Permission of instructor required. This academic equivalency allows U-M graduate engineering students to bypass taking the certification exam to become certified system engineers, a major benefit. (W), ECE578 Advanced Operating Systems 3 Credit Hours. Object of this course is to introduce current techniques information security in general and multimedia security in particular. This course covers the EMC requirements and EMC test methods for large systems. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Rackham or Graduate, ECE525 Multimedia Data Stor & Retr 3 Credit Hours. This courses introduces basic components of robotic systems, selection of coordinate frames, homogeneous transformations, solutions to kinematics of manipulators, velocity and force/torque relations, dynamic equations using Euler-Lagrange formulation, obstacle avoidance and motion planning, classical controllers for manipulators and controller design using torque method, and robot simulation tools. (F), ECE555 Stochastic Processes 3 Credit Hours. Term project. 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. Three lecture hours per week. The course will cover basic devices and applications in Electromagnetic waves. Restriction(s): Can enroll if Major is Computer Engineering, Electrical Engineering, Computer & Information Science, ECE572 Sequential Machines 3 Credit Hours. A study of the concept of fuzzy set theory including operations on fuzzy sets, fuzzy relations, fuzzy measures, fuzzy logic, with an emphasis on engineering application. 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! Three lecture hours per week. Clustering analysis and unsupervised learning. Please check with the ECE Department prior to registering. The BSE in Electrical Engineering program is accredited by the Engineering Accreditation Commission of ABET, http://www.abet.org/. 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. State-identification and fault-detection experiments. 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. Three lecture hours per week. 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. This includes such things as motors, transistors, integrated circuits, and lasers as well as larger physical systems for which these are components: electrical power generating and distribution systems, communication networks, and computers. *An asterisk denotes that a course may be taken concurrently. Restriction(s): Can enroll if Class is Graduate or DoctorateCannot enroll if Major is, ECE536 All Weather Automotive Vision 3 Credit Hours. ECE620 Sensor Security and Data Integrity Validation 3 Credit Hours. Dissertation work by a Ph.D. candidate in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. Previous undergraduate or graduate coursework deemed substantially similar to MSE core courses may qualify to exempt students from those core courses. 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. Introduction to pattern recognition (PR) as a process of data analysis. Restriction(s): Can enroll if Level is Doctorate or Can enroll if College is Engineering and Computer Science, ECE695 Master's Project 3 Credit Hours. An in-depth study of selected topics in design and development of virtual systems in industrial environments. 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. Edit your . Representative topics are sensors and image formation, advanced algorithms in object feature filtering, extraction and recognition, texture and colors, motion, 3D vision, and applications. A study of data communications and network architecture fundamentals. The ECE Department offers an evening program of 30 credit hours, leading to the degree of Master of Science in Engineering (Electrical Engineering). EECS 398: SPECIAL TOPICS COURSES: All Current and Past Offerings. A project will be required. 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. The course will help students understand the algorithms and tools required to analyze electric power systems. The course objectives are to familiarize the students with the basic concepts of electromechanical energy conversion and electric drive systems. Minimal state space models, on-line estimation schemes, parameter convergence for SISO and MIMO systems, direct and indirect adaptive prediction, minimum prediction error controllers (one-step ahead and model reference control), minimum prediction error adaptive controllers (direct and indirect approach), adaptive control algorithms for close-loop pole assignment, Kalman filter, extended Kalman filter. Must be taken in the first year. Real Time Kernels. 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. Three lectures hours per week. Formal models of operating systems. Topics include cyberspaces, techniques for generating virtual worlds in engineering applications, building blocks of virtual environments including hardware and software. 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. 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 Estimation and learning. PN junctions, bi-polar and field-effect transistors. Restriction(s): Can enroll if Class is Graduate or Doctorate, ECE533 Active Automotive Safety Sys 3 Credit Hours. programs. University of Michigan-Dearborn alumnus with a Bachelor's in Electrical Engineering. Examples of current protocols and architectures of wireless data and voice networks are studied. 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. Computer control of machines and processes. 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. Curriculum requirement sheets and sample course sequences are available through the Office of Advising and Academic Success. Three lecture hours per week. Students will gain understanding of the language, formalism, and methods of pattern recognition. Novi, MI. The basics of digital audio will be covered, including sampling, quantization, and compression standards. Study of automotive sensory requirements; types of sensors; available sensors and future needs. Dr. Xuan Zhou is an associate professor in the department of Electrical and Computer Engineering, University of . (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. automatic code generation from higher level modeling languages such as MATLAB and Simulink, and working with single-board computers and digital signal processors (DSP). 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 median salary for engineers working the field of engineering services earned a median salary of $87,640. ECE5701 Intro to Wireless Comm 3 Credit Hours. Manipulation will include grasping, optimal planning, and dynamic manipulation. Students will be exposed to a broad range of topics including data collection, data processing, and data mining for electrical power systems. Examples involving various types of applications (automotive, communications, computers) will be discussed. 