Including their publications, grants and teaching activities. 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. Standard software engineering documents must be prepared and approved at each phase of the project, and an oral presentation of the project is required. We've pulled together some statistics and other details to help you see how the EE program at University of Michigan - Dearborn stacks up to those at other schools.. UM Dearborn is located in Dearborn, Michigan and approximately 8,783 students attend the school each year. Additional cognate options may be approved by the ECE department. (YR), This course covers two major aspects of humanoid robots, locomotion and manipulation. 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. The D.Eng. Restriction(s): Can enroll if Major is Electrical Engineering, Computer Engineering, ECE552 Fuzzy Systems 3 Credit Hours. Ann Arbor, MI 48109-2102 +1 (734) 647-7000 . (F,YR), ECE5545 Sec. 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. Phone: 313-593-5030. This degree program is available both on campus and online. (F), Restriction(s): Can enroll if Level is Rackham or Graduate or Doctorate or Can enroll if College is Engineering and Computer Science, ECE618 Advanced Grid Protection 3 Credit Hours. 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. Three lecture hours per week. ECE560 Modern Control Theory 3 Credit Hours. Deterministic and nondeterministic finite state machine identification. Modeling machine and process dynamics. The online courses utilize video streaming of the lectures given on campus. Three hours per week. . Three lecture hours per week. This course will provide an introduction to computer and human interface and AI, user-interface design from design principles and cognitive perspectives. Study of automotive sensory requirements; types of sensors; available sensors and future needs. Much of the course addresses Industrial Control Systems and smart grids. All projects must be undertaken with one or more students under the supervision of the instructor. Three lecture hours per week. (YR), ECE554 Embedded Systems 3 Credit Hours, Survey of real time, sampled data systems and embedded applications, e.g. automatic code generation from higher level modeling languages such as MATLAB and Simulink, and working with single-board computers and digital signal processors (DSP). 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. Fundamentally, electrical engineering deals with the controlled application of electricity to the solution of real problems. Are you Xuan Zhou? Semiconductors. ECE5702 High-Speed and Adv Networks 3 Credit Hours. This course will introduce students to methods and technologies of computer music. ECE 5121 Modeling & Design of Elec Cir. 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. 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. Introduction to interactive techniques in PR. Three lecture hours per week. Must be taken in the first year) (F), ECE 580 Digital Signal Processing (F, W, SS), ECE 5831 Pattern Recognition and Neural Networks (W), ECE 529 Introduction to Computer Music (W 10), ECE 5121 Modeling & Design of Elec Cir. This course discusses advanced topics in electronics with an emphasis on vehicle applications. 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 class will introduce students to the technology used in mobile/smart devices and mobile communication networks. ECE507 Intro to Multimedia Sys 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. Three lecture hours per week. Prior to enrollment, a project proposal must be prepared and approved by the instructor and department chair. It is also concerned with the flow of electricity in the human body and with the transmission of signals between planets. ECE587 Sel Top:Image Proc/Mach Vision 3 Credit Hours. Exempted courses must be replaced with ECE courses from within the degree program. 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. Embedded specification and design techniques. Dearborn, MI 48128. Embedded network systems merge modern communications, networks, sensing, distributed control and mobile computing enabling novel applications in a broad area of control, automation, and distributed real time systems. This course will cover the software and hardware widely used in the rapid prototyping, including Stereolithography (SLA) and virtual reality software and hardware used for rapid prototyping. 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. This course addresses the basics of computer architecture including central processing architecture, instruction set design, input/output and RAID, main memory, Cache, and virtual memory. The student will submit a report on the project and give an oral presentation to a panel of faculty members at the close of the term. It will include ignition systems and controls, amplifiers, frequency characteristics of electronic circuits, feedback in electronic systems and stability, power electronics and motor drive controls (DC/DC and DC/AC converters) and EMC issues. Examples involving various types of applications (automotive, communications, computers) will be discussed. Restriction(s): Can enroll if Class is Graduate or DoctorateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Electrical Engineering, Computer Engineering, ECE524 Interactive Media 3 Credit Hours. Much of the course aims to cover existing sensing modalities, e.g., LIDAR, Radar, Ultrasonic, Camera, Microphone, etc. There were approximately 192 electrical engineering