Students cannot receive credit for both ECE4881 and ECE588. Channel models, signal generation and reception are explored. 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. Topics include a survey of embedded software Projects can be faculty-generated, self-generated, and/or work related. It is a research-oriented course including a research literature survey, a final project implementing a state-of-the-art algorithm or system, and a set of hands-on assignments that cover modern tools and real-time embedded systems development frameworks such as the Robot Operating System. ECE571 Switching Theory 3 Credit Hours. A final research course project is required. ECE661 Sys Ident and Adaptive Control 3 Credit Hours. (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. Permission of instructor required. The course has three lecture hours per week. The course will focus on intelligent systems in solving complex problems. Nonlinearities in control systems; phase plane analysis; isoclines, equilibrium points, limit cycles, optimum systems; heuristic methods; harmonic balance, describing function, frequency response and jump phenomena, oscillations in relay systems; state space; optimum relay controls; stability; Liapunov's method. It will provide threat modeling and risk assessment methods employed when developing security solutions for active and passive sensors. Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). Three lecture hours per week. Three lecture hours per week. (F). Reliability & Fault Tolerance. Previous undergraduate or graduate coursework deemed substantially similar to MSE core courses may qualify to exempt students from those core courses. Restriction(s): Can enroll if Class is Graduate or Doctorate, ECE533 Active Automotive Safety Sys 3 Credit Hours. The course has substantial computer simulation and research project components. Algorithms and methods for video and audio processing and effects will be reviewed. The D.Eng. ECE665 Optimal Control Systems 3 Credit Hours. Introduction to stochastic processes; stationarity, ergodicity; auto correlation and cross correlation, linear systems with random inputs, spectral analysis, Wiener filtering, Kalman filtering. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Rackham or Graduate, ECE525 Multimedia Data Stor & Retr 3 Credit Hours. Students admitted to the program are required to take courses as specified below. Finally, a cumulative GPA of 3.0 or higher is required, in order to be eligible to receive the MSE (EE) degree. A final course project is required. (YR), ECE5541 Embedded Networks 3 Credit Hours. Three lecture hours per week. All three courses may be taken from one specialization or a combination of any of the specializations. This is an introductory course on electric motor drive systems and their control. Introduction to the fundamental concepts of data mining including data exploration, pre-and post-processing, OLAP, predictive modeling, association analysis, and clustering. Project oriented course. This course will give students an introduction to power and energy management systems. The course will cover computer simulations of various neural network models and simulations. The course will cover basic devices and applications in Electromagnetic waves. In terms of business, students will learn how to identify customer needs and think like an entrepreneur. A project report and a seminar are required. Three lecture hours per week. The course will develop fundamental understandings for the behavior of these devices. Part of the coursework involves a project concerning the analysis and design of a multimedia-based system. Dearborn, MI 48128. Simulation techniques and software will be introduced. 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. ), Restriction(s): Can enroll if Class is GraduateCannot enroll if Major is Electrical Engineering, Computer Engineering, ECE512 Analog Filter Design 3 Credit Hours. A project is required. Introduction to pattern recognition (PR) as a process of data analysis. UM-Dearborn launches D.Eng. Enrollment in cognate courses may be dependent on prior authorization from both the non-ECE Department and the ECE department. An ability to use modern engineering software, processes, devices, and diagnostic tools for advanced engineering design and development. 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. ECE5752 Reconfigurable Computing 3 Credit Hours. Possible areas include medical imaging, advanced concepts in morphology, stereovision, shape form shading, and active vision. 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. 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 may be placed on probation, if their cumulative GPA falls below 3.0. This course covers advanced technologies in power electronics with emphasis on hybrid vehicle and renewable applications. Self guided lab assignments. Nuclear Engineering & Radiological Sciences. 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. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. Linear Algebra using eigen expansions, polynomial functions and matrices and determinants. 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 For a complete list of ECE courses please view the Course Descriptions later in this Catalog. (3 credits), and any one ECE course at the graduate level. Students are expected to have knowledge of high-level programming language and will be required to accomplish a course project. Students seeking transfer credit must abide by the criteria for transferring credit for masters programs as outlined on the Request for Graduate Transfer Credit application and in accordance with the campuss Transfer Credit Policy. Undergraduate Electrical Engineering Student at the University of Michigan-Dearborn | Learn more about Hussein Hazime's work experience, education, connections & more by visiting their profile on . The online students have the opportunity to interact with the instructors and with fellow students (both on campus as well as online) through CANVAS. Three lecture hours per week. View on Map. Our excellence and impact comes through in the work of our two divisions. Advanced techniques and uses in operating system design. Prior to enrollment, a project proposal must be prepared and approved by the instructor and department chair. Information engineering applications will be discussed. ECE515 Vehicle Electronics II 3 Credit Hours. Formal models of operating systems. 