications. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Rackham or GraduateCan enroll if College is Engineering and Computer ScienceCan enroll if Major is Software Engineering, ECE699 Master's Thesis 3 or 6 Credit Hours. in Electrical and Computer Engineering, The Regents of the University of Michigan. Are you Xuan Zhou? In consultation with a faculty advisor a student will prepare a proposal describing the work to be performed for approval by the department. (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 Models and relevant parameters of display technologies (video and printer) will be discussed. Students may complete the professional elective 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). This academic equivalency allows U-M graduate engineering students to bypass taking the certification exam to become certified system engineers, a major benefit. Integrated smart sensors and actuators. In addition to providing students with necessary mathematical knowledge for their future course study and research projects, students will be required to program in MATLAB and/or other languages to gain and improve programming ability. Introduction to the fundamental concepts of data mining including data exploration, pre-and post-processing, OLAP, predictive modeling, association analysis, and clustering. 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 The basic limitations and alternatives for communications signaling are studied, using appropriate mathematical tools. The course covers such topics innovative multimedia interfaces, design ethics, psychological principles, cognitive models, interaction principles, requirements analysis, project management, I/O devices, standards and styles guides, and visual design principles. Three lectures hours per week. We've pulled together some statistics and other details to help you see how the EE program at University of Michigan - Dearborn stacks up to those at other schools.. UM Dearborn is located in Dearborn, Michigan and approximately 8,783 students attend the school each year. In terms of business, students will learn how to identify customer needs and think like an entrepreneur. ECE650 Info Theory in Elec Comm 3 Credit Hours. Application of the methodologies, tools and theory of software engineering to produce a specific validated software product. 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. These are partial lists and will be expanded and updated from time to time. Complete ECE 505 and ECE 510 as directed by the ECE Department if undergraduate degree is not in Electrical Engineering/Computer Engineering disciplines. Students in RE program must take this course in the first year. UM-Dearborn launches D.Eng. A term project may be required. Additional cognate options may be approved by the ECE department. (F). ECE550 Communication Theory 3 Credit Hours. control systems, Audio/time-series filtering (F IR and llR filters), embedded image processing, This course covers advanced topics in embedded systems in the context of modern robotics. Three lecture hours per week. Modeling and simulation will also be covered. Three lecture hours per week. Students are expected to have knowledge of high-level programming language and will be required to accomplish a course project. 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. Students may be placed on probation, if their cumulative GPA falls below 3.0. 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. "Automotive engineering is one of the most technologically interesting . 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. Layered techniques in operating systems. ECE526 Multimedia Comm Sys 3 Credit Hours. Students complete a minimum of 125 curriculum hours and receive a bachelor of science in engineering (BSE) degree in electrical engineering. 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). It is important that engineers are acquainted with fundamental tools and strategies for designing and building such networks. Three lecture hours per week. Three lecture hours per week. Lecture and assignment topics include embedded software architectures and modular software frameworks for robotics, modern computer hardware, robot perception and embedded image processing, automatic code generation from higher level modeling languages (such as MATLAB and Simulink), deployment considerations, as well as other selected advanced topics. The course has three lecture hours per week. Advanced Directed Studies for Doctoral Students: Special topic in electrical or computer engineering. ECE530 Energy Storage Systems 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. Students must maintain a cumulative GPA of 3.0 or higher in every semester. 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. ECE5770 Autonomous UAS 3 Credit Hours, This course will introduce the basic concepts of autonomous unmanned aerial systems. These embedded control networks differ from information technology (IT) networks in that the primary users are not humans, but sensors, actuators, and embedded processors. (Tag: Tools). The online students have the opportunity to interact with the instructors and with fellow students (both on campus as well as online) through CANVAS. 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. The basics of digital audio will be covered, including sampling, quantization, and compression standards. Project oriented course. II. 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. Every electrical engineering school has its own distinct culture and strengths. The University of Michigan is open to prospective students from all walks of life, and we're glad you're considering us. (3 credits), and any one ECE course at the graduate level. Algorithms and methods for video and audio processing and effects will be reviewed. The D.Eng. Three lecture hours per week. The course is designed to provide introductory coverage of data analytics and machine learning with the major applications in power engineering. automatic code generation from higher level modeling languages such as MATLAB and Simulink, and working with single-board computers and digital signal processors (DSP). 