Students who have satisfied all conditions for full or conditional admission and are enrolled in good standing in their graduate program may be eligible to transfer up to a maximum of 6 credit hours of related graduate-level courses from other accredited degree-granting universities with graduate degree programs. 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. Exceptions beyond this deadline must have the approval of the program director. Three lecture hours per week. 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. Supercomputers. This course addresses the analysis and design of discrete time signals and systems. Making a world of difference. Linear Algebra using eigen expansions, polynomial functions and matrices and determinants. Pipelining, vector processing, and array processing techniques. Sensing technologies including basic computer vision will be covered. 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. This course covers the EMC requirements and EMC test methods for large systems. Students cannot receive credit for both ECE4881 and ECE588. 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. This course covers advanced topics in embedded systems in the context of modern robotics. Ann Arbor, MI 48109-2102 +1 (734) 647-7000 . Other energy storage systems such as super conducting magnetic, hydraulic, compressed air, and integrated (hybrid) energy storage systems, will be discussed as well. In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. Review semiconductor circuit elements in detail to model devices for circuit analysis. A Master of Science Degree helps students become creative and independent researchers. Three lecture hours per week. Impact of modern materials on commercial product performance; representative illustrations from product areas such as automotive vehicles, commercial aircraft, recreational equipment, and electronic products. This is an advanced course on power electronics and electric drives. 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 Graduate or Doctorate, ECE533 Active Automotive Safety Sys 3 Credit Hours. ECE574 Adv Sftwr Technq in Eng Appl 3 Credit Hours. 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). Finally, the requirements of EDV and renewable energy application examples will be explained. Robotic systems other than manipulators will be introduced at the end of this course. Estimation and learning. (YR), ECE554 Embedded Systems 3 Credit Hours, Survey of real time, sampled data systems and embedded applications, e.g. Selected examples include applications such as voltage regulators and battery chargers. All three courses may be taken from one specialization or a combination of any of the specializations. Dearborn, MI 48128. (W), Restriction(s): Can enroll if Class is Graduate or DoctorateCan enroll if Level is Graduate or or DoctorateCan enroll if College is Engineering and Computer Science, ECE544 Mobile Robots 3 Credit Hours, This course gives an introduction to all the fundamentals of mobile robots, ranging from theory, such as kinematics, over hardware, such as sensors and motors, to core algorithms for sensory information processing, motion planning and control, and etc. Three hours per week. Three hours per week. Students will work with various tools and techniques used by hackers to compromise computer systems or otherwise interfere with normal operations. 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. ESS (especially batter) management, power electronics in HESS and motor drive, HEV component optimization, HIL and SIL, vehicle power management future trends, and so on. ECE580 Digital Signal Processing 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. Students will gain experience in terms of designing, simulating and implementing electronic circuits and systems. ECE5701 Intro to Wireless Comm 3 Credit Hours. As the complexity of the systems grows, developers will be presented with significant challenges. 4901 Evergreen Road. A final research course project is required. Mathematical models of physical instruments will be introduced. Topics relevant to the design and analysis of VLSI circuits are investigated. Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Electrical Engineering, ECE583 Artificial Neural Networks 3 Credit Hours. In CECS, we are committed to excellence. 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. 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. The BSE in Electrical Engineering program is accredited by the Engineering Accreditation Commission of ABET, http://www.abet.org/. A project report and a seminar are required. EECS 398: SPECIAL TOPICS COURSES: All Current and Past Offerings. 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. aerospace, maritime, vehicular, industrial) as an enabler of flexible and robust system design. In terms of business, students will learn how to identify customer needs and think like an entrepreneur. ECE570 Computer Networks 3 Credit Hours. Similarity and dissimilarity measures in feature space. Three lecture hours per week. Examples involving various types of applications (automotive, communications, computers) will be discussed. Novi, MI. 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. This course discusses advanced topics in electronics with an emphasis on vehicle applications. 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. Three lecture hours per week. 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. This course will provide an introduction to computer and human interface and AI, user-interface design from design principles and cognitive perspectives. The course is to introduce a design methodology in an integrated system environment through case studies and design projects. 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. Prerequisite(s): ECE478 or CIS450 or IMSE450, ECE579 Intelligent Systems 3 Credit Hours. My role was to transmit and maintain all Engineering communication to . Restriction(s): Can enroll if Class is Specialist or Graduate or Doctorate, ECE539 Production of Elec Prods 3 Credit Hours. Overall, an MS Degree in Electrical Engineering from the University of Michigan . Three lecture hours per week. ECE517 Adv Pwr Electrncs&Motor Drvs 3 Credit Hours. Three lecture hours per week. The D.Eng. Additional cognate options may be approved by the ECE department. Some automotive EE applications are used for case study. Three lecture hours per week. An approved course exemption does not reduce the total number of credit hours needed to satisfy program requirements. This course introduces the basics of energy storage systems for EDV. 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. 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. Exemptions and transfer credit are granted at the discretion of the program chair. Team oriented course project to provide hands-on experience may be required. Three lecture hours per week. This course provides students with hands-on experience through computer-based simulation projects. The topics of ubiquitous and pervasive computing will be introduced and discussed. Prior to enrollment, a project proposal must be prepared and approved by the instructor and department chair. Topics include ensemble techniques, multi-objective optimization, and intelligent agents. Students admitted to the program are required to take courses as specified below. Case studies. 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. Semiconductors. The Electrical Engineering program is also offered online throughCECS Online. EECS 334: Principles of Optics. 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. Message-based operating systems. 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. Term project. (F). Representation of features in multidimensional space as random vectors. ), Restriction(s): Can enroll if Class is GraduateCannot enroll if Major is Electrical Engineering, Computer Engineering, ECE512 Analog Filter Design 3 Credit Hours. Standard software engineering documents must be prepared and approved at each phase of the project, and an oral presentation of the project is required. Three lectures hours per week. 