Individual or group study, design, or laboratory research in a field of interest to the students. Object of this course is to introduce current techniques in multimedia communications. 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. (F, W). Associate processors. Due to this, the school was ranked #32 in popularity out of all colleges and universities that offer this degree. 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. ECE665 Optimal Control Systems 3 Credit Hours. 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. ECE5121 Mod & Des of Electrnic Cir&Sys 3 Credit Hours. 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. 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. 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. Linear Algebra using eigen expansions, polynomial functions and matrices and determinants. Three lecture hours per week. Topics include cyberspaces, techniques for generating virtual worlds in engineering applications, building blocks of virtual environments including hardware and software. This course addresses the analysis and design of discrete time signals and 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. Students admitted to the program are required to take courses as specified below. This degree program is available both on campus and online. Data flow computers. EECS 330: Electromagnetics II. Three lecture hours per week. aerospace, maritime, vehicular, industrial) as an enabler of flexible and robust system design. Supercomputers. Case Studies will be presented to illustrate a variety of applications. 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. In addition, students must maintain a cumulative GPA of 3.0 or higher in every semester. agencies across the state. Review of probability and random variables. The course will focus on intelligent systems in solving complex problems. Three lecture hours per week. This course will introduce students to multimedia design tools for dynamic media (video and audio). Students will get an overview of various mobile operating systems and will learn how to develop software for mobile devices. Topics relating to Software Development for engineering applications will be discussed. (F,W,S), ECE980 Pre-Cand Dissertation Research 1 to 9 Credit Hours, Full Title: Pre-Candidate Dissertation Research 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). The Integrative Systems + Design Division offers the opportunity for students to achieve INCOSE certification. Restriction(s): Can enroll if Class is Graduate or DoctorateCannot enroll if Major is, ECE536 All Weather Automotive Vision 3 Credit Hours. For a complete list of ECE courses please view the Course Descriptions later in this Catalog. Students will work with various tools and techniques used by hackers to compromise computer systems or otherwise interfere with normal operations. 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). Respected. Representation of features in multidimensional space as random vectors. (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. Channel models, signal generation and reception are explored. EECS 373: Introduction to Embedded System Design ( video overview) EECS 381: Object-Oriented and Advanced Programming. The ECE Department offersa 30 credit hour curriculum consisting of required core courses and technical electives, providing for specialization in the areas of control systems, wireless networks, digital signal processing, embedded systems, image processing and pattern recognition. It is also concerned with the flow of electricity in the human body and with the transmission of signals between planets. Michigan Engineering | University of Michigan 1221 Beal Avenue. 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. Measurement, control, computation, communication, energy conversion in these and other technical areas, provide students an excellent preparation for positions of leadership in a world where science, engineering, and human relations are of basic importance in improving the quality of life. UM-Dearborn launches D.Eng. Three lecture hours per week. This course will cover in-depth study of existing multimedia compression standards such as, MPEG, MJEG, JPEG2000, etc. 4901 Evergreen Road. UM-Dearborn's new Engineering Lab Building is open and it's definitely meeting expectations. Final Day to Submit Summer 2023 Graduate Degree Application: April 19. Case studies. This course will introduce students to design tools for multimedia systems. Random Variables using probability density and distribution functions, functions of a random variable, and conditional and joint probabilities. In addition, the student will learn how to perform computer simulations of various statistical and neural network models, and learn how to select appropriate model parameters, such as network architecture, hidden layer size, and learning rate. 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. Detroit, Michigan, United States. Course work includes building up a SaaS project. Three lecture hours per week. 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 provides students with hands-on experience through computer-based simulation projects. 3135935498 (Work) . Semiconductors. 