Three lecture hours per week. 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. Must be taken in the first year) (F), ECE 580 Digital Signal Processing (F, W, SS), ECE 5831 Pattern Recognition and Neural Networks (W), ECE 529 Introduction to Computer Music (W 10), ECE 5121 Modeling & Design of Elec Cir. The course has substantial computer simulation and research project components. Introduction to pattern recognition (PR) as a process of data analysis. Pipelining, vector processing, and array processing techniques. ECE5770 Autonomous UAS 3 Credit Hours, This course will introduce the basic concepts of autonomous unmanned aerial systems. Fundamentally, electrical engineering deals with the controlled application of electricity to the solution of real problems. This course will give students an introduction to power and energy management systems. UM-Dearborn launches D.Eng. Current trends in operating system design. Application of the methodologies, tools and theory of software engineering to produce a specific validated software product. Curriculum requirement sheets and sample course sequences are available through the Office of Advising and Academic Success. 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. Programming concepts for DSP processors such as addressing, instruction set, execution control, pipelining, parallel processing and peripherals are discussed. The course examines modern applications of multirate digital signal processing including the design of multirate filter banks, using the wavelets transforms to efficiently encode signals for compression purposes, spectral analysis and synthesis of signals. ECE679 Adv Intelligent Sys 3 Credit Hours. 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. 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. Prerequisite(s): (ECE570 and ECE5701) or CIS 627, ECE675 Computer Architecture II 3 Credit Hours. The D.Eng. Novi, MI. Examples involving various types of applications (automotive, communications, computers) will be discussed. Are you Xuan Zhou? Required unless waived. 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. 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. The course will cover basic devices and applications in Electromagnetic waves. 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. Minimum Grade Requirement in addition to maintaining a minimum cumulative GPA of 3.0 or higher every semester: 1. Restriction(s): Can enroll if Class is Graduate or DoctorateCannot enroll if Major is, ECE536 All Weather Automotive Vision 3 Credit Hours. In consultation with a faculty advisor a student will prepare a proposal describing the work to be performed for approval by the department. 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. A final research course project is required. Including their publications, grants and teaching activities. The course will focus on intelligent systems in solving complex problems. This course covers advanced technologies in power electronics with emphasis on hybrid vehicle and renewable applications. Three lecture hours per week. 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. EECS 351: Digital Signal Processing and Analysis. It is important that engineers are acquainted with fundamental tools and strategies for designing and building such networks. A project report and a seminar are required. The course has three lecture hours per week. It is also concerned with the flow of electricity in the human body and with the transmission of signals between planets. 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. (F). 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 major focus of this course is to educate and train graduate students in developing research abilities through literature survey on advanced power system technologies and hands-on projects on modeling and analyzing smart grid applications. State-identification and fault-detection experiments. Advances in computer architecture. Exceptions beyond this deadline must have the approval of the program director. Three lecture hours per week. Performance Analysis. & Sys. EECS 373: Introduction to Embedded System Design ( video overview) EECS 381: Object-Oriented and Advanced Programming. Topics include ensemble techniques, multi-objective optimization, and intelligent agents. digital controllers, diagnostic systems. ECE620 Sensor Security and Data Integrity Validation 3 Credit Hours. in Electrical and Computer Engineering, The Regents of the University of Michigan. 3135935498 (Work) . VLSI computer structures. Students will use simulation tools to design filters and verify circuit performance. Students will design and simulate systems encompassing important concepts presented in the course. The Electrical Engineering program is also offered online throughCECS Online. 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. Introduction to the fundamental concepts of data mining including data exploration, pre-and post-processing, OLAP, predictive modeling, association analysis, and clustering. Information engineering applications will be discussed. Robotic systems other than manipulators will be introduced at the end of this course. Various sound synthesis strategies will be introduced: wave tables, additive synthesis, subtractive synthesis, frequency modulation, and granular synthesis. Representation of features in multidimensional space as random vectors. The following are suggested specializations. Three lecture hours per week. (YR), ECE5541 Embedded Networks 3 Credit Hours. Message-based operating systems. ECE519 Adv Topics in EMC 3 Credit Hours. Students may be placed on probation, if their cumulative GPA falls below 3.0. ECE565 Digital Control Systems 3 Credit Hours. (F, W). A student gets a satisfactory grade if he/she attends at least two research seminars during the course period. ECE567 Nonlinear Control Systems 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. 