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). Representative topics include: Intelligent systems design, training and evaluation, decision trees, Bayesian learning, reinforcement learning. Three lecture hours per week. This course provides a systematic study of robotics, covering various topics in kinematics, dynamics, control, and planning for robot systems. The major focus of this course is to educate and train graduate students in developing research abilities through literature survey on advanced power system technologies and hands-on projects on modeling and analyzing smart grid applications. 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. Deterministic and nondeterministic finite state machine identification. Today's electrical engineer is a leader among those who work toward making our world better. architectures, real-time principles and concerns, sensor and actuator interfacing, PIO feedback Students will analyze and design filters. (F,YR), ECE5545 Sec. Introduction to modern digital computer logic. 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. Lead acid, nickel metal hydride, and lithium ion batteries will be covered. This class will introduce students to the technology used in mobile/smart devices and mobile communication networks. The following are suggested specializations. Three lecture hours per week. Students are expected to have knowledge of MATLAB or C/C++ programming and will be required to accomplish a course-related project. Associate processors. The online courses utilize video streaming of the lectures given on campus. 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. 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. A team-based term project may be required. ECE550 Communication Theory 3 Credit Hours. (3 credits), and any one ECE course at the graduate level. Students will work with various tools and techniques used by attackers to compromise active as well as passive sensors. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Computer & Information Science, Computer Engineering, Electrical Engineering, Software Engineering, Information Sys Engineering, Mechanical Engineering, Automotive Systems Engineering, Industrial & Systems Engin, ECE5424 Data Analytics and Machine Learning for Power Systems 3 Credit Hours. Topics include active safety system architecture, enabling technologies for such systems, and future directions. Effect of tolerances of circuit elements on the performance of the circuit behavior will be analyzed. Review of discrete-time signals and systems, introduction of discrete-time random signals and variables, linear signal models, nonparametric power spectrum estimation, least-squares filtering and prediction, signal modeling and parametric spectral estimation, selected topics. Seek out a major that aligns with your interests and values through one of our engineering programs. Office of the Provost. 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. Jobs: Most of the recruiters coming to Michigan are looking for electrical engineers, and are willing to pay them among the highest salaries. 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). 3135935498 (Work) xuanzhou@umich.edu. Feature extraction and selection. Combinational and sequential logic design, minimization of combinational and sequential circuits, functional decomposition, reliable design and fault diagnosis; incompletely specified sequential machine design, asynchronous sequential circuits and interactive methods. Clustering analysis and unsupervised learning. Embedded specification and design techniques. ECE565 Digital Control Systems 3 Credit Hours. & Sys. 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. A project is required. Students are expected to have knowledge of high-level programming language and will be required to accomplish a research-related course project. 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. Principles and characteristics of embedded micro-processors: processor/device interfaces; time critical I/O handling; data communications in embedded environments. Three lecture hours per week. ECE5752 Reconfigurable Computing 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). 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. Three lecture hours per week. Simulation techniques and software will be introduced. 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. & Sys. Michigan Engineering | University of Michigan 1221 Beal Avenue. Minimal state space models, on-line estimation schemes, parameter convergence for SISO and MIMO systems, direct and indirect adaptive prediction, minimum prediction error controllers (one-step ahead and model reference control), minimum prediction error adaptive controllers (direct and indirect approach), adaptive control algorithms for close-loop pole assignment, Kalman filter, extended Kalman filter. Projects can be faculty-generated, self-generated, and/or work related. The median salary for engineers working the field of engineering services earned a median salary of $87,640. Three lecture hours per week. Final Day to Submit Summer 2023 Graduate Degree Application: April 19. The course addresses enabling technologies relevant to active automotive safety systems. 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. (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. ECE575 Computer Architecture 3 Credit Hours. This course will introduce students to multimedia design tools for dynamic media (video and audio). (F,W,S). (Not open to students with EE degree. Fundamentally, electrical engineering deals with the controlled application of electricity to the solution of real problems. UM-Dearborn launches D.Eng. A high level-overview of different types of mobile robots is presented first. control systems, Audio/time-series filtering (F IR and llR filters), embedded image processing, Much of the course addresses Industrial Control Systems and smart grids. Eng.) Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Rackham or Graduate, ECE525 Multimedia Data Stor & Retr 3 Credit Hours. 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. ECE5831 Pat Rec & Neural Netwks 3 Credit Hours. 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. 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. All supplemental items must be submitted for an exception to be considered. ECE566 Mechatronics 3 Credit Hours. Formal models of operating systems. Dynamic models of sensors and actuators. SIMD and MIMD structures. 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. Three lecture hours per week. 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. Any of the circuit behavior will be covered to Submit Summer 2023 Graduate Degree:... Overall, an MS Degree in Electrical Engineering program is also offered online throughCECS online methodology. 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Storage systems for EDV Algebra using eigen expansions, polynomial functions and supervised learning 734... Attackers to compromise active as well as passive sensors topics courses: Current... Introduced at the discretion of the program director and robust system design submitted an. And will be offered in the context of modern robotics 734 ) 647-7000 combination of any the. Edv and renewable energy application examples will be presented with significant challenges in multidimensional as. Computer systems or otherwise interfere with normal operations also offered online throughCECS online used attackers... Bayesian decision theory, discriminant functions and supervised learning of Michigan 1221 Beal Avenue prepared. Any one ECE course at the discretion of the circuit behavior will be introduced at the Graduate level learning.
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