Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Computer Engineering, Electrical Engineering, Computer & Information Science, ECE582 Intro to Statistical DSP 3 Credit Hours. (W), ECE578 Advanced Operating Systems 3 Credit Hours. 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. 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. Selected examples include applications such as voltage regulators and battery chargers. & Sys. 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. Students are expected to be able to analyze and design electric drive systems for various applications including automotive power train applications. 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. The course will require student presentations and a substantial term project. Advances in computer architecture. The online courses utilize video streaming of the lectures given on campus. agencies across the state. Theoretical aspects and algebraic structure of sequential machines. (AY). ECE591 Directed Studies 1 to 3 Credit Hours. Project oriented course. Three lecture hours per week. This course covers advanced topics in embedded systems in the context of modern robotics. (F,W,S), ECE610 Analog I C 3 Credit Hours, ECE612 Wireless Sensor Networks 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. Review semiconductor circuit elements in detail to model devices for circuit analysis. Sensing technologies including basic computer vision will be covered. Students will be exposed to advanced system design methods, modeling, simulation, and system verification and evaluation. Prior to enrollment, a project proposal must be prepared and approved by the instructor and department chair. major in ECE is an applied research-oriented doctoral degree designed to address the growing needs of industry for engineering professionals with advanced knowledge, technical skills, and the ability to conduct high quality applied research in electrical and computer engineering. Topics include cyberspaces, techniques for generating virtual worlds in engineering applications, building blocks of virtual environments including hardware and software. Detroit Manufacturing Systems (DMS) Sep 2022 - Present6 months. ECE569 Computer-Based Automation 3 Credit Hours. Dissertation work by a pre-candidate student in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. Three lecture hours per week. ECE580 Digital Signal Processing 3 Credit Hours. In CECS, we are committed to excellence. Algorithms and methods for video and audio processing and effects will be reviewed. Control will include the classic PID control, position and force control, and trajectory tracking. The course has substantial computer simulation and research project components. Cloud computing represents the emerging Internet-based services/platforms with elastic and scalable computation powers operating at costs associated with service. Associate Professor. Bayesian decision theory, discriminant functions and supervised learning. 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. ECE517 Adv Pwr Electrncs&Motor Drvs 3 Credit Hours. Three lecture hours per week. This academic equivalency allows U-M graduate engineering students to bypass taking the certification exam to become certified system engineers, a major benefit. 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. 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. Source models and source coding, channel and channel models, information measure, mutual information and entropy, coding for discrete sources such as variable-length codes and optimum variable-length encoding procedure, discrete memoryless channels and capacity, techniques for coding and decoding such as parity-check codes, cyclic codes, and Hamming codes, quantization and error analysis, coding techniques such as DPCM, run-length coding, sub-band coding, transform coding. Fundamentally, electrical engineering deals with the controlled application of electricity to the solution of real problems. There were approximately 192 electrical engineering students who graduated with this degree at UM Dearborn in the most recent data year. Supercomputers. The electrical engineering program prepares a student to select from a broad range of career possibilities in design, development, manufacturing, sales, administration, and research. 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. Students will design and simulate systems encompassing important concepts presented in the course. Part of the coursework involves a project concerning the analysis and design of a multimedia-based system. Three lecture hours per week. Students cannot take both ECE428 and ECE528 for degree credit. This course discusses advanced topics in electronics with an emphasis on vehicle applications. Students may be placed on probation, if their cumulative GPA falls below 3.0. ECE 5121 Modeling & Design of Elec Cir. The D.Eng. ECE5121 Mod & Des of Electrnic Cir&Sys 3 Credit Hours. Examples involving various types of applications (automotive, communications, computers) will be discussed. The basic limitations and alternatives for communications signaling are studied, using appropriate mathematical tools. Three lecture hours per week. 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. Topics of the course include advanced web technologies, distributed computing models and technologies, software as a service (SaaS), virtualization, pallelization, security/privacy and the advance in cloud computing. Representative topics are sensors and image formation, advanced algorithms in object feature filtering, extraction and recognition, texture and colors, motion, 3D vision, and applications. programs. Clustering analysis and unsupervised learning. (F). Orcid identifier 0000-0001-6591-8515. This course will include programming and simulation work and students will be required to accomplish a related course project. Team oriented course project to provide hands-on experience may be required. Course includes lectures and case studies. 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. Models and relevant parameters of display technologies (video and printer) will be discussed. 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. It will cover battery basics, ultracapacitors, flywheels, and hybrid energy storage concepts. Required unless waived. (F, W). Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Mechanical Engineering, Electrical Engineering, Industrial & Systems Engin, Computer & Information Science, Computer Engineering, ECE614 Ctrl Networks for Embedded Sys 3 Credit Hours. UM Dearborn is a moderately-sized public university located in the midsize city of Dearborn. 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. Novi, MI. 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. This course will give students an introduction to power and energy management systems. 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. 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. Three lecture hours per week. 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. In depth study of the principles, algorithms, techniques, protocols and applications of embedded security, including secure software development, light weight cryptographic algorithms, information security protocols for embedded applications, tamper detection, automotive security, embedded network transactions, and other emerging embedded applications in the areas of loT and cyber-physical systems will be covered. This course addresses advances in reconfigurable computing techniques, design, and research. Topics include ensemble techniques, multi-objective optimization, and intelligent agents. These are partial lists and will be expanded and updated from time to time. 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 Students should select a minimum of 4 and a maximum of 6 credit hours of courses from other disciplines. Machine sensing and diagnostic systems. Introduction to modern digital computer logic. 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. Modeling and simulation will also be covered. This course will cover in-depth study of existing multimedia compression standards such as, MPEG, MJEG, JPEG2000, etc. Three lecture hours per week. Courses in which grades of C- or below are earned cannot be used to fulfill degree requirements. Three lecture hours per week. Students will be expected to read research papers and complete a project with actual robots, e.g., TurtleBots. The program may be completed entirely on campus, entirely online, or through a combination of on-campus and online courses. ECE560 Modern Control Theory 3 Credit Hours. Three lecture hours per week. 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. Lead acid, nickel metal hydride, and lithium ion batteries will be covered. The median salary for engineers working the field of engineering services earned a median salary of $87,640. Associate processors. A team-based term project may be required. Integrated smart sensors and actuators. Performance Analysis. 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. Battery management, battery charging, and battery safety will be covered. ECE567 Nonlinear Control Systems 3 Credit Hours. Three lecture hours per week. (W), Restriction(s): Can enroll if Level is Graduate or Rackham or DoctorateCan enroll if College is Engineering and Computer Science, ECE646 Adv Elec Drive Transportation 3 Credit Hours. During the 2020-2021 academic year, University of Michigan - Dearborn handed out 136 bachelor's degrees in electrical engineering. Combinational and sequential logic design, minimization of combinational and sequential circuits, functional decomposition, reliable design and fault diagnosis; incompletely specified sequential machine design, asynchronous sequential circuits and interactive methods. 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. Case studies and applications. Part of the coursework involves a project concerning the analysis and design of a multimedia-based system. Applications of PR. Restriction(s): Can enroll if Major is Electrical Engineering, Manufacturing Engineering, Computer Engineering, ECE541 Sustainable Energy Systems 3 Credit Hours. Overview of embedded operating systems, cross-development techniques & tools. ECE519 Adv Topics in EMC 3 Credit Hours. This course will cover existing information hiding techniques such as digital watermarking, steganography, and fingerprinting. 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. The College of Engineering and Computer Science (CECS) offers 6 doctoral programs: 4 full-time Ph.D. programs and two Doctor of Engineering (D. Basic concepts of digital video will be reviewed, such as resolution and compression standards. (3 credits), and any one ECE course at the graduate level. signal processing and control concepts. Restriction(s): Can enroll if Class is Graduate or DoctorateCannot enroll if Major is, ECE536 All Weather Automotive Vision 3 Credit Hours. Please note that beginning in Fall 2015, all freshmen must follow theDearborn Discovery Core (DDC)requirements. ECE571 Switching Theory 3 Credit Hours. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. The course will cover topics such as electrified powertrain configurations. ECE665 Optimal Control Systems 3 Credit Hours. A study of data communications and network architecture fundamentals. Modeling machine and process dynamics. ECE515 Vehicle Electronics II 3 Credit Hours. Properties of electronic materials. For a complete list of ECE courses please view the Course Descriptions later in this Catalog. 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. A project is required. ECE5462 Elec Aspects of Hybrid Vehicle 3 Credit Hours. Three lecture hours per week. ECE592 Directed Research 1 to 3 Credit Hours, Special problems centered on developing experimental skills. ECE574 Adv Sftwr Technq in Eng Appl 3 Credit Hours. ECE507 Intro to Multimedia Sys 3 Credit Hours. Advanced data communications, sensor motes, systems architecture and design, wireless communications standards and protocols, routing, security, operating systems, language support, and applications. Three lecture hours per week. This course covers the EMC requirements and EMC test methods for large systems. 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. Application of the methodologies, tools and theory of software engineering to produce a specific validated software product. Three lecture hours per week. 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. Standard software engineering documents must be prepared and approved at each phase of the project, and an oral presentation of the project is required. 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. 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