students who graduated with this degree at UM Dearborn in the most recent data year. (F, W). The course will also cover basics of cryptography and coding theory. Advanced data communications, sensor motes, systems architecture and design, wireless communications standards and protocols, routing, security, operating systems, language support, and applications. It is important that engineers are acquainted with fundamental tools and strategies for designing and building such networks. Examples of current protocols and architectures of wireless data and voice networks are studied. Models and relevant parameters of display technologies (video and printer) will be discussed. The course discussed the manufacturing of discrete components, integrated circuits, hybrid circuits and modules, advances packages, printed circuit boards, optical components, and MEMS products. Review of representative electronic devices and illustrative applications. Course includes lectures and case studies. The College of Engineering and Computer Science (CECS) offers 6 doctoral programs: 4 full-time Ph.D. programs and two Doctor of Engineering (D. This course cannot be taken with ECE500. A final course project is required. ECE574 Adv Sftwr Technq in Eng Appl 3 Credit Hours. Students will work with various tools and techniques used by hackers to compromise computer systems or otherwise interfere with normal operations. Three lecture hours per week. An in-depth study of selected topics in design and development of virtual systems in industrial environments. Object of this course is to introduce current techniques in multimedia communications. (3 credits), and any one ECE course at the graduate level. The class lectures, notes, and discussions are posted on CANVAS for online students' access. Associate Professor. 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. Students must maintain a cumulative GPA of 3.0 or higher in every semester. 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. Topics include ensemble techniques, multi-objective optimization, and intelligent agents. Three lecture hours per week. Three lectures hours per week. The University of Michigan, Dearborn campus operates one main suburban campus with an estimated land size of just over 200 acres along with the subordinating Fairlane Campus containing the Fairlane Center North (FCN) and the Fairlane Center South (FCS) amongst a few other buildings. 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 Software Engineering, ECE699 Master's Thesis 3 or 6 Credit Hours. Projects can be faculty-generated, self-generated, and/or work related. Various sound synthesis strategies will be introduced: wave tables, additive synthesis, subtractive synthesis, frequency modulation, and granular synthesis. Office of the Provost. (F), ECE555 Stochastic Processes 3 Credit Hours. Restriction(s): Can enroll if Class is Graduate or DoctorateCannot enroll if Major is, ECE536 All Weather Automotive Vision 3 Credit Hours. Cloud computing represents the emerging Internet-based services/platforms with elastic and scalable computation powers operating at costs associated with service. 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 ECE553 Sftware/Hrdware Rapid Protyp 3 Credit Hours, Rapid prototyping technology is primarily aimed at reducing the lead times and costs associated with new product development. This course provides graduate students with a clear understanding of the latest vehicle power management technologies with an emphasis on alternative fuel vehicles. (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. 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. 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. Practical system examples are stressed. Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Electrical Engineering, ECE583 Artificial Neural Networks 3 Credit Hours. To introduce fundamental concepts and the electrical aspects of HEV, including the design, control, modeling, battery and other energy storage devices, and electric propulsion systems. EECS 398: SPECIAL TOPICS COURSES: All Current and Past Offerings. This course introduces the architectural fundamentals and features of programmable digital signal processors. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. Three lecture hours per week. The focus of this class is on protection of radial fed system, fault studies and arc-flash calculations. 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. In consultation with a faculty advisor a student will prepare a proposal describing the work to be performed for approval by the department. View the University of Michigan profile of Xuan Zhou. The online students have the opportunity to interact with the instructors and with fellow students (both on campus as well as online) through CANVAS. Bayesian decision theory, discriminant functions and supervised learning. This course will introduce students to design tools for multimedia systems. 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. The Master of Engineering (MEng) degree in Electrical and Computer Engineering is designed to serve students pursuing a terminal, professional Master's degree. Study of functions and types of actuators in automotive systems. Similarity and dissimilarity measures in feature space. ECE527 Multimedia Secur & Forensics 3 Credit Hours. ECE570 Computer Networks 3 Credit Hours. The curriculum covers analog and digital circuits, microprocessors, power systems, electrical components and how these are incorporated into sensors, actuators and computer systems. 