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. Part of the coursework involves a project concerning the analysis and design of a multimedia-based system. 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 will cover the software and hardware widely used in the rapid prototyping, including Stereolithography (SLA) and virtual reality software and hardware used for rapid prototyping. 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. This is an advanced course on power electronics and electric drives. Applications to smoothing, parameters estimation, prediction, system identification. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. Integrated circuit processing, bonding and packaging. The course covers important technologies relevant to intelligent vehicle systems including systems architecture, in-vehicle electronic sensors, traffic modeling and simulation. 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. 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. Machine sensing and diagnostic systems. Students admitted to the program are required to take courses as specified below. ECE587 Sel Top:Image Proc/Mach Vision 3 Credit Hours. (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 Random Variables using probability density and distribution functions, functions of a random variable, and conditional and joint probabilities. Industrial and Manufacturing Systems Engineering (IMSE). (3 credits), and any one ECE course at the graduate level. BS in Electrical Engineering at University Of Michigan Dearborn 2023: Check Course Fees, Eligibility, Application Deadline for Electrical Engineering at University Of Michigan Dearborn (UM Dearborn) at Yocket. 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. Linear Algebra using eigen expansions, polynomial functions and matrices and determinants. The MSE (EE), MSE (CE), and MSE (ESE) programs are designed so that graduates will have: a) a strong foundation the theoretical principles and techniques from science, engineering, and mathematics needed for advanced engineering design and development. This course will cover in-depth study of existing multimedia compression standards such as, MPEG, MJEG, JPEG2000, etc. Three lecture hours per week. Office of the Provost. Three lecture hours per week. The median salary for engineers working the field of engineering services earned a median salary of $87,640. Course includes lectures and case studies. Students should select a minimum of 4 and a maximum of 6 credit hours of courses from other disciplines. Three lecture hours per week. Electrical Engineering. 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! This course will introduce students to multimedia design tools for dynamic media (video and audio). *An asterisk denotes that a course may be taken concurrently. (F), ECE546 Electric Vehicles 3 Credit Hours. The course objectives are to familiarize the students with the basic concepts of electromechanical energy conversion and electric drive systems. 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. Students are expected to have knowledge of high-level programming language and will be required to accomplish a research-related course project. Three lecture hours per week. Three lecture hours per week. Integrated smart sensors and actuators. Three lecture hours per week. All projects must be undertaken with one or more students under the supervision of the instructor. View on Map. 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. 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. (F,W,S). Parallel and non-Von Neumann architectures. (F), Restriction(s): Can enroll if College is Engineering and Computer Science, ECE502 Electromag Theory & Simul 3 Credit Hours. Restriction(s): Can enroll if Major is Electrical Engineering, Manufacturing Engineering, Computer Engineering, ECE541 Sustainable Energy Systems 3 Credit Hours. Dearborn, MI 48128. 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. (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. Three lecture hours per week. Devices include diodes, bipolar junction transistors, MOSFETs and operational amplifiers. ECE5701 Intro to Wireless Comm 3 Credit Hours. 4901 Evergreen Road. To introduce fundamental concepts and the electrical aspects of HEV, including the design, control, modeling, battery and other energy storage devices, and electric propulsion systems. Complete ECE 505 and ECE 510 as directed by the ECE Department if undergraduate degree is not in Electrical Engineering/Computer Engineering disciplines. Prior to enrollment, a project proposal must be prepared and approved by the instructor and department chair. My role was to transmit and maintain all Engineering communication to . programs. 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. (F). Orcid identifier 0000-0001-6591-8515. 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. The electrical engineering program prepares a student to select from a broad range of career possibilities in design, development, manufacturing, sales, administration, and research. 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 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. Overall, an MS Degree in Electrical Engineering from the University of Michigan . . These include an introduction to CMOS circuits, their characterization and performance estimation. 