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. control systems, Audio/time-series filtering (F IR and llR filters), embedded image processing, Self guided lab assignments. Minimum Grade Requirement in addition to maintaining a minimum cumulative GPA of 3.0 or higher every semester: 1. Students will apply software tools to analyze, design and simulate multirate digital signal processing systems. A term project may be required. ECE620 Sensor Security and Data Integrity Validation 3 Credit Hours. architectures, real-time principles and concerns, sensor and actuator interfacing, PIO feedback A cumulative GPA of 3.0 or higher is required in order to be eligible to receive the MSE (EE) degree. ECE566 Mechatronics 3 Credit Hours. Three lecture hours per week. 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. Three lecture hours per week. Part of the coursework involves a project concerning the analysis and design of a multimedia-based system. Three lecture hours per week. (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. EECS 351: Digital Signal Processing and Analysis. Please be aware that CECS does not allow for course waivers. 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 course will help students understand the algorithms and tools required to analyze electric power systems. Prior to enrollment, a project proposal must be prepared and approved by the instructor and department chair. 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. ECE515 Vehicle Electronics II 3 Credit Hours. 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. 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. Articulated body dynamics, contact modeling, and contact dynamics will be presented first. ECE5752 Reconfigurable Computing 3 Credit Hours. The following are suggested specializations. Project oriented course. 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. Must be taken in the first year. 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. Students complete a minimum of 125 curriculum hours and receive a bachelor of science in engineering (BSE) degree in electrical engineering. UM Dearborn is a moderately-sized public university located in the midsize city of Dearborn. 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. 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. Impact of modern materials on commercial product performance; representative illustrations from product areas such as automotive vehicles, commercial aircraft, recreational equipment, and electronic products. Clustering analysis and unsupervised learning. Possible applications covered include speech synthesis, speech coding and speech recognition. Students are expected to have knowledge of MATLAB or C/C++ programming and will be required to accomplish a course-related project. ECE550 Communication Theory 3 Credit Hours. Selected examples include applications such as voltage regulators and battery chargers. Design circuits such as switching circuits, power suppliers, amplifiers, oscillators, non-linear circuits. Study of functions and types of actuators in automotive systems. ECE527 Multimedia Secur & Forensics 3 Credit Hours. 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 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. This class will introduce students to the technology used in mobile/smart devices and mobile communication networks. 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. Three lecture hours per week. Much of the course aims to cover existing sensing modalities, e.g., LIDAR, Radar, Ultrasonic, Camera, Microphone, etc. 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. Students in RE program must take this course in the first year. EECS at Michigan Established. Office of the Provost. Students are expected to earn a B or better in every graduate course to be credited toward the degree requirements, however, a maximum of two grades of B- will be accepted. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Computer & Information Science, Computer Engineering, Software Engineering, Industrial & Systems Engin, Mechanical Engineering, Automotive Systems Engineering, Electrical Engineering, ECE5422 Grid Protection 3 Credit Hours. Layered techniques in operating systems. Representative topics include: Intelligent systems design, training and evaluation, decision trees, Bayesian learning, reinforcement learning. Students desiring admission to the program must have earned a Bachelor's degree in Electrical and/or Computer Engineering with an overall GPA of 3.0 or higher. Complete ECE 505 and ECE 510 as directed by the ECE Department if undergraduate degree is not in Electrical Engineering/Computer Engineering disciplines. Associate Professor. This course will provide an introduction to computer and human interface and AI, user-interface design from design principles and cognitive perspectives. in Electrical and Computer Engineering, The Regents of the University of Michigan. 3135935498 (Work) xuanzhou@umich.edu. ECE580 Digital Signal Processing 3 Credit Hours. This course addresses advances in reconfigurable computing techniques, design, and research. Modeling and simulation will also be covered. Students cannot take both ECE428 and ECE528 for degree credit. ECE537 Data Mining 3 Credit Hours. This course will introduce students to methods and technologies of computer music. Academic advising is primarily done by faculty advisors with expertise in the area and with the support of our knowledgeable graduate staff. (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. Bayesian decision theory, discriminant functions and supervised learning. 