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 This course provides an introduction to multirate digital signal processing with application in different fields of engineering, with a focus on the presentation of the theoretical foundation for all aspects of multirate digital signal processing. However, students may petition for course exemptions in instances where a core course in a graduate program may not be available, may no longer be offered due to program changes, or the student may have taken a course with equivalent content. Finally, a cumulative GPA of 3.0 or higher is required, in order to be eligible to receive the MSE (EE) degree. & Sys. 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. The topics covered in this course include DC machines, permanent magnet AC machines, induction machines, and switched reluctance motors and drives. 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. Electrical & Computer Engineering at Michigan Electrical and Computer Engineering (ECE) PEOPLE POWERING INNOVATION Events FEB 27 MICL Seminar "Energy Efficient Circuits Beyond what have been believed as the Fundamental Limits: Power Converter, Analog Interface and Frequency Generation" 11:00am - 12:00pm in 1200 EECS Building FEB 28 Review of probability and random variables. Current trends in operating system design. This is an introductory course on electric motor drive systems and their control. EECS 351: Digital Signal Processing and Analysis. ECE590 Selected Topics 1 to 3 Credit Hours. 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 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. ECE5831 Pat Rec & Neural Netwks 3 Credit Hours. An ability to use modern engineering software, processes, devices, and diagnostic tools for advanced engineering design and development. Three lecture hours per week. Electrical Engineering and Computer Science (EECS) Among the leading departments of its kind in the nation, EECS is creating the technology that puts the "smart" into electronics. 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. Students will gain an understanding of the language, formalism, and methods of artificial neural networks. The course will cover computer simulations of various neural network models and simulations. Clustering analysis and unsupervised learning. ECE5752 Reconfigurable Computing 3 Credit Hours. The course will cover basic devices and applications in Electromagnetic waves. (F). ECE5701 Intro to Wireless Comm 3 Credit Hours. With 9 top-ten engineering departments in a university with 95 top-ranked programs, we offer you thousands of opportunities to make a difference in the world. Take any two Additional ECE courses at the graduate level. The D.Eng. 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 course is designed to provide a broad overview of the engineering, art, and business of developing multimedia systems. For a complete list of ECE courses please view the Course Descriptions later in this Catalog. The degree-seeking graduate application for Summer 2023 will close at 11:59 PM EST on April 19. 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. In terms of business, students will learn how to identify customer needs and think like an entrepreneur. The goal of this course is to provide a comprehensive understanding of the challenges, issues, solutions, and state-of-the-art research and best practices pertaining to the cyber-security of the modern power grids, also known as "smart power grids". The course will be organized as a combination of conventional lectures, workshops-style discussion, and design review sessions. Please check with the ECE Department prior to registering. These are partial lists and will be expanded and updated from time to time. A Master of Science Degree helps students become creative and independent researchers. This course introduces important theory and modern technology in robot vision. The ECE Department offers an evening program of 30 credit hours, leading to the degree of Master of Science in Engineering (Electrical Engineering). Three lecture hours per week. Students will design and simulate systems encompassing important concepts presented in the course. Numbers and coding systems; Boolean algebra with application to logic systems; examples of digital logic circuits; simple machine language programming and Assembly and C/C+ programming language; microprocessors programming (both assembly and C/C+) for input/output, interrupts, and system design. The study of intelligent vehicle systems includes system architectures, sensors, and algorithms. Three lecture hours per week. ECE526 Multimedia Comm Sys 3 Credit Hours. ECE537 Data Mining 3 Credit Hours. Case Studies will be presented to illustrate a variety of applications. to CPS Security 3 Credit Hours, This course covers introductory topics in cyber-physical systems (CPSs) security. Various solution approaches will be covered including statistical methods and neural network-based methods. 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! Overall, an MS Degree in Electrical Engineering from the University of Michigan . Industrial and Manufacturing Systems Engineering (IMSE), ECE 500 Mathematical Methods in EE and CE (Required unless waived. (F). Orcid identifier 0000-0001-6591-8515. 