Three lecture hours per week. Students should select a minimum of 4 and a maximum of 6 credit hours of courses from other disciplines. (F). 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. 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. The course covers important technologies relevant to intelligent vehicle systems including systems architecture, in-vehicle electronic sensors, traffic modeling and simulation. Much of the course addresses Industrial Control Systems and smart grids. 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. (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. programs accept students for both part-time and full-time study. Selected examples include applications such as voltage regulators and battery chargers. This course covers sensor data security and integrity verification and its applications to transportation systems, robotics, IoTs, smart cities, and industrial control systems. The electrical engineering program prepares a student to select from a broad range of career possibilities in design, development, manufacturing, sales, administration, and research. Topics covered will include the design of digital filters (IIR and FIR filters), characteristics of analog-to-digital and digital-to-analog converters, the spectral analysis of signals, and discrete filters. Three lecture hours per week. Orcid identifier 0000-0001-6591-8515. Three lecture hours per week. Additional cognate options may be approved by the ECE department. Eng.) In terms of business, students will learn how to identify customer needs and think like an entrepreneur. Detroit Manufacturing Systems (DMS) Sep 2022 - Present6 months. Advanced Directed Studies for Doctoral Students: Special topic in electrical or computer engineering. control systems, Audio/time-series filtering (F IR and llR filters), embedded image processing, UM-Dearborn's new Engineering Lab Building is open and it's definitely meeting expectations. Examples involving various types of applications (automotive, communications, computers) will be discussed. Locomotion will cover balance control, footstep planning, walking gait generation, joint space trajectory planning, and human motion tracking. Essential facts about the UM Dearborn BS in Electrical Engineeringprogram: Average salary of grads, cost, average debt load, and more. Restriction(s): Can enroll if Level is Rackham or GraduateCan enroll if Major is Computer & Information Science, Mechanical Engineering, Electrical Engineering, Industrial & Systems Engin, Information Sys Engineering, Automotive Systems Engineering, Computer Engineering, ECE543 Kinem, Dynam Control Robots 3 Credit Hours, Full Title: Kinematics, Dynamics, and Control of Robots The basic limitations and alternatives for communications signaling are studied, using appropriate mathematical tools. 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. Includes symmetrical component calculations and use; protection coordination; network, radial and ringed system protection; central station and distributed generator protection; and an overview of emerging topics. Review of representative electronic devices and illustrative applications. Representative topics include: Intelligent systems design, training and evaluation, decision trees, Bayesian learning, reinforcement learning. The median salary for engineers working the field of engineering services earned a median salary of $87,640. Restriction(s): Can enroll if Class is Graduate or DoctorateCannot enroll if Major is, ECE536 All Weather Automotive Vision 3 Credit Hours. 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. digital controllers, diagnostic systems. Algorithms and methods for video and audio processing and effects will be reviewed. Analysis of layout and the design of subsystems. The following abbreviations are used to denote the frequency of offering: (F) fall term; (W) winter term; (S) summer term; (F, W) fall and winter terms; (YR) once a year; (AY) alternating years; (OC) offered occasionally. (W). State-identification and fault-detection experiments. (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. Three lecture hours per week. Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). Networks have emerged in a wide range of embedded applications (e.g. Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). . RISC computers. ECE620 Sensor Security and Data Integrity Validation 3 Credit Hours. Data flow computers. 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. 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. Topics include fuzzy set theory, applications to image processing, pattern recognition, artificial intelligence, computer hardware design, and control systems. 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. Applications of PR. ECE571 Switching Theory 3 Credit Hours. Topics include cyberspaces, techniques for generating virtual worlds in engineering applications, building blocks of virtual environments including hardware and software. 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. Overall, an MS Degree in Electrical Engineering from the University of Michigan . Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Electrical Engineering, Computer Engineering, ECE514 VLSI Design 3 Credit Hours. ECE591 Directed Studies 1 to 3 Credit Hours. Students will be exposed to advanced system design methods, modeling, simulation, and system verification and evaluation. Seek out a major that aligns with your interests and values through one of our engineering programs. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. Devices include diodes, bipolar junction transistors, MOSFETs and operational amplifiers. Today's electrical engineer is a leader among those who work toward making our world better. Programming concepts for DSP processors such as addressing, instruction set, execution control, pipelining, parallel processing and peripherals are discussed. Operating systems for parallel architectures. Required unless waived. This course covers advanced technologies in power electronics with emphasis on hybrid vehicle and renewable applications. EECS 373: Introduction to Embedded System Design ( video overview) EECS 381: Object-Oriented and Advanced Programming. Restriction(s): Can enroll if Class is Specialist or Graduate or Doctorate, ECE539 Production of Elec Prods 3 Credit Hours. (F), ECE555 Stochastic Processes 3 Credit Hours. View on Map. Three lecture hours per week. (F, W). Exceptions beyond this deadline must have the approval of the program director. