programs. Core Courses (Select 3 courses from the following), Specialization Courses (Select 3 courses from the following lists). Students whose undergraduate background is in a field other than Electrical or Computer Engineering may be given conditional admission and required to take preparatory courses in electrical and/or 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 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. Students cannot receive credit for both ECE4881 and ECE588. (W). 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. 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. This degree program is available both on campus and online. Bayesian decision theory, discriminant functions and supervised learning. 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. 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. The course will help students understand the algorithms and tools required to analyze electric power systems. 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. ECE535 Mob Dev & Ubiqys Comp Sys 3 Credit Hours. The course is to establish a working familiarity with the key engineering elements in the design and control of electro-mechanical systems in general and automotive systems in particular. Then, theoretical methods for analyzing the kinematic and dynamic properties of a mobile robot are discussed, followed by the discussion on the key subsystems of a mobile robot, including perception, localization, planning and control. Overall, an MS Degree in Electrical Engineering from the University of Michigan . Analysis of layout and the design of subsystems. (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. . The Master of Engineering (MEng) degree in Electrical and Computer Engineering is designed to serve students pursuing a terminal, professional Master's degree. ECE585 Pattern Recognition 3 Credit Hours. Study of automotive sensory requirements; types of sensors; available sensors and future needs. ECE517 Adv Pwr Electrncs&Motor Drvs 3 Credit Hours. Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). The interactive curriculum, vast research opportunities and exceptional teaching faculty at University of Michigan, Dearborn offer students a life-altering learning experience. 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 basics of digital audio will be covered, including sampling, quantization, and compression standards. The following are suggested specializations. | Learn more . A study of data communications and network architecture fundamentals. 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. EECS at Michigan Established. Introduction to the fundamental concepts of data mining including data exploration, pre-and post-processing, OLAP, predictive modeling, association analysis, and clustering. ECE670 Adv Comp Netwk&WL Comm 3 Credit Hours. This course gives in depth study in advanced technologies in the electrified vehicle powertrain. 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. Introduction to linear spaces and operators; mathematical description of multiple input-output systems; state variables and state transition matrix; controllability and observability and its application to irreducible realization of transfer function matrices; state variable estimation; controller synthesis by state feedback; stability of linear systems; analysis of composite systems. All supplemental items must be submitted for an exception to be considered. A project report and a seminar are required. ECE679 Adv Intelligent Sys 3 Credit Hours. 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. This course will also discuss some specific topics in robotics research, including robot manipulators, mobile and walking robots, and robot hands, in which we will see how the above principles and methods are being used together. It is also concerned with the flow of electricity in the human body and with the transmission of signals between planets. Three lectures hours per week. Articulated body dynamics, contact modeling, and contact dynamics will be presented first. Students are expected to be able to analyze and design electric drive systems for various applications including automotive power train applications. 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. 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. Three lecture hours per week. Advanced techniques and uses in operating system design. Topics include a survey of embedded software Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. (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 This is an advanced course on power electronics and electric drives. ECE575 Computer Architecture 3 Credit Hours. Exempted courses must be replaced with ECE courses from within the degree program. Students will design and implement algorithms and simulate driver-highway interactions. Starting with rigid body motion, we will learn a systematic way to describe a robot system that consists of multiple links connected through different kinds of joints. Restriction(s): Can enroll if Major is Computer Engineering, Electrical Engineering, Computer & Information Science, ECE572 Sequential Machines 3 Credit Hours. EECS 334: Principles of Optics. Detroit, Michigan, United States. Three lecture hours per week. Modeling and simulation will also be covered. This course covers advanced technologies in power electronics with emphasis on hybrid vehicle and renewable applications. 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. 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. 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. Sensing technologies including basic computer vision will be covered. Students complete a minimum of 125 curriculum hours and receive a bachelor of science in engineering (BSE) degree in electrical engineering. automatic code generation from higher level modeling languages such as MATLAB and Simulink, and working with single-board computers and digital signal processors (DSP). A team-based term project may be required. 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. Basic concepts, algorithms, and standards will be covered for systems that process digital images, vector graphics, and text. The course will use examples of electromagnetic devices that operate at low frequency, (e.g., coils and motors), and others that operate at high frequency (e.g., Optical fiber, Laser, Imaging Sensor, LEDs, Solar cells and Antenna.) The course will develop fundamental understandings for the behavior of these devices. Locomotion will cover balance control, footstep planning, walking gait generation, joint space trajectory planning, and human motion tracking. The course covers important technologies relevant to intelligent vehicle systems including systems architecture, in-vehicle electronic sensors, traffic modeling and simulation. 2. 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. Review of representative electronic devices and illustrative applications. ECE528 Cloud Computing 3 Credit Hours. 