It covers vehicle dynamics, energy sources, electric propulsion systems, regenerative braking, parallel and series HEV design, practical design considerations, and specifications of hybrid vehicles. Three lecture hours per week. Study of automotive sensory requirements; types of sensors; available sensors and future needs. Applications of PR. 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. Applications to smoothing, parameters estimation, prediction, system identification. (F). This degree program is available both on campus and online. 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. View the University of Michigan profile of Xuan Zhou. Edit your . 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. 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. signal processing and control concepts. programs. Random Variables using probability density and distribution functions, functions of a random variable, and conditional and joint probabilities. Dissertation work by a Ph.D. candidate in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. Articulated body dynamics, contact modeling, and contact dynamics will be presented first. (F,W,S), ECE980 Pre-Cand Dissertation Research 1 to 9 Credit Hours, Full Title: Pre-Candidate Dissertation Research Special topics on product testing, reliability assurance, accelerated reliability testing, product lifetime models, and automotive environments will also be addressed. Case Studies will be presented to illustrate a variety of applications. Three lecture hours per week. Students admitted to the program are required to take courses as specified below. This course provides students with hands-on experience through computer-based simulation projects. 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. Topics include signals and data transmission, modulation, encoding, and public carriers and network architectures; data link network layer, and transport layer protocols; case studies of existing and emerging networks; wireless, embedded, and conventional wired systems. Three lecture hours per week. Properties of electronic materials. (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 agencies across the state. 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. "Automotive engineering is one of the most technologically interesting . The Electrical Engineering program is also offered online throughCECS Online. (F,W,S), Restriction(s): Can enroll if Level is or DoctorateCan enroll if Major is, ECE990 Doctoral Dissertation 1 to 9 Credit Hours, Full Title: Doctoral Dissertation Research (YR), ECE5541 Embedded Networks 3 Credit Hours. Some courses from outside ECE may not meet cognate requirement. This course will give students an introduction to power and energy management systems. An oral presentation and a final report on the research effort are required for completion. Restriction(s): Can enroll if Class is Graduate, ECE510 Vehicle Electronics I 3 Credit Hours, This course discusses the principles of electrical engineering and applications of electrical and electronic systems in automobiles, including resistive, inductive, and capacitive circuit analysis, semiconductor diodes, junction transistors, FETS, rectifiers, and power supplies, small signal amplifiers, biasing considerations, gain-bandwidth limitations, circuit models. Three lecture hours per week. Students in RE program must take this course in the first year. 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. Three lecture hours per week. ECE5802 Multirate Sig Proc w/Appl 3 Credit Hours. 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. ECE515 Vehicle Electronics II 3 Credit Hours. & Privacy for Smart Grids 3 Credit Hours, Full Course Title: Security and Privacy for Smart Grids This course will cover in-depth study of existing multimedia compression standards such as, MPEG, MJEG, JPEG2000, etc. 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. The topics covered in this course include DC machines, permanent magnet AC machines, induction machines, and switched reluctance motors and drives. This course addresses the analysis and design of discrete time signals and systems. & Sys. The course is to introduce a design methodology in an integrated system environment through case studies and design projects. The median salary for engineers working the field of engineering services earned a median salary of $87,640. 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 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. Students are expected to have knowledge of MATLAB or C/C++ programming and will be required to accomplish a course-related project. ECE535 Mob Dev & Ubiqys Comp Sys 3 Credit Hours. Detroit Manufacturing Systems (DMS) Sep 2022 - Present6 months. A student gets a satisfactory grade if he/she attends at least two research seminars during the course period. 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. Memory architecture and memory structures of digital signal processors are examined. An approved course exemption does not reduce the total number of credit hours needed to satisfy program requirements. Students will gain an understanding of the language, formalism, and methods of artificial neural networks. This is an advanced course on power electronics and electric drives. The key engineering elements include microprocessor technology, electronics, sensors and actuators, data communication and interface, control algorithms, and mechanisms of machine elements. Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). Restriction(s): Can enroll if Major is Electrical Engineering, Computer Engineering, ECE552 Fuzzy Systems 3 Credit Hours. Our excellence and impact comes through in the work of our two divisions. In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. Topics covered will include the design of digital filters (IIR and FIR filters), characteristics of analog-to-digital and digital-to-analog converters, the spectral analysis of signals, and discrete filters. Making a world of difference. ECE5831 Pat Rec & Neural Netwks 3 Credit Hours. Novi, MI. EECS 398: SPECIAL TOPICS COURSES: All Current and Past Offerings. 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. Embedded specification and design techniques. The software life Cycle. Grades below B- are not counted and no more than two B-s are allowed. 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. By learning and understanding the working vocabulary of each of these three fields, students will be able to contribute creative and effective multimedia-based solutions to interesting real-world problems. Students will also use tools that are unique to interacting with cyber-physical systems. Students will be exposed to a broad range of topics including data collection, data processing, and data mining for electrical power systems. This course addresses advances in reconfigurable computing techniques, design, and research. Topics include a survey of embedded software Electrical engineering is one of the broadest of all engineering degrees - allowing students to move into virtually any area of their choosing. Dissertation work by a pre-candidate student in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. Object of this course is to introduce current techniques in multimedia communications. Three lecture hours per week. The following are suggested specializations. 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. Formal models of operating systems. 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. 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. ECE620 Sensor Security and Data Integrity Validation 3 Credit Hours. programs accept students for both part-time and full-time study. In addition, students must maintain a cumulative GPA of 3.0 or higher in every semester. Impact of modern materials on commercial product performance; representative illustrations from product areas such as automotive vehicles, commercial aircraft, recreational equipment, and electronic products. ECE537 Data Mining 3 Credit Hours. . 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. ECE679 Adv Intelligent Sys 3 Credit Hours. Students will apply software tools to analyze, design and simulate multirate digital signal processing systems. Parallel and non-Von Neumann architectures. Three lecture hours per week. Students will gain experience in terms of designing, simulating and implementing electronic circuits and systems. Students will analyze and design filters. The course has 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. 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