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. Three lecture hours per week. Failure mechanisms and interconnect lifetime prediction. ECE565 Digital Control Systems 3 Credit Hours. Three lecture hours per week. The basic limitations and alternatives for communications signaling are studied, using appropriate mathematical tools. University of Michigan-Dearborn alumnus with a Bachelor's in Electrical Engineering. Electrical & Computer Engineering at Michigan Electrical and Computer Engineering (ECE) PEOPLE POWERING INNOVATION Events FEB 27 MICL Seminar "Energy Efficient Circuits Beyond what have been believed as the Fundamental Limits: Power Converter, Analog Interface and Frequency Generation" 11:00am - 12:00pm in 1200 EECS Building FEB 28 Three lecture hours per week. Additional cognate options may be approved by the ECE department. ECE570 Computer Networks 3 Credit Hours. (W). Office of the Provost. 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. | Learn more . Three lecture hours per week. 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! Object of this course is to introduce current techniques information security in general and multimedia security in particular. 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. Students will work with various tools and techniques used by attackers to compromise active as well as passive sensors. Selected examples include applications such as voltage regulators and battery chargers. Discussion of design practices used in large installation, including component segregation, cable routing, connectors, grounding, shielding, common impedance coupling, ground planes, screening and suppression. Sensing technologies including basic computer vision will be covered. In addition, students must maintain a cumulative GPA of 3.0 or higher in every semester. Students will gain understanding of the language, formalism, and methods of pattern recognition. (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. It is also concerned with the flow of electricity in the human body and with the transmission of signals between planets. . 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). Example topics include DC, induction, synchronous and reluctance drives; industrial and residential application of power electronics; practical aspects of design of power electronics devices including heat sink and magnetic components designs. In depth study of advanced technologies in computer networks and wireless communications. 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. The majority of these techniques are heavily based on probabilistic reasoning and optimization-two areas with wide applicability in intelligent robotic systems. This course is designed to provide a broad overview of the engineering, art, and business of developing multimedia systems. Advanced Directed Studies for Doctoral Students: Special topic in electrical or computer engineering. Estimation and learning. The course will cover topics such as electrified powertrain configurations. Finally, the requirements of EDV and renewable energy application examples will be explained. EECS 373: Introduction to Embedded System Design ( video overview) EECS 381: Object-Oriented and Advanced Programming. State-identification and fault-detection experiments. ECE5462 Elec Aspects of Hybrid Vehicle 3 Credit Hours. Impact of modern materials on commercial product performance; representative illustrations from product areas such as automotive vehicles, commercial aircraft, recreational equipment, and electronic products. Three lecture hours per week. Various solution approaches will be covered including statistical methods and neural network-based methods. This course aims to cover attack surfaces, threat modeling and attack vector executions for commonly used sensors and develop countermeasures to defend against them. 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 GraduateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Software Engineering, Electrical Engineering, Computer & Information Science, Computer Engineering, ECE577 Engineering in Virtual World 3 Credit Hours. 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). Modeling and simulation will also be covered. An oral presentation and a final report on the research effort are required for completion. ECE5770 Autonomous UAS 3 Credit Hours, This course will introduce the basic concepts of autonomous unmanned aerial systems. 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. Topics relating to Software Development for engineering applications will be discussed. A Master of Science Degree helps students become creative and independent researchers. For additional academic information please contact the ECE office. Supercomputers. Students will learn about electrical and computer engineering design, computer systems, and computer networking. 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. 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. Logic design and testing of VLSI circuits. Students will get an overview of various mobile operating systems and will learn how to develop software for mobile devices. Parallel and non-Von Neumann architectures. 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