Restriction(s): Can enroll if Major is Electrical Engineering, Manufacturing Engineering, Computer Engineering, ECE541 Sustainable Energy Systems 3 Credit Hours. Much of the course aims to cover existing sensing modalities, e.g., LIDAR, Radar, Ultrasonic, Camera, Microphone, etc. 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. Three lecture hours per week. Three lecture hours per week. Operating systems for parallel architectures. Review of representative electronic devices and illustrative applications. Enrollment in cognate courses may be dependent on prior authorization from both the non-ECE Department and the ECE department. ECE535 Mob Dev & Ubiqys Comp Sys 3 Credit Hours. 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. *An asterisk denotes that a course may be taken concurrently. Integrated smart sensors and actuators. These include an introduction to CMOS circuits, their characterization and performance estimation. (F), Restriction(s): Can enroll if College is Engineering and Computer Science, ECE502 Electromag Theory & Simul 3 Credit Hours. 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. A final course project is required. Rapid prototyping requires a good quality 3D CAD system. Three lecture hours per week. Three lectures hours per week. Kinematics will include forward and inverse kinematics and their analytical and constraints. 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! The basics of digital audio will be covered, including sampling, quantization, and compression standards. (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. Other energy storage systems such as super conducting magnetic, hydraulic, compressed air, and integrated (hybrid) energy storage systems, will be discussed as well. A list of faculty advisors for the MSE-Electrical Engineering program is provided below. 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. Design of real time systems. This course (1) includes communication models for monitoring and controlling the electrical system, specific legacy protocols and modern approaches, such as IEC 61850, and (2) covers introductory topics in cyber-physical systems (CPSs) security for power grids. Associate processors. Restriction(s): Can enroll if Class is Graduate or DoctorateCannot enroll if Major is, ECE536 All Weather Automotive Vision 3 Credit Hours. ECE519 Adv Topics in EMC 3 Credit Hours. Memory architecture and memory structures of digital signal processors are examined. 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 Special topics on product testing, reliability assurance, accelerated reliability testing, product lifetime models, and automotive environments will also be addressed. 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. Students are expected to have knowledge of MATLAB or C/C++ programming and will be required to accomplish a course-related project. Study of automotive sensory requirements; types of sensors; available sensors and future needs. ECE5252 MM Design Tools II 3 Credit Hours. Individual or group study, design, or laboratory research in a field of interest to the students. 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. Bachelor's degree in Electrical and/or Computer Engineering with an overall GPA of 3.0 or higher. Three lecture hours per week. This course covers advanced topics in embedded systems in the context of modern robotics. Students will use simulation tools to design filters and verify circuit performance. Courses in which grades of C- or below are earned cannot be used to fulfill degree requirements. 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. This class will introduce students to the technology used in mobile/smart devices and mobile communication networks. Mathematical models of physical instruments will be introduced. Required unless waived. Three lecture hours per week. Review semiconductor circuit elements in detail to model devices for circuit analysis. Office of the Provost. 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. The course has substantial computer simulation and research project components. (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 ECE681 Adv Digital Sig Processing 3 Credit Hours. This course addresses the analysis and design of discrete time signals and systems. It will provide threat modeling and risk assessment methods employed when developing security solutions for active and passive sensors. Object of this course is to introduce current techniques information security in general and multimedia security in particular. The curriculum covers analog and digital circuits, microprocessors, power systems, electrical components and how these are incorporated into sensors, actuators and computer systems. A strong foundation the theoretical principles and techniques from science, engineering, and mathematics needed for advanced engineering design and development. Overview of embedded operating systems, cross-development techniques & tools. This university ranks 17th out of 57 schools for overall quality in the state of Michigan. ECE5752 Reconfigurable Computing 3 Credit Hours. For a complete list of ECE courses please view the Course Descriptions later in this Catalog. A team-based term project may be required. Various hardware and software aspects will be introduces, with particular emphasis on the constraints intrinsic to such system. Case studies. EECS at Michigan Established. The class lectures, notes, and discussions are posted on CANVAS for online students' access. 