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. Devices include diodes, bipolar junction transistors, MOSFETs and operational amplifiers. The College of Engineering and Computer Science (CECS) offers 6 doctoral programs: 4 full-time Ph.D. programs and two Doctor of Engineering (D. Curriculum requirement sheets and sample course sequences are available through the Office of Advising and Academic Success. Three lectures hours per week. ECE670 Adv Comp Netwk&WL Comm 3 Credit Hours. Battery management, battery charging, and battery safety will be covered. . Topics include a survey of embedded software (May not be available to students with EE or CE degrees) Three lecture hours per week. Students will gain experience in terms of designing, simulating and implementing electronic circuits and systems. Exceptions beyond this deadline must have the approval of the program director. Take any two Additional ECE courses at the graduate level. Advanced techniques and uses in operating system design. Enrollment in cognate courses may be dependent on prior authorization from both the non-ECE Department and the ECE department. Introduction to modern digital computer logic. Models and relevant parameters of display technologies (video and printer) will be discussed. Students should select a minimum of 4 and a maximum of 6 credit hours of courses from other disciplines. This course provides graduate students with a clear understanding of the latest vehicle power management technologies with an emphasis on alternative fuel vehicles. Three lecture hours per week. A special topics course providing an in-depth examination of one or several areas in image processing and/or machine vision. Restriction(s): Can enroll if Major is Electrical Engineering, Computer Engineering, ECE552 Fuzzy Systems 3 Credit Hours. 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. An in-depth study of selected topics in design and development of virtual systems in industrial environments. In consultation with a faculty advisor a student will prepare a proposal describing the work to be performed for approval by the department. ECE5770 Autonomous UAS 3 Credit Hours, This course will introduce the basic concepts of autonomous unmanned aerial systems. Three hours per week. Nuclear Engineering & Radiological Sciences. (AY). Elect the thesis ECE 699 (6 credits) to work under the supervision of a faculty advisor; Take direct study by ECE 591 (3 credits), and one ECE course at the graduate level; Complete ECE 505 and ECE 510 as directed by ECE Department if undergraduate degree is not in Electrical Engineering/Computer Engineering disciplines; Take two additional ECE courses at the graduate level. Students cannot receive credit for both ECE4881 and ECE588. The study of intelligent vehicle systems includes system architectures, sensors, and algorithms. ECE569 Computer-Based Automation 3 Credit Hours. Failure mechanisms and interconnect lifetime prediction. Information engineering applications will be discussed. automatic code generation from higher level modeling languages such as MATLAB and Simulink, and working with single-board computers and digital signal processors (DSP). Dearborn, MI 48128. & Sys. 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. A basic introduction to modern wireless communication principles and architectures. Students are expected to have knowledge of high-level programming language and will be required to accomplish a course project. Formal models of operating systems. Industrial and Manufacturing Systems Engineering (IMSE). A Master of Science Degree helps students become creative and independent researchers. All three courses may be taken from one specialization or a combination of any of the specializations. Introduction to pattern recognition (PR) as a process of data analysis. Restriction(s): Can enroll if Level is Doctorate or Specialist or Graduate or, ECE5542 Embedded Sig Proc and Control 3 Credit Hours, This course bridges the gap between embedded software engineering principles and theoretical ECE526 Multimedia Comm Sys 3 Credit Hours. ECE661 Sys Ident and Adaptive Control 3 Credit Hours. This course introduces the architectural fundamentals and features of programmable digital signal processors. College of Education, Health, and Human Services, College of Engineering & Computer Science, Automotive Noise, Vibration and Harshness, Electrical, Electronics, and Computer Engineering, Engineering of Electrified Vehicular Systems, Intelligent Systems in Engineering Applications, CollegeofEngineering&ComputerScience, The Regents of the University of Michigan. 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 ECE516 Electronic Materials & IC Proc 3 Credit Hours. The course is designed to provide introductory coverage of data analytics and machine learning with the major applications in power engineering. This course covers the EMC requirements and EMC test methods for large systems. Review semiconductor circuit elements in detail to model devices for circuit analysis. ECE575 Computer Architecture 3 Credit Hours. Integrated circuit processing, bonding and packaging. Logic design and testing of VLSI circuits. Projects can be faculty-generated, self-generated, and/or work related. The class lectures, notes, and discussions are posted on CANVAS for online students' access. (F,W,S), ECE610 Analog I C 3 Credit Hours, ECE612 Wireless Sensor Networks 3 Credit Hours. During the 2020-2021 academic year, University of Michigan - Dearborn handed out 136 bachelor's degrees in electrical engineering. Three lecture hours per week. Overview of embedded operating systems, cross-development techniques & tools. Students will become familiar with the mathematical tools needed for digital signal processing such as the Fourier transform, frequency response, the sampling theorem, and z-transform method. 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