Three lecture hours per week. ECE591 Directed Studies 1 to 3 Credit Hours. Cloud computing represents the emerging Internet-based services/platforms with elastic and scalable computation powers operating at costs associated with service. In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. The interactive curriculum, vast research opportunities and exceptional teaching faculty at University of Michigan, Dearborn offer students a life-altering learning experience. & Sys. Analysis of layout and the design of subsystems. The course covers important technologies relevant to intelligent vehicle systems including systems architecture, in-vehicle electronic sensors, traffic modeling and simulation. 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. The Electrical Engineering program is also offered online throughCECS Online. 3135935498 (Work) . How speech is produced from the human vocal system and the different types of basic speech sound components is addressed, followed by methods to analyze speech signals in both the time domain and frequency domain. This course covers more advanced topics including a focus on networked and ringed systems, generation protection, grounding and protecting distribution networks with two-way power flow. Ann Arbor, MI 48109-2102 +1 (734) 647-7000 . Integrated circuit processing, bonding and packaging. Robotic systems other than manipulators will be introduced at the end of this course. ECE670 Adv Comp Netwk&WL Comm 3 Credit Hours. It is important that engineers are acquainted with fundamental tools and strategies for designing and building such networks. Three lecture hours per week. Three lecture hours per week. Selected examples include applications such as voltage regulators and battery chargers. Dynamic models of sensors and actuators. This is an introductory course on electric motor drive systems and their control. Bachelor's degree in Electrical and/or Computer Engineering with an overall GPA of 3.0 or higher. Dearborn, MI 48128. 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. Restriction(s): Can enroll if Major is Computer Engineering, Electrical Engineering, Computer & Information Science, ECE572 Sequential Machines 3 Credit Hours. Topics include fuzzy set theory, applications to image processing, pattern recognition, artificial intelligence, computer hardware design, and control systems. Layered techniques in operating systems. Three lecture hours per week. Lecture and assignment topics include embedded software architectures and modular software frameworks for robotics, modern computer hardware, robot perception and embedded image processing, automatic code generation from higher level modeling languages (such as MATLAB and Simulink), deployment considerations, as well as other selected advanced topics. II. This course gives in depth study in advanced technologies in the electrified vehicle powertrain. Restriction(s): Can enroll if Major is Electrical Engineering, Manufacturing Engineering, Computer Engineering, ECE541 Sustainable Energy Systems 3 Credit Hours. Three lecture hours per week. Exceptions beyond this deadline must have the approval of the program director. ECE650 Info Theory in Elec Comm 3 Credit Hours. This course will cover existing information hiding techniques such as digital watermarking, steganography, and fingerprinting. 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. 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. State-identification and fault-detection experiments. ECE5752 Reconfigurable Computing 3 Credit Hours. ECE661 Sys Ident and Adaptive Control 3 Credit Hours. Introduction to interactive techniques in PR. ECE5702 High-Speed and Adv Networks 3 Credit Hours. Part of the coursework involves a project concerning the analysis and design of a multimedia-based system. View the University of Michigan profile of Xuan Zhou. (May not be available to students with EE or CE degrees) Three lecture hours per week. Three lecture hours per week. The course objectives are to familiarize the students with the basic concepts of electromechanical energy conversion and electric drive systems. EECS 373: Introduction to Embedded System Design ( video overview) EECS 381: Object-Oriented and Advanced Programming. Three lecture hours per week. Permission of instructor required. Various solution approaches will be covered including statistical methods and neural network-based methods. 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. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. Three lecture hours per week. It is a project oriented course, with hands-on assignments, group projects and an individual research component. (F, W). (Tag: Theory), b) an ability to use modern engineering software, processes, devices, and diagnostic tools for advanced engineering design and development. This course introduces important theory and modern technology in robot vision. Message-based operating systems. The course will cover basic devices and applications in Electromagnetic waves. As the complexity of the systems grows, developers will be presented with significant challenges. Associate Professor. A project will be required. ECE5252 MM Design Tools II 3 Credit Hours. 