Prerequisite(s): (ECE570 and ECE5701) or CIS 627, ECE675 Computer Architecture II 3 Credit Hours. Electrical engineering is a dynamic and progressive branch of the engineering profession which has pioneered the development of the modern science-oriented engineering curriculum. 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. A student gets a satisfactory grade if he/she attends at least two research seminars during the course period. Students in RE program must take this course in the first year. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Computer & Information Science, Computer Engineering, Software Engineering, Industrial & Systems Engin, Mechanical Engineering, Automotive Systems Engineering, Electrical Engineering, ECE5422 Grid Protection 3 Credit Hours. Review of representative electronic devices and illustrative applications. Modeling and simulation will also be covered. 2. Selected examples include applications such as voltage regulators and battery chargers. Semiconductors. Electrical Engineering. (F,YR), ECE5545 Sec. The goal of this course is to introduce protecting an electrical system from faults and other concerns in distribution system. Current trends in operating system design. Three lecture hours per week. Topics include cyberspaces, techniques for generating virtual worlds in engineering applications, building blocks of virtual environments including hardware and software. Embedded specification and design techniques. Finally, a cumulative GPA of 3.0 or higher is required, in order to be eligible to receive the MSE (EE) degree. ECE5770 Autonomous UAS 3 Credit Hours, This course will introduce the basic concepts of autonomous unmanned aerial systems. Study of functions and types of actuators in automotive systems. ECE560 Modern Control Theory 3 Credit Hours. Students with inadequate background in Electrical/Computer Engineering may be required to meet with the department graduate advisor to determine the need for preparatory courses. Three lecture hours per week. Due to this, the school was ranked #32 in popularity out of all colleges and universities that offer this degree. Various sound synthesis strategies will be introduced: wave tables, additive synthesis, subtractive synthesis, frequency modulation, and granular synthesis. To introduce fundamental concepts and specifications of electric and hybrid vehicles; vehicle design fundamentals; motors for electric vehicles; controllers and power electronics; energy sources; engineering impact of electric vehicles and practical design considerations. Operating systems for parallel architectures. . 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. Three lecture hours per week. ECE530 Energy Storage Systems 3 Credit Hours. Making a world of difference. Prior to enrollment, a project proposal must be prepared and approved by the instructor and department chair. 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. Linear Algebra using eigen expansions, polynomial functions and matrices and determinants. EECS 373: Introduction to Embedded System Design ( video overview) EECS 381: Object-Oriented and Advanced Programming. Three lecture hours per week. 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. Three lecture hours per week. ECE589 Multidimen Digital Signal Proc 3 Credit Hours. The electrical engineering program prepares a student to select from a broad range of career possibilities in design, development, manufacturing, sales, administration, and research. Department of Electrical and Computer Engineering University of Michigan-Dearborn, 4901 Evergreen Road Room 2050 IAVS, Dearborn, MI 48128-2406 Tel: 313-593-5420 E-mail: umd-ecegrad@umich.edu, ECE500 Math Mthds for Elec & Comp Eng 3 Credit Hours. Students will gain experience in terms of designing, simulating and implementing electronic circuits and systems. Students should select a minimum of 4 and a maximum of 6 credit hours of courses from other disciplines. Three lecture hours per week. UM Dearborn is a moderately-sized public university located in the midsize city of Dearborn. Algorithms and methods for video and audio processing and effects will be reviewed. Advisory prerequisite: Basic understanding of power systems and machine learning. 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. Cloud computing represents the emerging Internet-based services/platforms with elastic and scalable computation powers operating at costs associated with service. Basic concepts of digital video will be reviewed, such as resolution and compression standards. 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. & Sys. ECE5802 Multirate Sig Proc w/Appl 3 Credit Hours. Advanced data communications, sensor motes, systems architecture and design, wireless communications standards and protocols, routing, security, operating systems, language support, and applications. ECE565 Digital Control Systems 3 Credit Hours. ECE527 Multimedia Secur & Forensics 3 Credit Hours. Advances in computer architecture. 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). This course will cover existing information hiding techniques such as digital watermarking, steganography, and fingerprinting. The course will focus on intelligent systems in solving complex problems. (3 credits), and any one ECE course at the graduate level. 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. ECE5121 Mod & Des of Electrnic Cir&Sys 3 Credit Hours. In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. For additional academic information please contact the ECE office. It is also concerned with the flow of electricity in the human body and with the transmission of signals between planets. Examples of current protocols and architectures of wireless data and voice networks are studied. Sensing technologies including basic computer vision will be covered. A high level-overview of different types of mobile robots is presented first. 