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. 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 give students an introduction to power electronics technology, such as converter analysis and design. Phone: 313-593-5030. I managed the PLM software (Obbligato III) on-site for our US operations. Students will be expected to read research papers and complete a project with actual robots, e.g., TurtleBots. Three lecture hours per week. 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). 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 will cover existing information hiding techniques such as digital watermarking, steganography, and fingerprinting. 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. Ann Arbor, MI 48109-2102 +1 (734) 647-7000 . The ECE Department offers an evening program of 30 credit hours, leading to the degree of Master of Science in Engineering (Electrical Engineering). A high level-overview of different types of mobile robots is presented first. Three lecture hours per week. Restriction(s): Can enroll if Class is Graduate or DoctorateCannot enroll if Major is, ECE536 All Weather Automotive Vision 3 Credit Hours. Including their publications, grants and teaching activities. 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. Embedded specification and design techniques. ECE590 Selected Topics 1 to 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. Students will work with various tools and techniques used by hackers to compromise computer systems or otherwise interfere with normal operations. (W). This course will introduce students to methods and technologies of computer music. 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. A special topics course providing an in-depth examination of one or several areas in image processing and/or machine vision. Respected. Pipelining, vector processing, and array processing techniques. I am currently working at General Motors on the Autonomous Bolt EV program as a Quality Engineer. Special projects for laboratory or library investigation with the intent of developing initiative and resourcefulness. Topics include cyberspaces, techniques for generating virtual worlds in engineering applications, building blocks of virtual environments including hardware and software. As the complexity of the systems grows, developers will be presented with significant challenges. The curriculum covers analog and digital circuits, microprocessors, power systems, electrical components and how these are incorporated into sensors, actuators and computer systems. There were approximately 192 electrical engineering students who graduated with this degree at UM Dearborn in the most recent data year. (F,YR), ECE5545 Sec. EECS 334: Principles of Optics. (W), ECE578 Advanced Operating Systems 3 Credit Hours. UM Dearborn is a moderately-sized public university located in the midsize city of Dearborn. This course provides students with hands-on experience through computer-based simulation projects. Electrical engineering is one of the broadest of all engineering degrees - allowing students to move into virtually any area of their choosing. Programming concepts for DSP processors such as addressing, instruction set, execution control, pipelining, parallel processing and peripherals are discussed. Students will be exposed to advanced system design methods, modeling, simulation, and system verification and evaluation. 3135935498 (Work) . The PDF will include all information unique to this page. Restriction(s): Can enroll if Major is Computer Engineering, Electrical Engineering, Computer & Information Science, ECE572 Sequential Machines 3 Credit Hours. Three lecture hours per week. ECE 5121 Modeling & Design of Elec Cir. Review semiconductor circuit elements in detail to model devices for circuit analysis. Three lecture hours per week. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Software Engineering, Electrical Engineering, Computer & Information Science, Computer Engineering, ECE577 Engineering in Virtual World 3 Credit Hours. The course will cover topics such as electrified powertrain configurations. Novi, MI. My role was to transmit and maintain all Engineering communication to . This course cannot be taken with ECE500. However, students will be expected to generalize the concepts for other CPSs. Real Time Kernels. ECE585 Pattern Recognition 3 Credit Hours. This course gives in depth study in advanced technologies in the electrified vehicle powertrain. Three lectures hours per week. Object of this course is to introduce current techniques in multimedia communications. Other energy storage systems such as super conducting magnetic, hydraulic, compressed air, and integrated (hybrid) energy storage systems, will be discussed as well. 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. Topics include ensemble techniques, multi-objective optimization, and intelligent agents. Topics relevant to the design and analysis of VLSI circuits are investigated. ECE515 Vehicle Electronics II 3 Credit Hours. Orcid identifier 0000-0001-6591-8515. For each subsytem, the discussion includes relevant methods for understanding and constructing the model of the environment or planning and controlling the motion of the robot. 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. The following abbreviations are used to denote the frequency of offering: (F) fall term; (W) winter term; (S) summer term; (F, W) fall and winter terms; (YR) once a year; (AY) alternating years; (OC) offered occasionally. Three lecture hours per week. (F). agencies across the state. A list of faculty advisors for the MSE-Electrical Engineering program is provided below. ECE507 Intro to Multimedia Sys 3 Credit Hours. Various sound synthesis strategies will be introduced: wave tables, additive synthesis, subtractive synthesis, frequency modulation, and granular synthesis. 