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. Computer control of machines and processes. EECS at Michigan Established. Previous undergraduate or graduate coursework deemed substantially similar to MSE core courses may qualify to exempt students from those core courses. In terms of technical and engineering issues, students will learn basic data analysis techniques and computer programming tools. ECE526 Multimedia Comm Sys 3 Credit Hours. (Not open to students with EE degree. Estimation and learning. Exemptions and transfer credit are granted at the discretion of the program chair. Introduction to modern digital computer logic. Graduate students electing the thesis option, working under the general supervision of a member of the department faculty, are expected to plan and carry out the work themselves. (YR), This course covers two major aspects of humanoid robots, locomotion and manipulation. The online courses utilize video streaming of the lectures given on campus. Other energy storage systems such as super conducting magnetic, hydraulic, compressed air, and integrated (hybrid) energy storage systems, will be discussed as well. Students will get an overview of various mobile operating systems and will learn how to develop software for mobile devices. The key engineering elements include microprocessor technology, electronics, sensors and actuators, data communication and interface, control algorithms, and mechanisms of machine elements. ECE5702 High-Speed and Adv Networks 3 Credit Hours. In terms of business, students will learn how to identify customer needs and think like an entrepreneur. This course gives in depth study in advanced technologies in the electrified vehicle powertrain. A Master of Science Degree helps students become creative and independent researchers. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. General Curriculum Requirements and Sample Course Sequences Electrical Engineering Core Curriculum Chart Electrical and Computer Engineering 2050 - Institute for Advanced Vehicle Systems Building 4901 Evergreen Road Dearborn, MI 48128 View on Map Phone: 313-593-5420 umd-ecegrad@umich.edu Office Hours Sunday: Closed Monday: 9:00 am-5:00 pm Manipulation will include grasping, optimal planning, and dynamic manipulation. Please be aware that CECS does not allow for course waivers. Associate processors. Dissertation work by a Ph.D. candidate in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. ECE570 Computer Networks 3 Credit Hours. The course addresses enabling technologies relevant to active automotive safety systems. Please check with the ECE Department prior to registering. Reliability & Fault Tolerance. Students cannot take both ECE415 and ECE5425 for degree credit. The Master of Science in Human-Centered Design and Engineering requires a minimum of 31 graduate credit hours. Case studies. This course will provide an introduction to computer and human interface and AI, user-interface design from design principles and cognitive perspectives. UM Dearborn is a moderately-sized public university located in the midsize city of Dearborn. Final Day to Submit Summer 2023 Graduate Degree Application: April 19. ECE537 Data Mining 3 Credit Hours. (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. . Case studies and applications. Three lecture hours per week. 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. Phone: 313-593-5030. 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! Discussion of design practices used in large installation, including component segregation, cable routing, connectors, grounding, shielding, common impedance coupling, ground planes, screening and suppression. Students may be placed on probation, if their cumulative GPA falls below 3.0. Industrial and Manufacturing Systems Engineering (IMSE), ECE 500 Mathematical Methods in EE and CE (Required unless waived. Students will gain experience in terms of designing, simulating and implementing electronic circuits and systems. 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. Advanced techniques and uses in operating system design. 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. The online students have the opportunity to interact with the instructors and with fellow students (both on campus as well as online) through CANVAS. 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. The course will focus on vehicular communications and networking, autonomous vehicles and intelligent transportation systems, robotics networks, and smart grids. 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. This is a project-based class. To introduce fundamental concepts and specifications of electric and hybrid vehicles; vehicle design fundamentals; motors for electric vehicles; controllers and power electronics; energy sources; engineering impact of electric vehicles and practical design considerations. (W), ECE578 Advanced Operating Systems 3 Credit Hours. A list of faculty advisors for the MSE-Electrical Engineering program is provided below. Students who have satisfied all conditions for full or conditional admission and are enrolled in good standing in their graduate program may be eligible to transfer up to a maximum of 6 credit hours of related graduate-level courses from other accredited degree-granting universities with graduate degree programs. The topics of ubiquitous and pervasive computing will be introduced and discussed. The course will also cover basics of cryptography and coding theory. ECE566 Mechatronics 3 Credit Hours. Advisory prerequisite: Basic understanding of power systems and machine learning. (W.YR), Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate, ECE5544 Intro. Three lecture hours per week. Possible applications covered include speech synthesis, speech coding and speech recognition. 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