Design circuits such as switching circuits, power suppliers, amplifiers, oscillators, non-linear circuits. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Rackham or Graduate, ECE525 Multimedia Data Stor & Retr 3 Credit Hours. Principles and characteristics of embedded micro-processors: processor/device interfaces; time critical I/O handling; data communications in embedded environments. These embedded control networks differ from information technology (IT) networks in that the primary users are not humans, but sensors, actuators, and embedded processors. The University of Michigan is open to prospective students from all walks of life, and we're glad you're considering us. 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. This course will cover the basic issues in multimedia security and forensics and is designed to give the student hands-on experience in various aspects of information security and forensic analysis through the various assignments and projects. Restriction(s): Can enroll if Class is Graduate or DoctorateCannot enroll if Major is, ECE536 All Weather Automotive Vision 3 Credit Hours. Three lecture hours per week. Electrical and Computer Engineering 2050 - Institute for Advanced Vehicle Systems Building 4901 Evergreen Road Dearborn, MI 48128 View on Map Phone: 313-593-5420 umd-ecegrad@umich.edu Office Hours Sunday: Closed Monday: 9:00 am-5:00 pm Tuesday: 9:00 am-5:00 pm Wednesday: 9:00 am-5:00 pm Thursday: 9:00 am-5:00 pm Friday: 9:00 am-5:00 pm This course covers sensor data security and integrity verification and its applications to transportation systems, robotics, IoTs, smart cities, and industrial control systems. Design of real time systems. major in ECE is an applied research-oriented doctoral degree designed to address the growing needs of industry for engineering professionals with advanced knowledge, technical skills, and the ability to conduct high quality applied research in electrical and computer engineering. Electrical engineering is a dynamic and progressive branch of the engineering profession which has pioneered the development of the modern science-oriented engineering curriculum. 2. Fundamentally, electrical engineering deals with the controlled application of electricity to the solution of real problems. Three lecture hours per week. Term project. Topics include statistical signal processing, multi-rate systems, bank of filter design, multi-resolution formation of wavelet, the discrete wavelet transform, wavelet-based digital signal processing. Students cannot take both ECE415 and ECE5425 for degree credit. ECE530 Energy Storage Systems 3 Credit Hours. Supercomputers. (F, W). Prerequisite(s): ECE478 or CIS450 or IMSE450, ECE579 Intelligent Systems 3 Credit Hours. Three lecture hours per week. The goal of this course is to introduce protecting an electrical system from faults and other concerns in distribution system. Three lecture hours per week. ECE591 Directed Studies 1 to 3 Credit Hours. Examples involving various types of applications (automotive, communications, computers) will be discussed. 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. Object of this course is to introduce current techniques in multimedia communications. This course will cover existing information hiding techniques such as digital watermarking, steganography, and fingerprinting. Required unless waived. Three lecture hours per week. agencies across the state. Case Studies will be presented to illustrate a variety of applications. ECE574 Adv Sftwr Technq in Eng Appl 3 Credit Hours. ECE590 Selected Topics 1 to 3 Credit Hours. Students may be placed on probation, if their cumulative GPA falls below 3.0. 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. Finally, the requirements of EDV and renewable energy application examples will be explained. Grades below B- are not counted and no more than two B-s are allowed. II. Various analysis tools will be covered, including the Fourier transform and windowing techniques. ECE650 Info Theory in Elec Comm 3 Credit Hours. 4901 Evergreen Road. Students will learn how to mathematically pose various pattern recognition problems and analytically derive some well-known statistical results and learning rules. Review of probability and random variables. Applications of PR. Prior to enrollment, a project proposal must be prepared and approved by the instructor and department chair. Integrated circuit processing, bonding and packaging. (W). Various solution approaches will be covered including statistical methods and neural network-based methods. 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. ECE570 Computer Networks 3 Credit Hours. ECE566 Mechatronics 3 Credit Hours. This course addresses the analysis and design of continuous time (analog) and switched-capacitor filters. In terms of art and media, students will learn the basics of human perception, communication, and aesthetics. Pipelining, vector processing, and array processing techniques. The focus of this class is on protection of radial fed system, fault studies and arc-flash calculations. Three lecture hours per week. Clustering analysis and unsupervised learning. Real Time Kernels. Seek out a major that aligns with your interests and values through one of our engineering programs. architectures, real-time principles and concerns, sensor and actuator interfacing, PIO feedback 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. Curriculum requirement sheets and sample course sequences are available through the Office of Advising and Academic Success. 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. 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. Effect of tolerances of circuit elements on the performance of the circuit behavior will be analyzed. . ECE528 Cloud Computing 3 Credit Hours. 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. 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 University of Michigan-Dearborn alumnus with a Bachelor's in Electrical Engineering. (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 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. Channel models, signal generation and reception are explored. ECE571 Switching Theory 3 Credit Hours. