Various sound synthesis strategies will be introduced: wave tables, additive synthesis, subtractive synthesis, frequency modulation, and granular synthesis. (F, W). Exemptions and transfer credit are granted at the discretion of the program chair. Three hours per week. The course covers important technologies relevant to intelligent vehicle systems including systems architecture, in-vehicle electronic sensors, traffic modeling and simulation. EECS 398: SPECIAL TOPICS COURSES: All Current and Past Offerings. 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. 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. 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. A student gets a satisfactory grade if he/she attends at least two research seminars during the course period. Three lecture hours per week. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. 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. Properties of electronic materials. to CPS Security 3 Credit Hours, This course covers introductory topics in cyber-physical systems (CPSs) security. Special projects for laboratory or library investigation with the intent of developing initiative and resourcefulness. Students must maintain a cumulative GPA of 3.0 or higher in every semester. Rapid prototyping requires a good quality 3D CAD system. Students should select a minimum of 4 and a maximum of 6 credit hours of courses from other disciplines. ECE560 Modern Control Theory 3 Credit Hours. Design circuits such as switching circuits, power suppliers, amplifiers, oscillators, non-linear circuits. Locomotion will cover balance control, footstep planning, walking gait generation, joint space trajectory planning, and human motion tracking. Students admitted to the program are required to take courses as specified below. This degree program is available both on campus and online. Numeric representations and arithmetic concepts are discussed, which include fixed-point and floating-point representation of numbers, native data word width, and IEE-754 floating-point representation. Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Electrical Engineering, ECE583 Artificial Neural Networks 3 Credit Hours. Students will gain experience in terms of designing, simulating and implementing electronic circuits and systems. In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. Object of this course is to introduce current techniques in multimedia communications. EECS 330: Electromagnetics II. Three hours per week. 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). (F,YR), ECE5545 Sec. Clustering analysis and unsupervised learning. 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. University of Michigan-Dearborn alumnus with a Bachelor's in Electrical Engineering. It is a project oriented course, with hands-on assignments, group projects and an individual research component. Networks have emerged in a wide range of embedded applications (e.g. Algorithms and methods for video and audio processing and effects will be reviewed. Feature extraction and selection. 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. 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. All three courses may be taken from one specialization or a combination of any of the specializations. 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. Topics include ensemble techniques, multi-objective optimization, and intelligent agents. Three lecture hours per week. 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. Special topics on product testing, reliability assurance, accelerated reliability testing, product lifetime models, and automotive environments will also be addressed. ), Restriction(s): Can enroll if Class is GraduateCannot enroll if Major is Electrical Engineering, Computer Engineering, ECE512 Analog Filter Design 3 Credit Hours. Various solution approaches will be covered including statistical methods and neural network-based methods. Models and relevant parameters of display technologies (video and printer) will be discussed. Robot simulation technologies and tools will be introduced. The course will cover basic devices and applications in Electromagnetic waves. The goal of this course is to introduce protecting an electrical system from faults and other concerns in distribution system. Random Variables using probability density and distribution functions, functions of a random variable, and conditional and joint probabilities. This course provides students with hands-on experience through computer-based simulation projects. This course covers advanced technologies in power electronics with emphasis on hybrid vehicle and renewable applications. 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. Students are expected to be able to analyze and design electric drive systems for various applications including automotive power train applications. (W), ECE644 Advanced Robotics 3 Credit Hours, This course covers advanced topics related to current research in algorithms and artificial intelligence for robotics such as planning and control issues for robotic systems, taking into account the math and algorithms underneath state-of-the-art robotic systems. These embedded control networks differ from information technology (IT) networks in that the primary users are not humans, but sensors, actuators, and embedded processors. aerospace, maritime, vehicular, industrial) as an enabler of flexible and robust system design. ECE650 Info Theory in Elec Comm 3 Credit Hours. This course provides an introduction to multirate digital signal processing with application in different fields of engineering, with a focus on the presentation of the theoretical foundation for all aspects of multirate digital signal processing. Representative topics include: Intelligent systems design, training and evaluation, decision trees, Bayesian learning, reinforcement learning. Every electrical engineering school has its own distinct culture and strengths. EECS 334: Principles of Optics. 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. Design of real time systems. 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. Restriction(s): Can enroll if Major is Electrical Engineering, Computer Engineering, ECE552 Fuzzy Systems 3 Credit Hours. 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. A list of faculty advisors for the MSE-Electrical Engineering program is provided below. Required unless waived. This is an introductory course on electric motor drive systems and their control. A team-based term project may be required. These may include data structures, algorithm complexity, personal software development process, team software process, Six sigma, DFSS, software techniques, software engineering application, and software design. ECE5802 Multirate Sig Proc w/Appl 3 Credit Hours. PN junctions, bi-polar and field-effect transistors. 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. All projects must be undertaken with one or more students under the supervision of the instructor. Topics include cooperation, connectivity, navigation, localization, perception, and control. Integrated smart sensors and actuators. ECE587 Sel Top:Image Proc/Mach Vision 3 Credit Hours. Simulation techniques and software will be introduced. Three lecture hours per week. Application of the methodologies, tools and theory of software engineering to produce a specific validated software product. 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. Advanced Directed Studies for Doctoral Students: Special topic in electrical or computer engineering. 