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Software Engineering, Electrical Engineering, Computer & Information Science, Computer Engineering, ECE5791 Vehicle Power Management 3 Credit Hours. Representative topics are sensors and image formation, advanced algorithms in object feature filtering, extraction and recognition, texture and colors, motion, 3D vision, and applications. (F), ECE 532 Auto Sensors and Actuators (F 08), ECE 533 Active Automotive Safety Systems (SS 09). 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. The course will cover topics such as electrified powertrain configurations. 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. Students are expected to have knowledge of high-level programming language and will be required to accomplish a research-related course project. The following are suggested specializations. II. This course introduces the architectural fundamentals and features of programmable digital signal processors. Three lecture hours per week. Jobs: Most of the recruiters coming to Michigan are looking for electrical engineers, and are willing to pay them among the highest salaries. Case Studies will be presented to illustrate a variety of applications. The course objectives are to familiarize the students with the basic concepts of electromechanical energy conversion and electric drive systems. The course examines modern applications of multirate digital signal processing including the design of multirate filter banks, using the wavelets transforms to efficiently encode signals for compression purposes, spectral analysis and synthesis of signals. Grades below B- are not counted and no more than two B-s are allowed. PN junctions, bi-polar and field-effect transistors. This class will introduce students to the technology used in mobile/smart devices and mobile communication networks. In terms of art and media, students will learn the basics of human perception, communication, and aesthetics. ECE565 Digital Control Systems 3 Credit Hours. agencies across the state. A study of data communications and network architecture fundamentals. The D.Eng. An oral presentation and a final report on the research effort are required for completion. Advisory prerequisite: Basic understanding of power systems and machine learning. As the complexity of the systems grows, developers will be presented with significant challenges. Dynamic models of sensors and actuators. Three lecture hours per week. Edit your . 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. Three lecture hours per week. The Electrical Engineering program is also offered online throughCECS Online. The course will require student presentations and a substantial term project. Simulating machine and process operations. Three hours per week. This course will cover existing information hiding techniques such as digital watermarking, steganography, and fingerprinting. Applications to smoothing, parameters estimation, prediction, system identification. (F,W,S), ECE980 Pre-Cand Dissertation Research 1 to 9 Credit Hours, Full Title: Pre-Candidate Dissertation Research Three lecture hours per week. However, students will be expected to generalize the concepts for other CPSs. Restriction(s): Can enroll if Class is Graduate, ECE510 Vehicle Electronics I 3 Credit Hours, This course discusses the principles of electrical engineering and applications of electrical and electronic systems in automobiles, including resistive, inductive, and capacitive circuit analysis, semiconductor diodes, junction transistors, FETS, rectifiers, and power supplies, small signal amplifiers, biasing considerations, gain-bandwidth limitations, circuit models. Self guided lab assignments. (W), ECE578 Advanced Operating Systems 3 Credit Hours. I managed the PLM software (Obbligato III) on-site for our US operations. Various solution approaches will be covered including statistical methods and neural network-based methods. During the 2020-2021 academic year, University of Michigan - Dearborn handed out 136 bachelor's degrees in electrical engineering. Impact of modern materials on commercial product performance; representative illustrations from product areas such as automotive vehicles, commercial aircraft, recreational equipment, and electronic products. Part of the coursework involves a project concerning the analysis and design of a multimedia-based system. 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 Electrical Engineering, Computer Engineering, ECE518 Mat Selec for Commercial Prod 3 Credit Hours. Respected. This course will give students an introduction to power electronics technology, such as converter analysis and design. 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. Three lecture hours per week. Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Electrical Engineering, ECE583 Artificial Neural Networks 3 Credit Hours. Students in RE program must take this course in the first year. 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. In terms of technical and engineering issues, students will learn basic data analysis techniques and computer programming tools. Are you Xuan Zhou? Ann Arbor, MI 48109-2102 +1 (734) 647-7000 . The D.Eng. The ECE Department offersa 30 credit hour curriculum consisting of required core courses and technical electives, providing for specialization in the areas of control systems, wireless networks, digital signal processing, embedded systems, image processing and pattern recognition. (F,W,S), ECE610 Analog I C 3 Credit Hours, ECE612 Wireless Sensor Networks 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). Students may be placed on probation, if their cumulative GPA falls below 3.0. 