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 basic introduction to modern wireless communication principles and architectures. ECE576 Information Engineering 3 Credit Hours. Coverage of the next generation of active automotive safety systems including intelligent cruise control, lane departure warning, virtual camber, and back-up and blind spot warning systems. Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). Core Courses (Select 3 courses from the following), Specialization Courses (Select 3 courses from the following lists). A project is required. Restriction(s): Can enroll if Class is Graduate or DoctorateCan enroll if Level is Doctorate or Rackham or Graduate or Cannot enroll if Major is, ECE532 Auto Sensors and Actuators 3 Credit Hours. Students must maintain a cumulative GPA of 3.0 or higher in every semester. To introduce fundamental concepts and the electrical aspects of HEV, including the design, control, modeling, battery and other energy storage devices, and electric propulsion systems. This course will give students an introduction to power electronics technology, such as converter analysis and design. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Computer Engineering, Electrical Engineering, Software Engineering, Industrial & Systems Engin, Information Sys Engineering, Mechanical Engineering, Automotive Systems Engineering, Engineering Management, ECE581 Arch for Digital Signal Proc 3 Credit Hours. Simulating machine and process operations. (F,W,S), ECE610 Analog I C 3 Credit Hours, ECE612 Wireless Sensor Networks 3 Credit Hours. The course will cover the sources of energy including coal, nuclear, solar, wind; their impact on the climate; and their technological characteristics in terms of availability, cost and reliability. 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. Various hardware and software aspects will be introduces, with particular emphasis on the constraints intrinsic to such system. In depth study of the principles, algorithms, techniques, protocols and applications of embedded security, including secure software development, light weight cryptographic algorithms, information security protocols for embedded applications, tamper detection, automotive security, embedded network transactions, and other emerging embedded applications in the areas of loT and cyber-physical systems will be covered. Restriction(s): Cannot enroll if Class is Can enroll if Level is Graduate or DoctorateCannot enroll if Major is, ECE529 Intro to Computer Music 3 Credit Hours. Dearborn, MI 48128. 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. 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. (F). Three lecture hours per week. Complete ECE 505 and ECE 510 as directed by the ECE Department if undergraduate degree is not in Electrical Engineering/Computer Engineering disciplines. ECE5702 High-Speed and Adv Networks 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. Three lecture hours per week. 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. Devices include diodes, bipolar junction transistors, MOSFETs and operational amplifiers. Take any two Additional ECE courses at the graduate level. ECE681 Adv Digital Sig Processing 3 Credit Hours. Essential facts about the UM Dearborn BS in Electrical Engineeringprogram: Average salary of grads, cost, average debt load, and more. This course discusses advanced topics in electronics with an emphasis on vehicle applications. 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. (F), ECE 532 Auto Sensors and Actuators (F 08), ECE 533 Active Automotive Safety Systems (SS 09). Three hours per week. I managed the PLM software (Obbligato III) on-site for our US operations. Lecture and assignment topics include embedded software architectures and modular software frameworks for robotics, modern computer hardware, robot perception and embedded image processing, automatic code generation from higher level modeling languages (such as MATLAB and Simulink), deployment considerations, as well as other selected advanced topics. Ann Arbor, MI 48109-2102 +1 (734) 647-7000 . Review of discrete-time signals and systems, introduction of discrete-time random signals and variables, linear signal models, nonparametric power spectrum estimation, least-squares filtering and prediction, signal modeling and parametric spectral estimation, selected topics. All three courses may be taken from one specialization or a combination of any of the specializations. We've pulled together some statistics and other details to help you see how the EE program at University of Michigan - Dearborn stacks up to those at other schools.. UM Dearborn is located in Dearborn, Michigan and approximately 8,783 students attend the school each year. Topics include cooperation, connectivity, navigation, localization, perception, and control. Exemptions and transfer credit are granted at the discretion of the program chair. This course aims to cover attack surfaces, threat modeling and attack vector executions for commonly used sensors and develop countermeasures to defend against them. In depth study of advanced technologies in computer networks and wireless communications. 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. This is a project-based class. (F), Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Graduate or or DoctorateCan enroll if College is Engineering and Computer Science, ECE545 Intro Robot Syst 3 Credit Hours, Full Title: Introduction to Robotic Systems (Tag: Tools). Students are expected to have knowledge of high-level programming language and will be required to accomplish a research-related course project. 