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. Phone: 313-593-5030. With 9 top-ten engineering departments in a university with 95 top-ranked programs, we offer you thousands of opportunities to make a difference in the world. Students will design and implement algorithms and simulate driver-highway interactions. Three lecture hours per week. Three lecture hours per week. The key engineering elements include microprocessor technology, electronics, sensors and actuators, data communication and interface, control algorithms, and mechanisms of machine elements. In terms of art and media, students will learn the basics of human perception, communication, and aesthetics. Students will be expected to read research papers and complete a project with actual robots, e.g., TurtleBots. 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. Students will be exposed to a broad range of topics including data collection, data processing, and data mining for electrical power systems. ECE590 Selected Topics 1 to 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. Enrollment in cognate courses may be dependent on prior authorization from both the non-ECE Department and the ECE department. Students cannot receive credit for both ECE4881 and ECE588. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Mechanical Engineering, Electrical Engineering, Industrial & Systems Engin, Computer & Information Science, Computer Engineering, ECE614 Ctrl Networks for Embedded Sys 3 Credit Hours. Three lecture hours per week. (F, W). VHDL and commercial CAD packages for VLSI design. Students in RE program must take this course in the first year. This academic equivalency allows U-M graduate engineering students to bypass taking the certification exam to become certified system engineers, a major benefit. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. Minimum Grade Requirement in addition to maintaining a minimum cumulative GPA of 3.0 or higher every semester: 1. Overall, an MS Degree in Electrical Engineering from the University of Michigan . Novi, MI. Classification of electromagnetic environments will also be discussed. Three lecture hours per week. Mechatronics, as an engineering discipline, is the synergistic combination of mechanical engineering, electrical engineering, control engineering, and computer science, all integrated through the design process. Three lecture hours per week. Failure mechanisms and interconnect lifetime prediction. Selected multimedia applications will be discussed and students will be required to work on a project related to multimedia applications such as advertising and marketing, education and training, entertainment, medicine, surveillance, wearable computing, biometrics, and remote sensing. Three lecture hours per week. 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. (W). Review of representative electronic devices and illustrative applications. Enrollment in cognate courses may be dependent on prior authorization from both the non-ECE Department and the ECE department. 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. General Curriculum Requirements and Sample Course Sequences Electrical Engineering Core Curriculum Chart 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 Three lecture hours per week. 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. Academic advising is primarily done by faculty advisors with expertise in the area and with the support of our knowledgeable graduate staff. 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. Sensing technologies including basic computer vision will be covered. UM-Dearborn's new Engineering Lab Building is open and it's definitely meeting expectations. 4901 Evergreen Road. Thus, the data sets, performance requirements, operational environment, and need for reliability and robustness necessitate a different approach to network design. Students will design and simulate systems encompassing important concepts presented in the course. 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. 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. In CECS, we are committed to excellence. Machine sensing and diagnostic systems. All supplemental items must be submitted for an exception to be considered. ECE528 Cloud Computing 3 Credit Hours. Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Computer Engineering, Electrical Engineering, Computer & Information Science, ECE582 Intro to Statistical DSP 3 Credit Hours. Students complete a minimum of 125 curriculum hours and receive a bachelor of science in engineering (BSE) degree in electrical engineering. Mathematical models of physical instruments will be introduced. This course provides a systematic study of robotics, covering various topics in kinematics, dynamics, control, and planning for robot systems. 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. Complete ECE 505 and ECE 510 as directed by the ECE Department if undergraduate degree is not in Electrical Engineering/Computer Engineering disciplines. Electrical engineering is a dynamic and progressive branch of the engineering profession which has pioneered the development of the modern science-oriented engineering curriculum. ECE585 Pattern Recognition 3 Credit Hours. 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 course is intended to expose students to fundamentals of security primitives specific to CPSs and to apply them to a broad range of current and future security challenges that such systems are facing. Electrical engineers working the field of semiconductor and component manufacturing earned a median salary or $94,990; engineers specializing in navigational, measuring, electromedical, and control instruments manufacturing Earned $91,810. The course objectives are to familiarize the students with the basic concepts of electromechanical energy conversion and electric drive systems. An oral presentation and a final report on the research effort are required for completion. Eng.) The electrical engineering program prepares a student to select from a broad range of career possibilities in design, development, manufacturing, sales, administration, and research. Manipulation will include grasping, optimal planning, and dynamic manipulation. A study of data communications and network architecture fundamentals. ECE575 Computer Architecture 3 Credit Hours. Bachelor's degree in Electrical and/or Computer Engineering with an overall GPA of 3.0 or higher. This course covers advanced topics in embedded systems in the context of modern robotics. 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. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or, ECE584 Speech Processes 3 Credit Hours. 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. It is important that engineers are acquainted with fundamental tools and strategies for designing and building such networks. II. Finally, the requirements of EDV and renewable energy application examples will be explained. ECE574 Adv Sftwr Technq in Eng Appl 3 Credit Hours. Semiconductors. Three lecture hours per week. This course cannot be taken with ECE500. Much of the course aims to cover existing sensing modalities, e.g., LIDAR, Radar, Ultrasonic, Camera, Microphone, etc. It will include ignition systems and controls, amplifiers, frequency characteristics of electronic circuits, feedback in electronic systems and stability, power electronics and motor drive controls (DC/DC and DC/AC converters) and EMC issues. 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