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 An approved course exemption does not reduce the total number of credit hours needed to satisfy program requirements. Students will learn how to mathematically pose various pattern recognition problems and analytically derive some well-known statistical results and learning rules. (W), Prerequisite(s): (ECE500 or ECE5001) and ECE544, ECE645 Coop Robots 3 Credit Hours, This course covers advanced topics related to research in algorithms and methods for robots to cooperate. Students will learn about electrical and computer engineering design, computer systems, and computer networking. . Simulating machine and process operations. 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 program may be completed entirely on campus, entirely online, or through a combination of on-campus and online courses. Exemptions and transfer credit are granted at the discretion of the program chair. Review semiconductor circuit elements in detail to model devices for circuit analysis. Modeling and simulation will also be covered. 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. 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. ECE530 Energy Storage Systems 3 Credit Hours. The course will focus on vehicular communications and networking, autonomous vehicles and intelligent transportation systems, robotics networks, and smart grids. 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. The Integrative Systems + Design Division offers the opportunity for students to achieve INCOSE certification. ECE592 Directed Research 1 to 3 Credit Hours, Special problems centered on developing experimental skills. Topics include: Transform Techniques using Fourier series, Fourier transforms, Laplace transforms and Sampling Theorem. Advisory prerequisite: Basic understanding of power systems and machine learning. architectures, real-time principles and concerns, sensor and actuator interfacing, PIO feedback Discussion of large signal and small signal (ac) models, frequency effects and non-ideal models. The course will focus on intelligent systems in solving complex problems. Rapid prototyping requires a good quality 3D CAD system. The BSE in Electrical Engineering program is accredited by the Engineering Accreditation Commission of ABET, http://www.abet.org/. Three lecture hours per week. Special projects for laboratory or library investigation with the intent of developing initiative and resourcefulness. 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. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. (F). 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. to CPS Security 3 Credit Hours, This course covers introductory topics in cyber-physical systems (CPSs) security. This course addresses advances in reconfigurable computing techniques, design, and research. Feature extraction and selection. "Automotive engineering is one of the most technologically interesting . 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. ECE586 Digital Image Processing 3 Credit Hours. Three lecture hours per week. It is also concerned with the flow of electricity in the human body and with the transmission of signals between planets. ECE527 Multimedia Secur & Forensics 3 Credit Hours. This course addresses the analysis and design of discrete time signals and systems. Linear Algebra using eigen expansions, polynomial functions and matrices and determinants. 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. The Master of Engineering (MEng) degree in Electrical and Computer Engineering is designed to serve students pursuing a terminal, professional Master's degree. Semiconductors. This course discusses advanced topics in electronics with an emphasis on vehicle applications. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. 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. Various hardware and software aspects will be introduces, with particular emphasis on the constraints intrinsic to such system. Real TIme Memory management.. Restriction(s): Can enroll if Level is Rackham or Graduate or Doctorate or Can enroll if Major is Computer & Information Science, Mechanical Engineering, Electrical Engineering, Industrial & Systems Engin, Information Sys Engineering, Automotive Systems Engineering, Computer Engineering, ECE5426 Electric Machines and Drives 3 Credit Hours. Models and relevant parameters of display technologies (video and printer) will be discussed. in Electrical and Computer Engineering, Request for Graduate Transfer Credit application, Download the MSE-Electrical Engineering Curriculum (Effective Fall 2022), Download the MSE-Electrical Engineering Curriculum, The Regents of the University of Michigan, ECE 500 Mathematical Methods in EE and CE (Required. 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. ECE528 Cloud Computing 3 Credit Hours. 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. Students will be exposed to a broad range of topics including optimal power flow, Smart Grid technology, economic dispatch, unit commitment, and the impact of renewable energy on power and management systems. 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. Parallel and non-Von Neumann architectures. Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). This is a research seminar on advanced topics in intelligent systems. Multi-tasking. The basics of digital audio will be covered, including sampling, quantization, and compression standards. ECE570 Computer Networks 3 Credit Hours. Students will gain understanding of the language, formalism, and methods of pattern recognition. University of Michigan-Dearborn alumnus with a Bachelor's in Electrical Engineering. A basic introduction to modern wireless communication principles and architectures. 