The course will introduce the basic issues in multimedia communications and networking and is designed to give the student hands-on experience in various aspects of multimedia communications through the various assignments and projects. 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. Special projects for laboratory or library investigation with the intent of developing initiative and resourcefulness. The course is to introduce a design methodology in an integrated system environment through case studies and design projects. . 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. ECE5802 Multirate Sig Proc w/Appl 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. 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. This course aims to cover attack surfaces, threat modeling and attack vector executions for commonly used sensors and develop countermeasures to defend against them. 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 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). The topics of ubiquitous and pervasive computing will be introduced and discussed. Required unless waived. ECE527 Multimedia Secur & Forensics 3 Credit Hours. These may include data structures, algorithm complexity, personal software development process, team software process, Six sigma, DFSS, software techniques, software engineering application, and software design. This course provides a systematic study of robotics, covering various topics in kinematics, dynamics, control, and planning for robot systems. In addition, students must maintain a cumulative GPA of 3.0 or higher in every semester. 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. Three lectures hours per week. ECE588 Robot Vision 3 Credit Hours. 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. Three lecture hours per week. 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. 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. 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. Control will include the classic PID control, position and force control, and trajectory tracking. . ECE535 Mob Dev & Ubiqys Comp Sys 3 Credit Hours. Three lecture hours per week. For additional academic information please contact the ECE office. The course will cover computer simulations of various neural network models and simulations. Three lecture hours per week. Exceptions beyond this deadline must have the approval of the program director. Enrollment in cognate courses may be dependent on prior authorization from both the non-ECE Department and the ECE department. Overview of embedded operating systems, cross-development techniques & tools. The course will develop fundamental understandings for the behavior of these devices. (3 credits), and any one ECE course at the graduate level. ), Restriction(s): Can enroll if Class is GraduateCannot enroll if Major is Electrical Engineering, Computer Engineering, ECE512 Analog Filter Design 3 Credit Hours. Design of real time systems. ECE537 Data Mining 3 Credit Hours. 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). Jobs: Most of the recruiters coming to Michigan are looking for electrical engineers, and are willing to pay them among the highest salaries. This class will introduce students to the technology used in mobile/smart devices and mobile communication networks. Students will be exposed to a broad range of topics including data collection, data processing, and data mining for electrical power systems. (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. Restriction(s): Can enroll if Major is Computer Engineering, Electrical Engineering, Computer & Information Science, ECE572 Sequential Machines 3 Credit Hours. The course will focus on intelligent systems in solving complex problems. Restriction(s): Can enroll if Class is GraduateCan 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, Information Sys Engineering, Mechanical Engineering, Automotive Systems Engineering, Electrical Engineering, ECE616 Advanced Topics in Power Sys 3 Credit Hours, This course will cover the advanced topics of power system planning, operation, and control. 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. Three lecture hours per week. Students in RE program must take this course in the first year. This course will give students an introduction to power and energy management systems. ECE650 Info Theory in Elec Comm 3 Credit Hours. Algorithms and methods for video and audio processing and effects will be reviewed. Students will gain experience in terms of designing, simulating and implementing electronic circuits and systems. Three lecture hours per week. Representation of features in multidimensional space as random vectors. The course addresses enabling technologies relevant to active automotive safety systems. I managed the PLM software (Obbligato III) on-site for our US operations. 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. These embedded control networks differ from information technology (IT) networks in that the primary users are not humans, but sensors, actuators, and embedded processors. (May not be available to students with EE or CE degrees) Three lecture hours per week. Please check with the ECE Department prior to registering. The course will cover topics such as advances in Internet, wireless communications and sensor networks, wireless networked control systems, vehicular networks, smart grid, cloud computing, multimedia networking, and network security. 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. Respected. Clustering analysis and unsupervised learning. View the University of Michigan profile of Xuan Zhou. 4901 Evergreen Road. architectures, real-time principles and concerns, sensor and actuator interfacing, PIO feedback A project will be required. Individual or group study, design, or laboratory research in a field of interest to the students. Three lecture hours per week. Exemptions and transfer credit are granted at the discretion of the program chair. Three hours per week. Associate Professor. ECE620 Sensor Security and Data Integrity Validation 3 Credit Hours. Novi, MI. 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. 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. In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. 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. Three lecture hours per week. Students will use simulation tools to design filters and verify circuit performance. All three courses may be taken from one specialization or a combination of any of the specializations. aerospace, maritime, vehicular, industrial) as an enabler of flexible and robust system design. Fundamentally, electrical engineering deals with the controlled application of electricity to the solution of real problems. In consultation with a faculty advisor a student will prepare a proposal describing the work to be performed for approval by the department. ECE587 Sel Top:Image Proc/Mach Vision 3 Credit Hours. Complete ECE 505 and ECE 510 as directed by the ECE Department if undergraduate degree is not in Electrical Engineering/Computer Engineering disciplines. Minimum Grade Requirement in addition to maintaining a minimum cumulative GPA of 3.0 or higher every semester: 1. These include an introduction to CMOS circuits, their characterization and performance estimation. 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. Feature extraction and selection. Dissertation work by a Ph.D. candidate in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. For each subsytem, the discussion includes relevant methods for understanding and constructing the model of the environment or planning and controlling the motion of the robot. This course addresses the analysis and design of discrete time signals and systems. 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 Integrated circuit processing, bonding and packaging. The topics include: review of information measure; random process and vector description of signals and noise; optimum receiver principles; signaling alternatives; channel capacity; block and convolutional coding; waveform estimation concepts. UM-Dearborn's new Engineering Lab Building is open and it's definitely meeting expectations. 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. Students cannot take both ECE428 and ECE528 for degree credit. | Learn more . 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. Selected multimedia applications will be discussed and students will be required to work on a project related to multimedia applications such as advertising and marketing, education and training, entertainment, medicine, surveillance, wearable computing, biometrics, and remote sensing. The ECE Department offers an evening program of 30 credit hours, leading to the degree of Master of Science in Engineering (Electrical Engineering). Modeling and simulation will also be covered. Department of Electrical and Computer Engineering University of Michigan-Dearborn, 4901 Evergreen Road Room 2050 IAVS, Dearborn, MI 48128-2406 Tel: 313-593-5420 E-mail: umd-ecegrad@umich.edu, ECE500 Math Mthds for Elec & Comp Eng 3 Credit Hours. 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. Real Time Kernels. Three lecture hours per week. The topics covered in this course include DC machines, permanent magnet AC machines, induction machines, and switched reluctance motors and drives. For robot systems and energy management systems software ( Obbligato III ) on-site for our US operations intelligent in! A student will prepare a proposal describing the work to be performed for approval by the Department including... Obbligato III ) on-site for our US operations will use simulation tools to design filters verify. 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