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. Additional cognate options may be approved by the ECE department. This course covers the EMC requirements and EMC test methods for large systems. I managed the PLM software (Obbligato III) on-site for our US operations. ECE566 Mechatronics 3 Credit Hours. Using interactive graphics in process system design. Topics of the course include advanced web technologies, distributed computing models and technologies, software as a service (SaaS), virtualization, pallelization, security/privacy and the advance in cloud computing. Students will gain experience in terms of designing, simulating and implementing electronic circuits and systems. Analysis of layout and the design of subsystems. (W). Students are expected to have knowledge of high-level programming language and will be required to accomplish a research-related course project. Students will also use tools that are unique to interacting with cyber-physical systems. ECE550 Communication Theory 3 Credit Hours. Logic design and testing of VLSI circuits. 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. Supercomputers. Individual or group study, design, or laboratory research in a field of interest to the students. 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. ECE661 Sys Ident and Adaptive Control 3 Credit Hours. As the complexity of the systems grows, developers will be presented with significant challenges. Students may complete the professional elective 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 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. Layered techniques in operating systems. Formal models of operating systems. Three lecture hours per week. A cumulative GPA of 3.0 or higher is required in order to be eligible to receive the MSE (EE) degree. programs accept students for both part-time and full-time study. 2. Real Time Kernels. Overview of embedded operating systems, cross-development techniques & tools. The course is intended to provide an overview of information security, CPS security, risk assessment and mitigation, network security, attack-resiliency for bulk power systems, attack surface analysis and reduction techniques, cyber-security testbeds, security standards and best practices for critical infrastructure, e.g., smart power grids. program in electrical and computer engineering 8/2/2021 Doctor of Engineering programs are an increasingly popular Ph.D. alternative for working professionals who want applied research expertise. Project oriented course. 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. programs. Topics include active safety system architecture, enabling technologies for such systems, and future directions. Basic concepts, algorithms, and standards will be covered for systems that process digital images, vector graphics, and text. Distributed operating systems. This course covers advanced technologies in power electronics with emphasis on hybrid vehicle and renewable applications. The key engineering elements include microprocessor technology, electronics, sensors and actuators, data communication and interface, control algorithms, and mechanisms of machine elements. Team oriented course project to provide hands-on experience may be required. ECE530 Energy Storage Systems 3 Credit Hours. ECE591 Directed Studies 1 to 3 Credit Hours. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. (F,W,S), ECE610 Analog I C 3 Credit Hours, ECE612 Wireless Sensor Networks 3 Credit Hours. Feature extraction and selection. Representative topics are sensors and image formation, advanced algorithms in object feature filtering, extraction and recognition, texture and colors, motion, 3D vision, and applications. 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. 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. 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 covers sensor data security and integrity verification and its applications to transportation systems, robotics, IoTs, smart cities, and industrial control systems. Mar 2009 - Aug 202213 years 6 months. signal processing and control concepts. 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. View the University of Michigan profile of Xuan Zhou. Three lecture hours per week. Students admitted to the program are required to take courses as specified below. This course will build the skills needed to design and test the protocols, policies, and specifications for enabling technologies that will guarantee the security and integrity of the smart power grid while preserving personal privacy. Enrollment in cognate courses may be dependent on prior authorization from both the non-ECE Department and the ECE department. Integrated smart sensors and actuators. It is a research-oriented course including a research literature survey, a final project implementing a state-of-the-art algorithm or system, and a set of hands-on assignments that cover modern tools and real-time embedded systems development frameworks such as the Robot Operating System. The course has substantial computer simulation and research project components. ECE589 Multidimen Digital Signal Proc 3 Credit Hours. PN junctions, bi-polar and field-effect transistors. EECS 330: Electromagnetics II. A project report and a seminar are required. All three courses may be taken from one specialization or a combination of any of the specializations. A student gets a satisfactory grade if he/she attends at least two research seminars during the course period. Three lecture hours per week. Otherwise interfere with normal operations gets a satisfactory grade if he/she attends at least two seminars! Admitted to the solution of real time, sampled data systems and applications... 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