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. This class will introduce students to the technology used in mobile/smart devices and mobile communication networks. Electrical engineering is one of the broadest of all engineering degrees - allowing students to move into virtually any area of their choosing. This course will cover fundamental concepts of information engineering, including theoretical concepts of how information is measured and transmitted, how information is structured and stored, how information can be compressed and decompressed, and information networks such as social networks, affiliation networks and online networks, mathematical theories of information networks. Students will design and simulate systems encompassing important concepts presented in the course. 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. Networks have emerged in a wide range of embedded applications (e.g. (Tag: Tools). Finally, students will work on related applications employing digital signal processors such as speech processing, instrumentation, and image processing. The University of Michigan is open to prospective students from all walks of life, and we're glad you're considering us. 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. ECE681 Adv Digital Sig Processing 3 Credit Hours. Dissertation work by a pre-candidate student in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. This course will cover in-depth study of existing multimedia compression standards such as, MPEG, MJEG, JPEG2000, etc. (F, W). Object of this course is to introduce current techniques in multimedia communications. A term project may be required. Dynamic models of sensors and actuators. EECS 330: Electromagnetics II. (F). Lead acid, nickel metal hydride, and lithium ion batteries will be covered. The following are suggested specializations. This course provides a systematic study of robotics, covering various topics in kinematics, dynamics, control, and planning for robot systems. (YR), ECE5541 Embedded Networks 3 Credit Hours. Three lecture hours per week. ECE550 Communication Theory 3 Credit Hours. Academic advising is primarily done by faculty advisors with expertise in the area and with the support of our knowledgeable graduate staff. Three lecture hours per week. 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). Students cannot take both ECE428 and ECE528 for degree credit. University of Michigan-Dearborn alumnus with a Bachelor's in Electrical Engineering. 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. Three lecture hours per week. ECE590 Selected Topics 1 to 3 Credit Hours. Design circuits such as switching circuits, power suppliers, amplifiers, oscillators, non-linear circuits. Three lecture hours per week. Linear Algebra using eigen expansions, polynomial functions and matrices and determinants. ECE569 Computer-Based Automation 3 Credit Hours. Message-based 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. *An asterisk denotes that a course may be taken concurrently. All three courses may be taken from one specialization or a combination of any of the specializations. 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. Grades below B- are not counted and no more than two B-s are allowed. 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. Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Software Engineering, Electrical Engineering, Computer & Information Science, Computer Engineering, ECE5251 MM Design Tools I 3 Credit Hours. (F, W). Principles and characteristics of embedded micro-processors: processor/device interfaces; time critical I/O handling; data communications in embedded environments. 4901 Evergreen Road. ECE591 Directed Studies 1 to 3 Credit Hours. Measurement, control, computation, communication, energy conversion in these and other technical areas, provide students an excellent preparation for positions of leadership in a world where science, engineering, and human relations are of basic importance in improving the quality of life. It is a project oriented course, with hands-on assignments, group projects and an individual research component. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Rackham or Graduate, ECE525 Multimedia Data Stor & Retr 3 Credit Hours. aerospace, maritime, vehicular, industrial) as an enabler of flexible and robust system design. I managed the PLM software (Obbligato III) on-site for our US operations. II. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Computer Engineering, Software Engineering, Industrial & Systems Engin, Mechanical Engineering, Computer & Information Science, Electrical Engineering, ECE691 Adv Directed Studies 1 to 3 Credit Hours. Three lecture hours per week. (F), ECE546 Electric Vehicles 3 Credit Hours. Various sound synthesis strategies will be introduced: wave tables, additive synthesis, subtractive synthesis, frequency modulation, and granular synthesis. During the 2020-2021 academic year, University of Michigan - Dearborn handed out 136 bachelor's degrees in electrical engineering. A Master of Science Degree helps students become creative and independent researchers. Students will use simulation tools to design filters and verify circuit performance. 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. Introduction to stochastic processes; stationarity, ergodicity; auto correlation and cross correlation, linear systems with random inputs, spectral analysis, Wiener filtering, Kalman filtering. Introduction to pattern recognition (PR) as a process of data analysis. 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. A basic introduction to modern wireless communication principles and architectures. Students are expected to have knowledge of MATLAB or C/C++ programming and will be required to accomplish a course-related project. (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. This course provides students with hands-on experience through computer-based simulation projects. 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. Three lecture hours per week. In consultation with a faculty advisor a student will prepare a proposal describing the work to be performed for approval by the department. The course will cover basic devices and applications in Electromagnetic waves. Students will work with various tools and techniques used by hackers to compromise computer systems or otherwise interfere with normal operations. Basic concepts of digital video will be reviewed, such as resolution and compression standards. Restriction(s): Can enroll if Class is Graduate or DoctorateCannot enroll if Major is, ECE536 All Weather Automotive Vision 3 Credit Hours. ECE567 Nonlinear Control Systems 3 Credit Hours. Integrated smart sensors and actuators. Dissertation work by a Ph.D. candidate in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. RISC computers. An oral presentation and a final report on the research effort are required for completion. Three lecture hours per week. Advanced data communications, sensor motes, systems architecture and design, wireless communications standards and protocols, routing, security, operating systems, language support, and applications. 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. A final course project is required. 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! (Tag: Theory), b) an ability to use modern engineering software, processes, devices, and diagnostic tools for advanced engineering design and development. Data flow computers. Control will include the classic PID control, position and force control, and trajectory tracking. 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