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. Case studies and applications. 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. programs accept students for both part-time and full-time study. 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. ECE530 Energy Storage Systems 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. Deterministic and nondeterministic finite state machine identification. 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. 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. Restriction(s): Can enroll if Level is Doctorate or Rackham or GraduateCan enroll if College is Engineering and Computer Science, ECE642 Robotic Embed Sys 3 Credit Hours, Full Course Title: Robotic Embedded Systems Additional cognate options may be approved by the ECE department. All three courses may be taken from one specialization or a combination of any of the specializations. This course provides a systematic study of robotics, covering various topics in kinematics, dynamics, control, and planning for robot systems. It covers vehicle dynamics, energy sources, electric propulsion systems, regenerative braking, parallel and series HEV design, practical design considerations, and specifications of hybrid vehicles. 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. 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. . Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Electrical Engineering, Computer Engineering, ECE514 VLSI Design 3 Credit Hours. I managed the PLM software (Obbligato III) on-site for our US operations. ECE571 Switching Theory 3 Credit Hours. Essential facts about the UM Dearborn BS in Electrical Engineeringprogram: Average salary of grads, cost, average debt load, and more. Bayesian decision theory, discriminant functions and supervised learning. ECE575 Computer Architecture 3 Credit Hours. Three lecture hours per week. Much of the course aims to cover existing sensing modalities, e.g., LIDAR, Radar, Ultrasonic, Camera, Microphone, etc. Students admitted to the program are required to take courses as specified below. The course covers important technologies relevant to intelligent vehicle systems including systems architecture, in-vehicle electronic sensors, traffic modeling and simulation. Simulation techniques and software will be introduced. A project report and a seminar are required. Applications of PR. The student will learn how to mathematically pose the machine learning problems of function approximation/supervised learning, associative memory and self-organization, and analytically derive some well-known learning rules, including backprop. The D.Eng. In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. Algorithms and methods for video and audio processing and effects will be reviewed. These are partial lists and will be expanded and updated from time to time. & Sys. Making a world of difference. The Master of Science in Human-Centered Design and Engineering requires a minimum of 31 graduate credit hours. All projects must be undertaken with one or more students under the supervision of the instructor. 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. Students should select a minimum of 4 and a maximum of 6 credit hours of courses from other disciplines. Three lecture hours per week. Three lecture hours per week. A student gets a satisfactory grade if he/she attends at least two research seminars during the course period. Overview of embedded operating systems, cross-development techniques & tools. Finally, the requirements of EDV and renewable energy application examples will be explained. digital controllers, diagnostic systems. Three lecture hours per week. All supplemental items must be submitted for an exception to be considered. The electrical engineering program prepares a student to select from a broad range of career possibilities in design, development, manufacturing, sales, administration, and research. Restriction(s): Can enroll if Class is Specialist or Graduate or Doctorate, ECE539 Production of Elec Prods 3 Credit Hours. This course will cover existing information hiding techniques such as digital watermarking, steganography, and fingerprinting. Restriction(s): Can enroll if Class is Graduate, ECE510 Vehicle Electronics I 3 Credit Hours, This course discusses the principles of electrical engineering and applications of electrical and electronic systems in automobiles, including resistive, inductive, and capacitive circuit analysis, semiconductor diodes, junction transistors, FETS, rectifiers, and power supplies, small signal amplifiers, biasing considerations, gain-bandwidth limitations, circuit models. (Tag: Theory), b) an ability to use modern engineering software, processes, devices, and diagnostic tools for advanced engineering design and development. This is an introductory course on electric motor drive systems and their control. This course will cover in-depth study of existing multimedia compression standards such as, MPEG, MJEG, JPEG2000, etc. Electrical engineering is one of the broadest of all engineering degrees - allowing students to move into virtually any area of their choosing. Topics relating to Software Development for engineering applications will be discussed. & Sys. 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. Three lecture hours per week. 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). The Integrative Systems + Design Division offers the opportunity for students to achieve INCOSE certification. The online students have the opportunity to interact with the instructors and with fellow students (both on campus as well as online) through CANVAS. ECE5802 Multirate Sig Proc w/Appl 3 Credit Hours. Review of probability and random variables. Standard software engineering documents must be prepared and approved at each phase of the project, and an oral presentation of the project is required. The certification exam to become certified system engineers, a major benefit industrial environments requirements of and! If he/she attends at least two research seminars during the course covers important technologies relevant to intelligent vehicle including! And dynamic manipulation 6 Credit Hours Advanced Operating systems 3 Credit Hours: //www.abet.org/ cover existing sensing,! Computers ) will be exposed to a broad range of topics including data collection, data,! Security in general and multimedia security in general and multimedia security in general and security! 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