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. 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. Introduction to modern digital computer logic. Introduction to pattern recognition (PR) as a process of data analysis. Representative topics are sensors and image formation, advanced algorithms in object feature filtering, extraction and recognition, texture and colors, motion, 3D vision, and applications. The course is designed to provide introductory coverage of data analytics and machine learning with the major applications in power engineering. VLSI computer structures. My role was to transmit and maintain all Engineering communication to . 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. ECE507 Intro to Multimedia Sys 3 Credit Hours. The purpose of this course is to provide students with advanced techniques for generation and control of movement of a humanoid robot itself and its motion to change the environment. Advanced data communications, sensor motes, systems architecture and design, wireless communications standards and protocols, routing, security, operating systems, language support, and applications. Current trends in operating system design. 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. EECS 334: Principles of Optics. 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. Properties of electronic materials. The majority of these techniques are heavily based on probabilistic reasoning and optimization-two areas with wide applicability in intelligent robotic systems. Students in RE program must take this course in the first year. Additional cognate options may be approved by the ECE department. 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. Restriction(s): Can enroll if Level is Graduate or or DoctorateCan enroll if Major is Computer & Information Science, Computer Engineering, Electrical Engineering, Software Engineering, Information Sys Engineering, Mechanical Engineering, Automotive Systems Engineering, Industrial & Systems Engin, ECE5425 Fundamentals of Power Electronics 3 Credit Hours. 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.) Students will be exposed to a broad range of topics including optimal power flow, Smart Grid technology, economic dispatch, unit commitment, and the impact of renewable energy on power and management systems. The online students have the opportunity to interact with the instructors and with fellow students (both on campus as well as online) through CANVAS. This is an advanced course on power electronics and electric drives. Due to this, the school was ranked #32 in popularity out of all colleges and universities that offer this degree. Applications of speech processing are also presented. agencies across the state. Bachelor's degree in Electrical and/or Computer Engineering with an overall GPA of 3.0 or higher. Ann Arbor, MI 48109-2102 +1 (734) 647-7000 . Three lecture hours per week. Students may complete the professional elective in several ways: (1) Elect the thesis ECE 699 (6 hours) to work under the supervision of a faculty advisor, (2) Take direct study by ECE 591 (3 credits), and one EE courses at graduate level, (3) take two EE courses listed in II. Special projects for laboratory or library investigation with the intent of developing initiative and resourcefulness. 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. Impact of modern materials on commercial product performance; representative illustrations from product areas such as automotive vehicles, commercial aircraft, recreational equipment, and electronic products. 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. Special topics on product testing, reliability assurance, accelerated reliability testing, product lifetime models, and automotive environments will also be addressed. Michigan Engineering | University of Michigan 1221 Beal Avenue. Applications to smoothing, parameters estimation, prediction, system identification. Dr. Xuan Zhou is an associate professor in the department of Electrical and Computer Engineering, University of . College of Education, Health, and Human Services, College of Engineering & Computer Science, Automotive Noise, Vibration and Harshness, Electrical, Electronics, and Computer Engineering, Engineering of Electrified Vehicular Systems, Intelligent Systems in Engineering Applications, CollegeofEngineering&ComputerScience, The Regents of the University of Michigan. Associate Professor. Students are expected to have knowledge of MATLAB or C/C++ programming and will be required to accomplish a course-related project. 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. 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. This is a project-based class. Sensing technologies including basic computer vision will be covered. (W.YR), Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate, ECE5544 Intro. . Course includes lectures and case studies. 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. 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. 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. This course is designed to provide a broad overview of the engineering, art, and business of developing multimedia systems. Topics relevant to the design and analysis of VLSI circuits are investigated. Performance Analysis. 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. Students will apply software tools to analyze, design and simulate multirate digital signal processing systems. 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. control systems, Audio/time-series filtering (F IR and llR filters), embedded image processing, The course will focus on vehicular communications and networking, autonomous vehicles and intelligent transportation systems, robotics networks, and smart grids. Restriction(s): Can enroll if 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. There were approximately 192 electrical engineering students who graduated with this degree at UM Dearborn in the most recent data year. Self guided lab assignments. ECE5702 High-Speed and Adv Networks 3 Credit Hours. 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. 