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. 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. control systems, Audio/time-series filtering (F IR and llR filters), embedded image processing, 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. Dissertation work by a pre-candidate student in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. 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. Students cannot take both ECE415 and ECE5425 for degree credit. ECE590 Selected Topics 1 to 3 Credit Hours. Using interactive graphics in process system design. A team-based term project may be required. Fundamentally, electrical engineering deals with the controlled application of electricity to the solution of real problems. 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. Students desiring admission to the program must have earned a Bachelor's degree in Electrical and/or Computer Engineering with an overall GPA of 3.0 or higher. This course provides students with hands-on experience through computer-based simulation projects. Overall, an MS Degree in Electrical Engineering from the University of Michigan . Integrated circuit processing, bonding and packaging. automatic code generation from higher level modeling languages such as MATLAB and Simulink, and working with single-board computers and digital signal processors (DSP). However, students will be expected to generalize the concepts for other CPSs. 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. Logic design and testing of VLSI circuits. Three lecture hours per week. (F, W). 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. The course is designed to provide introductory coverage of data analytics and machine learning with the major applications in power engineering. Three lecture hours per week. Students will gain understanding of the language, formalism, and methods of pattern recognition. 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. Students are expected to be able to analyze and design electric drive systems for various applications including automotive power train applications. Three lecture hours per week. The course has substantial computer simulation and research project components. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. Bayesian decision theory, discriminant functions and supervised learning. Classification of electromagnetic environments will also be discussed. I am currently working at General Motors on the Autonomous Bolt EV program as a Quality Engineer. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Rackham or Graduate, ECE525 Multimedia Data Stor & Retr 3 Credit Hours. The program may be completed entirely on campus, entirely online, or through a combination of on-campus and online courses. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if College is Engineering and Computer Science, ECE5421 Grid Communication and System 3 Credit Hours. Part of the coursework involves a project concerning the analysis and design of a multimedia-based system. Part of the coursework involves a project concerning the analysis and design of a multimedia-based system. Mathematical models of physical instruments will be introduced. A special topics course providing an in-depth examination of one or several areas in image processing and/or machine vision. Eng.) Students will learn how to mathematically pose various pattern recognition problems and analytically derive some well-known statistical results and learning rules. State-identification and fault-detection experiments. Three hours per week. Review semiconductor circuit elements in detail to model devices for circuit analysis. 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. The ECE Department offers an evening program of 30 credit hours, leading to the degree of Master of Science in Engineering (Electrical Engineering). Application of the methodologies, tools and theory of software engineering to produce a specific validated software product. The course is to introduce a design methodology in an integrated system environment through case studies and design projects. 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 Students are expected to have knowledge of MATLAB or C/C++ programming and will be required to accomplish a course-related project. Three lecture hours per week. Students will be exposed to a broad range of topics including data collection, data processing, and data mining for electrical power systems. Three hours per week. In terms of business, students will learn how to identify customer needs and think like an entrepreneur. ECE507 Intro to Multimedia Sys 3 Credit Hours. Computer control of machines and processes. 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 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. Topics may be chosen from any of the areas of electrical engineering. Required unless waived. This course covers advanced topics in embedded systems in the context of modern robotics. 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 Three lecture hours per week. 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. Multi-tasking. An approved course exemption does not reduce the total number of credit hours needed to satisfy program requirements. Finally, the requirements of EDV and renewable energy application examples will be explained. It is important that engineers are acquainted with fundamental tools and strategies for designing and building such networks. This university ranks 17th out of 57 schools for overall quality in the state of Michigan. 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