(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. This academic equivalency allows U-M graduate engineering students to bypass taking the certification exam to become certified system engineers, a major benefit. ECE575 Computer Architecture 3 Credit Hours. ECE586 Digital Image Processing 3 Credit Hours. Enrollment in cognate courses may be dependent on prior authorization from both the non-ECE Department and the ECE department. Students cannot receive credit for both ECE4881 and ECE588. Three lecture hours per week. Students will also use tools that are unique to interacting with cyber-physical systems. Students may be placed on probation, if their cumulative GPA falls below 3.0. This university ranks 17th out of 57 schools for overall quality in the state of Michigan. Locomotion will cover balance control, footstep planning, walking gait generation, joint space trajectory planning, and human motion tracking. Three lecture hours per week. The D.Eng. This course will provide an introduction to computer and human interface and AI, user-interface design from design principles and cognitive perspectives. Review of probability and random variables. Representative topics are sensors and image formation, advanced algorithms in object feature filtering, extraction and recognition, texture and colors, motion, 3D vision, and applications. The basics of digital audio will be covered, including sampling, quantization, and compression standards. Curriculum requirement sheets and sample course sequences are available through the Office of Advising and Academic Success. Applications of PR. Three lecture hours per week. Three lecture hours per week. 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. All projects must be undertaken with one or more students under the supervision of the instructor. Three lecture hours per week. Theoretical aspects and algebraic structure of sequential machines. 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 covers important technologies relevant to intelligent vehicle systems including systems architecture, in-vehicle electronic sensors, traffic modeling and simulation. On-campus courses will be offered in the late afternoon and evening hours to enable students to earn their master's degree through part-time study. A project will be required. The focus of this class is on protection of radial fed system, fault studies and arc-flash calculations. This course will introduce students to design tools for multimedia systems. ECE585 Pattern Recognition 3 Credit Hours. In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. Three lecture hours per week. This course covers the EMC requirements and EMC test methods for large systems. Logic design and testing of VLSI circuits. Dissertation work by a pre-candidate student in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. Introduction to interactive techniques in PR. (F,W,S). (YR), This course covers two major aspects of humanoid robots, locomotion and manipulation. ECE5802 Multirate Sig Proc w/Appl 3 Credit Hours. ECE550 Communication Theory 3 Credit Hours. Three lecture hours per week. The D.Eng. 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. Possible applications covered include speech synthesis, speech coding and speech recognition. 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. 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. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or, ECE584 Speech Processes 3 Credit Hours. The median salary for engineers working the field of engineering services earned a median salary of $87,640. Students are expected to have knowledge of high-level programming language and will be required to accomplish a course project. This course aims to cover attack surfaces, threat modeling and attack vector executions for commonly used sensors and develop countermeasures to defend against them. Finally, students will work on related applications employing digital signal processors such as speech processing, instrumentation, and image processing. Students must maintain a cumulative GPA of 3.0 or higher in every semester. Topics include: Transform Techniques using Fourier series, Fourier transforms, Laplace transforms and Sampling Theorem. ECE5701 Intro to Wireless Comm 3 Credit Hours. Review of representative electronic devices and illustrative applications. The curriculum covers analog and digital circuits, microprocessors, power systems, electrical components and how these are incorporated into sensors, actuators and computer systems. These include an introduction to CMOS circuits, their characterization and performance estimation. 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). 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. Estimation and learning. Orcid identifier 0000-0001-6591-8515. Restriction(s): Can enroll if Class is Graduate or DoctorateCannot enroll if Major is, ECE536 All Weather Automotive Vision 3 Credit Hours. in Electrical and Computer Engineering, The Regents of the University of Michigan. Students will get an overview of various mobile operating systems and will learn how to develop software for mobile devices. 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. (W). Three lecture hours per week. Effect of tolerances of circuit elements on the performance of the circuit behavior will be analyzed. Students admitted to the program are required to take courses as specified below. The Integrative Systems + Design Division offers the opportunity for students to achieve INCOSE certification. Performance Analysis. 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. ECE580 Digital Signal Processing 3 Credit Hours. The Electrical Engineering program is also offered online throughCECS Online. Three lecture hours per week. 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. 