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. For a complete list of ECE courses please view the Course Descriptions later in this Catalog. Students will be exposed to a broad range of topics including data collection, data processing, and data mining for electrical power systems. ECE5802 Multirate Sig Proc w/Appl 3 Credit Hours. Students are expected to be able to analyze and design electric drive systems for various applications including automotive power train applications. Computer control of machines and processes. 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. architectures, real-time principles and concerns, sensor and actuator interfacing, PIO feedback Students are expected to earn a B or better in every graduate course to be credited toward the degree requirements, however, a maximum of two grades of B- will be accepted. 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. Random Variables using probability density and distribution functions, functions of a random variable, and conditional and joint probabilities. Students will gain understanding of the language, formalism, and methods of pattern recognition. Using interactive graphics in process system design. The course has substantial computer simulation and research project components. Three lecture hours per week. Multi-tasking. 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. ECE5702 High-Speed and Adv Networks 3 Credit Hours. 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.) Integrated circuit processing, bonding and packaging. Review of probability and random variables. These 6 transfer credits of previous equivalent graduate coursework can be applied to the degree only if those credits have not been counted toward a degree and have a final grade of B (3.0) or better. 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. 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. Design of real time systems. Students are expected to have knowledge of high-level programming language and will be required to accomplish a course project. Various analysis tools will be covered, including the Fourier transform and windowing techniques. Three hours per week. Three lecture hours per week. Three lecture hours per week. Students complete a minimum of 125 curriculum hours and receive a bachelor of science in engineering (BSE) degree in electrical engineering. 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. Battery management, battery charging, and battery safety will be covered. Nuclear Engineering & Radiological Sciences. Object of this course is to introduce current techniques information security in general and multimedia security in particular. 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. Exemptions and transfer credit are granted at the discretion of the program chair. Three lecture hours per week. ECE576 Information Engineering 3 Credit Hours. This course provides graduate students with a clear understanding of the latest vehicle power management technologies with an emphasis on alternative fuel vehicles. 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. Permission of instructor required. 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. The basics of digital audio will be covered, including sampling, quantization, and compression standards. Students will gain experience in terms of designing, simulating and implementing electronic circuits and systems. (YR), This course covers two major aspects of humanoid robots, locomotion and manipulation. An ability to use modern engineering software, processes, devices, and diagnostic tools for advanced engineering design and development. The focus of this class is on protection of radial fed system, fault studies and arc-flash calculations. 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. Three lecture hours per week. Students will get an overview of various mobile operating systems and will learn how to develop software for mobile devices. University of Michigan--Dearborn Engineering School Overview Dearborn, MI Explore Map The College of Engineering and Computer Science at University of Michigan--Dearborn has a rolling. It will cover battery basics, ultracapacitors, flywheels, and hybrid energy storage concepts. The online courses utilize video streaming of the lectures given on campus. 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. 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. Students will use simulation tools to design filters and verify circuit performance. 2. Much of the course aims to cover existing sensing modalities, e.g., LIDAR, Radar, Ultrasonic, Camera, Microphone, etc. 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. ECE519 Adv Topics in EMC 3 Credit Hours. In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. ), Restriction(s): Can enroll if Class is GraduateCannot enroll if Major is Electrical Engineering, Computer Engineering, ECE512 Analog Filter Design 3 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 discussed the manufacturing of discrete components, integrated circuits, hybrid circuits and modules, advances packages, printed circuit boards, optical components, and MEMS products. Students may be placed on probation, if their cumulative GPA falls below 3.0. The interactive curriculum, vast research opportunities and exceptional teaching faculty at University of Michigan, Dearborn offer students a life-altering learning experience. (Tag: Tools). 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. EECS at Michigan Established. 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. Three lecture hours per week. Cloud computing represents the emerging Internet-based services/platforms with elastic and scalable computation powers operating at costs associated with service. UM Dearborn is a moderately-sized public university located in the midsize city of Dearborn. This university ranks 17th out of 57 schools for overall quality in the state of Michigan. 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 Complete ECE 505 and ECE 510 as directed by the ECE Department if undergraduate degree is not in Electrical Engineering/Computer Engineering disciplines. This course provides students with hands-on experience through computer-based simulation projects. ECE587 Sel Top:Image Proc/Mach Vision 3 Credit Hours. (F). Practical system examples are stressed. 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