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. 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. (Not open to students with EE degree. The course is to introduce a design methodology in an integrated system environment through case studies and design projects. Supercomputers. An ability to use modern engineering software, processes, devices, and diagnostic tools for advanced engineering design and development. An approved course exemption does not reduce the total number of credit hours needed to satisfy program requirements. Orcid identifier 0000-0001-6591-8515. 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). 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. Three lecture hours per week. Data flow computers. 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. 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. Selected examples include applications such as voltage regulators and battery chargers. Effect of tolerances of circuit elements on the performance of the circuit behavior will be analyzed. Deterministic and nondeterministic finite state machine identification. ECE537 Data Mining 3 Credit Hours. Advances in computer architecture. Properties of electronic materials. In addition, students must maintain a cumulative GPA of 3.0 or higher in every semester. 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 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. Exempted courses must be replaced with ECE courses from within the degree program. Multi-tasking. The University of Michigan, Dearborn campus operates one main suburban campus with an estimated land size of just over 200 acres along with the subordinating Fairlane Campus containing the Fairlane Center North (FCN) and the Fairlane Center South (FCS) amongst a few other buildings. The College of Engineering and Computer Science (CECS) offers 6 doctoral programs: 4 full-time Ph.D. programs and two Doctor of Engineering (D. (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 Starting with rigid body motion, we will learn a systematic way to describe a robot system that consists of multiple links connected through different kinds of joints. ECE517 Adv Pwr Electrncs&Motor Drvs 3 Credit Hours. 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 computer simulations of various neural network models and simulations. (F), Restriction(s): Can enroll if College is Engineering and Computer Science, ECE502 Electromag Theory & Simul 3 Credit Hours. This is a research seminar on advanced topics in intelligent systems. Must be taken in the first year), ECE 5831 Pattern Recognition and Neural Networks. Students cannot take both ECE415 and ECE5425 for degree credit. 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. ECE5702 High-Speed and Adv Networks 3 Credit Hours. Detroit Manufacturing Systems (DMS) Sep 2022 - Present6 months. Electrical Engineering. Restriction(s): Can enroll if Class is Graduate or DoctorateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Electrical Engineering, Computer Engineering, ECE524 Interactive Media 3 Credit Hours. The course will require student presentations and a substantial term project. Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Electrical Engineering, ECE583 Artificial Neural Networks 3 Credit Hours. 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 be exposed to a broad range of topics including data collection, data processing, and data mining for electrical power systems. Grades below B- are not counted and no more than two B-s are allowed. digital controllers, diagnostic systems. Introduction to interactive techniques in PR. Dissertation work by a pre-candidate student in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. UM-Dearborn's new Engineering Lab Building is open and it's definitely meeting expectations. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. Classification of electromagnetic environments will also be discussed. 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 course has 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. The topics of ubiquitous and pervasive computing will be introduced and discussed. Design circuits such as switching circuits, power suppliers, amplifiers, oscillators, non-linear circuits. Students will gain understanding of the language, formalism, and methods of pattern recognition. Three lecture hours per week. 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. Channel models, signal generation and reception are explored. 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. A team-based term project may be required. 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. EECS at Michigan Established. The following are suggested specializations. 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. Must be taken in the first year. This course introduces the basics of energy storage systems for EDV. Three lecture hours per week. Three lecture hours per week. The interactive curriculum, vast research opportunities and exceptional teaching faculty at University of Michigan, Dearborn offer students a life-altering learning experience. Applications of speech processing are also presented. Review of probability and random variables. 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. ), Restriction(s): Can enroll if Class is GraduateCannot enroll if Major is Electrical Engineering, Computer Engineering, ECE512 Analog Filter Design 3 Credit Hours. Required unless waived. ECE5121 Mod & Des of Electrnic Cir&Sys 3 Credit Hours. The D.Eng. ECE589 Multidimen Digital Signal Proc 3 Credit Hours. The Master of Engineering (MEng) degree in Electrical and Computer Engineering is designed to serve students pursuing a terminal, professional Master's degree. 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