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. Restriction(s): Can enroll if Level is Graduate or or DoctorateCan enroll if Major is Computer & Information Science, Computer Engineering, Electrical Engineering, Software Engineering, Information Sys Engineering, Mechanical Engineering, Automotive Systems Engineering, Industrial & Systems Engin, ECE5425 Fundamentals of Power Electronics 3 Credit Hours. Three lecture hours per week. Standard software engineering documents must be prepared and approved at each phase of the project, and an oral presentation of the project is required. (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 will give students an introduction to power electronics technology, such as converter analysis and design. Students will use simulation tools to design filters and verify circuit performance. 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. Application of the methodologies, tools and theory of software engineering to produce a specific validated software product. The online students have the opportunity to interact with the instructors and with fellow students (both on campus as well as online) through CANVAS. 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! Topics relating to Software Development for engineering applications will be discussed. (F), ECE 532 Auto Sensors and Actuators (F 08), ECE 533 Active Automotive Safety Systems (SS 09). . 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. Three lecture hours per week. RISC computers. 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 ECE661 Sys Ident and Adaptive Control 3 Credit Hours. Bayesian decision theory, discriminant functions and supervised learning. (F,YR), ECE5545 Sec. This course will give students an introduction to power and energy management systems. There were approximately 192 electrical engineering students who graduated with this degree at UM Dearborn in the most recent data year. Final Day to Submit Summer 2023 Graduate Degree Application: April 19. Discussion of large signal and small signal (ac) models, frequency effects and non-ideal models. Various solution approaches will be covered including statistical methods and neural network-based methods. 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. (F, W). The course is designed to provide introductory coverage of data analytics and machine learning with the major applications in power engineering. Students may complete the professional elective in several ways: (1) Elect the thesis ECE 699 (6 hours) to work under the supervision of a faculty advisor, (2) Take direct study by ECE 591 (3 credits), and one EE courses at graduate level, (3) take two EE courses listed in II. Three lecture hours per week. agencies across the state. Overall, an MS Degree in Electrical Engineering from the University of Michigan . ECE570 Computer Networks 3 Credit Hours. Students will design and implement algorithms and simulate driver-highway interactions. Parallel and non-Von Neumann architectures. All three courses may be taken from one specialization or a combination of any of the specializations. Electrical engineering is one of the broadest of all engineering degrees - allowing students to move into virtually any area of their choosing. (F,W,S), ECE610 Analog I C 3 Credit Hours, ECE612 Wireless Sensor Networks 3 Credit Hours. ECE517 Adv Pwr Electrncs&Motor Drvs 3 Credit Hours. Associate Professor. This course also focuses on the analysis of algorithms commonly used for of data mining applications, mining structured, semi-structured and unstructured data, stream data, and web data. This course will cover in-depth study of existing multimedia compression standards such as, MPEG, MJEG, JPEG2000, etc. programs. The Master of Science in Human-Centered Design and Engineering requires a minimum of 31 graduate credit hours. 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. Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Electrical Engineering, Computer Engineering, ECE5001 Analytic and Comp Math 3 Credit Hours, Full Title: Analytical and Computational Mathematics Edit your . An approved course exemption does not reduce the total number of credit hours needed to satisfy program requirements. Part of the coursework involves a project concerning the analysis and design of a multimedia-based system. In addition, students must maintain a cumulative GPA of 3.0 or higher in every semester. Must be taken in the first year. 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. Much of the course addresses Industrial Control Systems and smart grids. 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. Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Software Engineering, Electrical Engineering, Computer & Information Science, Computer Engineering, ECE5251 MM Design Tools I 3 Credit Hours. 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. Three lecture hours per week. Including their publications, grants and teaching activities. 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. EECS 373: Introduction to Embedded System Design ( video overview) EECS 381: Object-Oriented and Advanced Programming. "Automotive engineering is one of the most technologically interesting . Much of the course aims to cover existing sensing modalities, e.g., LIDAR, Radar, Ultrasonic, Camera, Microphone, etc. 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. Sensing technologies including basic computer vision will be covered. automatic code generation from higher level modeling languages such as MATLAB and Simulink, and working with single-board computers and digital signal processors (DSP). ECE569 Computer-Based Automation 3 Credit Hours. Students may be placed on probation, if their cumulative GPA falls below 3.0. Representation of features in multidimensional space as random vectors. Semiconductors. Respected. This course discusses advanced topics in electronics with an emphasis on vehicle applications. 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