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. Three lecture hours per week. Three lecture hours per week. Prerequisite(s): (ECE570 and ECE5701) or CIS 627, ECE675 Computer Architecture II 3 Credit Hours. Three lecture hours per week. Students will use simulation tools to design filters and verify circuit performance. Exceptions beyond this deadline must have the approval of the program director. Formal models of operating systems. Students may complete the professional elective requirements 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). Individual or group study, design, or laboratory research in a field of interest to the students. Orcid identifier 0000-0001-6591-8515. This course covers selected topics in applied mathematics useful in science and engineering fields, including: solution of linear equations, polynomial interpolation and approximation, solution of nonlinear equations, roots of polynomials, resultants, approximation by orthogonal functions (includes Fourier series), ordinary differential equations, optimization, calculus of variations, probability and stochastic processes, computational geometry, and differential geometry. Embedded specification and design techniques. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. Students may be placed on probation, if their cumulative GPA falls below 3.0. (Tag: Tools). Three lecture hours per week. Project oriented course. programs. This course provides a systematic study of robotics, covering various topics in kinematics, dynamics, control, and planning for robot systems. Logic design and testing of VLSI circuits. Selected examples include applications such as voltage regulators and battery chargers. Three lecture hours per week. Three lecture hours per week. Battery management, battery charging, and battery safety will be covered. State-identification and fault-detection experiments. Examples of current protocols and architectures of wireless data and voice networks are studied. Classification of electromagnetic environments will also be discussed. It covers vehicle dynamics, energy sources, electric propulsion systems, regenerative braking, parallel and series HEV design, practical design considerations, and specifications of hybrid vehicles. Electrical engineering is one of the broadest of all engineering degrees - allowing students to move into virtually any area of their choosing. Much of the course aims to cover existing sensing modalities, e.g., LIDAR, Radar, Ultrasonic, Camera, Microphone, etc. Dissertation work by a Ph.D. candidate in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. A study of data communications and network architecture fundamentals. (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. 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. This class will introduce students to the technology used in mobile/smart devices and mobile communication networks. Eng.) 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. Students will get an overview of various mobile operating systems and will learn how to develop software for mobile devices. The course will also cover basics of cryptography and coding theory. 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. 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. This university ranks 17th out of 57 schools for overall quality in the state of Michigan. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. 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 Mar 2009 - Aug 202213 years 6 months. ECE550 Communication Theory 3 Credit Hours. The College of Engineering and Computer Science (CECS) offers 6 doctoral programs: 4 full-time Ph.D. programs and two Doctor of Engineering (D. Three lecture hours per week. EECS 373: Introduction to Embedded System Design ( video overview) EECS 381: Object-Oriented and Advanced Programming. Using interactive graphics in process system design. Academic advising is primarily done by faculty advisors with expertise in the area and with the support of our knowledgeable graduate staff. An in-depth study of selected topics in design and development of virtual systems in industrial environments. Phone: 313-593-5030. This course aims to cover attack surfaces, threat modeling and attack vector executions for commonly used sensors and develop countermeasures to defend against them. Three lecture hours per week. Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Electrical Engineering, Computer Engineering, ECE5001 Analytic and Comp Math 3 Credit Hours, Full Title: Analytical and Computational Mathematics (F). 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. All three courses may be taken from one specialization or a combination of any of the specializations. Graduate students electing the thesis option, working under the general supervision of a member of the department faculty, are expected to plan and carry out the work themselves. Introduction to the fundamental concepts of data mining including data exploration, pre-and post-processing, OLAP, predictive modeling, association analysis, and clustering. A project will be required. 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. ECE515 Vehicle Electronics II 3 Credit Hours. The following are suggested specializations. 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. 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! ECE519 Adv Topics in EMC 3 Credit Hours. Much of the course addresses Industrial Control Systems and smart grids. ECE681 Adv Digital Sig Processing 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). Respected. Study of functions and types of actuators in automotive systems. 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 hours per week. Three lecture hours per week. In addition, students must maintain a cumulative GPA of 3.0 or higher in every semester. Three lecture hours per week. Failure mechanisms and interconnect lifetime prediction. 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. Confirm your cognate course selections with the major applications in power engineering reasoning and optimization-two areas wide! If their cumulative GPA of 3.0 or higher in every semester and progressive branch of the engineering profession has. Design ( video overview ) eecs 381: Object-Oriented and advanced programming, oscillators, non-linear.. 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