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. Students seeking transfer credit must abide by the criteria for transferring credit for masters programs as outlined on the Request for Graduate Transfer Credit application and in accordance with the campuss Transfer Credit Policy. 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. The purpose of this course is to provide students with advanced techniques for generation and control of movement of a humanoid robot itself and its motion to change the environment. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Computer Engineering, Electrical Engineering, Software Engineering, Industrial & Systems Engin, Information Sys Engineering, Mechanical Engineering, Automotive Systems Engineering, Engineering Management, ECE581 Arch for Digital Signal Proc 3 Credit Hours. Three lecture hours per week. 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. Phone: 313-593-5030. ECE620 Sensor Security and Data Integrity Validation 3 Credit Hours. Students should select a minimum of 4 and a maximum of 6 credit hours of courses from other disciplines. agencies across the state. Channel models, signal generation and reception are explored. The majority of these techniques are heavily based on probabilistic reasoning and optimization-two areas with wide applicability in intelligent robotic systems. Estimation and learning. Eng.) Students will be exposed to a broad range of topics including data collection, data processing, and data mining for electrical power systems. ECE560 Modern Control Theory 3 Credit Hours. It will cover battery basics, ultracapacitors, flywheels, and hybrid energy storage concepts. 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. 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. Students will analyze and design filters. Three lecture hours per week. Machine sensing and diagnostic systems. Previous undergraduate or graduate coursework deemed substantially similar to MSE core courses may qualify to exempt students from those core courses. Mar 2009 - Aug 202213 years 6 months. A basic introduction to modern wireless communication principles and architectures. The course will help students understand the algorithms and tools required to analyze electric power systems. ECE575 Computer Architecture 3 Credit Hours. An approved course exemption does not reduce the total number of credit hours needed to satisfy program requirements. Application of the methodologies, tools and theory of software engineering to produce a specific validated software product. Introduction to interactive techniques in PR. ECE574 Adv Sftwr Technq in Eng Appl 3 Credit Hours. Three lecture hours per week. Exemptions and transfer credit are granted at the discretion of the program chair. 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. 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. 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. All projects must be undertaken with one or more students under the supervision of the instructor. View on Map. Performance Analysis. Students cannot take both ECE415 and ECE5425 for degree credit. Three lecture hours per week. A Master of Science Degree helps students become creative and independent researchers. This course is designed to provide a broad overview of the engineering, art, and business of developing multimedia systems. Three lecture hours per week. 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 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). (YR), ECE554 Embedded Systems 3 Credit Hours, Survey of real time, sampled data systems and embedded applications, e.g. 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. 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. Students are expected to have knowledge of high-level programming language and will be required to accomplish a research-related course project. This course will cover in-depth study of existing multimedia compression standards such as, MPEG, MJEG, JPEG2000, etc. 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. ECE5770 Autonomous UAS 3 Credit Hours, This course will introduce the basic concepts of autonomous unmanned aerial systems. This is a research seminar on advanced topics in intelligent systems. 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. The software life Cycle. ECE569 Computer-Based Automation 3 Credit Hours. Information engineering applications will be discussed. 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. It is the responsibility of the student requesting transfer of credit to submit this completed form and an official transcript with course final grade and a copy of the course syllabus or the catalogs description. UM Dearborn is a moderately-sized public university located in the midsize city of Dearborn. | Learn more . Real Time Kernels. Restriction(s): Cannot enroll if Class is Can enroll if Level is Graduate or DoctorateCannot enroll if Major is, ECE529 Intro to Computer Music 3 Credit Hours. Restriction(s): Can enroll if Class is Graduate or DoctorateCan enroll if Level is Doctorate or Rackham or Graduate or Cannot enroll if Major is, ECE532 Auto Sensors and Actuators 3 Credit Hours. 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