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 software life Cycle. Minimum Grade Requirement in addition to maintaining a minimum cumulative GPA of 3.0 or higher every semester: 1. A team-based term project may be required. 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. I am currently working at General Motors on the Autonomous Bolt EV program as a Quality Engineer. Students will be exposed to a broad range of advanced topics including power converter topologies; DC-DC, DC-AC, AC-DC and AC-AC power conversions; advanced power semiconductor devices; large-signal and small-signal modeling of power electronics converters; controller design; magnetic design; applications of power electronics in renewable energy and power systems; and computer simulation and modeling. Advanced techniques and uses in operating system design. A strong foundation the theoretical principles and techniques from science, engineering, and mathematics needed for advanced engineering design and development. For additional academic information please contact the ECE office. Real Time Kernels. Examples of current protocols and architectures of wireless data and voice networks are studied. Introduction to the fundamental concepts of data mining including data exploration, pre-and post-processing, OLAP, predictive modeling, association analysis, and clustering. VLSI computer structures. Restriction(s): Can enroll if Level is Rackham or GraduateCan enroll if Major is Software Engineering, Industrial & Systems Engin, Mechanical Engineering, Computer Engineering, Electrical Engineering, ECE505 Intro to Embedded Systems 3 Credit Hours. Three lecture hours per week. 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. 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. ECE588 Robot Vision 3 Credit Hours. Making a world of difference. 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. A final research course project is required. (F,W,S), ECE980 Pre-Cand Dissertation Research 1 to 9 Credit Hours, Full Title: Pre-Candidate Dissertation Research Students may be placed on probation, if their cumulative GPA falls below 3.0. EECS 330: Electromagnetics II. For a complete list of ECE courses please view the Course Descriptions later in this Catalog. In depth study of advanced technologies in computer networks and wireless communications. (F, W). This course provides a systematic study of robotics, covering various topics in kinematics, dynamics, control, and planning for robot systems. Topics include statistical signal processing, multi-rate systems, bank of filter design, multi-resolution formation of wavelet, the discrete wavelet transform, wavelet-based digital signal processing. 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. . Application of the methodologies, tools and theory of software engineering to produce a specific validated software product. Performance Analysis. A list of faculty advisors for the MSE-Electrical Engineering program is provided below. The course is designed to provide introductory coverage of data analytics and machine learning with the major applications in power engineering. The basic limitations and alternatives for communications signaling are studied, using appropriate mathematical tools. 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. In addition to providing students with necessary mathematical knowledge for their future course study and research projects, students will be required to program in MATLAB and/or other languages to gain and improve programming ability. EECS 351: Digital Signal Processing and Analysis. 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. This course will cover the fundamental concepts and techniques used in multimedia data, storage and retrieval including storage and retrieval images, videos, audio and text documents. (F), ECE555 Stochastic Processes 3 Credit Hours. EECS 398: SPECIAL TOPICS COURSES: All Current and Past Offerings. Restriction(s): Can enroll if Class is Specialist or Graduate or Doctorate, ECE539 Production of Elec Prods 3 Credit Hours. A final course project is required. Topics include ensemble techniques, multi-objective optimization, and intelligent agents. Impactful Research: Building on $50M of research, EE faculty and students are leaders in transferring technology from the lab to real-world products impacting sustainability, communication and information systems, security, computers, and more. Industrial and Manufacturing Systems Engineering (IMSE), ECE 500 Mathematical Methods in EE and CE (Required unless waived. 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. 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. (F,W,S), ECE610 Analog I C 3 Credit Hours, ECE612 Wireless Sensor Networks 3 Credit Hours. Students will work with various tools and techniques used by attackers to compromise active as well as passive sensors. UM Dearborn is a moderately-sized public university located in the midsize city of Dearborn. +1 ( 734 ) 647-7000 constraints intrinsic to such system and determinants is an course... Printer ) will be introduces, with hands-on assignments, group projects and an research. Problems centered on developing experimental skills ECE courses please view the course will cover existing hiding. Exceptions beyond this deadline must have the approval of the program may be completed entirely on campus, entirely,. 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