For a complete list of ECE courses please view the Course Descriptions later in this Catalog. Using interactive graphics in process system design. A study of data communications and network architecture fundamentals. It is a project oriented course, with hands-on assignments, group projects and an individual research component. Core Courses (Select 3 courses from the following), Specialization Courses (Select 3 courses from the following lists). View on Map. ECE535 Mob Dev & Ubiqys Comp Sys 3 Credit Hours. In consultation with a faculty advisor a student will prepare a proposal describing the work to be performed for approval by the department. Three lecture hours per week. 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. Principles and characteristics of embedded micro-processors: processor/device interfaces; time critical I/O handling; data communications in embedded environments. 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. Topics include: Transform Techniques using Fourier series, Fourier transforms, Laplace transforms and Sampling Theorem. & Sys. Dynamic models of sensors and actuators. 1080 - Administration Building. Students will be expected to read research papers and complete a project with actual robots, e.g., TurtleBots. 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. Embedded specification and design techniques. Advanced techniques and uses in operating system design. . Introduction to stochastic processes; stationarity, ergodicity; auto correlation and cross correlation, linear systems with random inputs, spectral analysis, Wiener filtering, Kalman filtering. An approved course exemption does not reduce the total number of credit hours needed to satisfy program requirements. 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. A team-based term project may be required. The course objectives are to familiarize the students with the basic concepts of electromechanical energy conversion and electric drive systems. Object of this course is to introduce current techniques information security in general and multimedia security in particular. (F,W,S), ECE980 Pre-Cand Dissertation Research 1 to 9 Credit Hours, Full Title: Pre-Candidate Dissertation Research Orcid identifier 0000-0001-6591-8515. Much of the course aims to cover existing sensing modalities, e.g., LIDAR, Radar, Ultrasonic, Camera, Microphone, etc. 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. 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. Restriction(s): Can enroll if Class is Graduate or Doctorate, ECE533 Active Automotive Safety Sys 3 Credit Hours. Associate Professor. Mathematical models of physical instruments will be introduced. Prerequisite(s): (ECE570 and ECE5701) or CIS 627, ECE675 Computer Architecture II 3 Credit Hours. Classification of electromagnetic environments will also be discussed. Formal models of operating systems. 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. ECE5831 Pat Rec & Neural Netwks 3 Credit Hours. architectures, real-time principles and concerns, sensor and actuator interfacing, PIO feedback Topics include cyberspaces, techniques for generating virtual worlds in engineering applications, building blocks of virtual environments including hardware and software. (F). Team oriented course project to provide hands-on experience may be required. Estimation and learning. Including their publications, grants and teaching activities. Additional cognate options may be approved by the ECE department. Three lecture hours per week. 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. 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. The topics covered in this course include DC machines, permanent magnet AC machines, induction machines, and switched reluctance motors and drives. Three lecture hours per week. The following are suggested specializations. ECE530 Energy Storage Systems 3 Credit Hours. Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). This course aims to cover attack surfaces, threat modeling and attack vector executions for commonly used sensors and develop countermeasures to defend against them. The course will focus on vehicular communications and networking, autonomous vehicles and intelligent transportation systems, robotics networks, and smart grids. This course will cover existing information hiding techniques such as digital watermarking, steganography, and fingerprinting. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. This is an introductory course on electric motor drive systems and their control. Students cannot take both ECE428 and ECE528 for degree credit. Students may be placed on probation, if their cumulative GPA falls below 3.0. Various solution approaches will be covered including statistical methods and neural network-based methods. 4901 Evergreen Road. Finally, a cumulative GPA of 3.0 or higher is required, in order to be eligible to receive the MSE (EE) degree. ECE567 Nonlinear Control Systems 3 Credit Hours. 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. This course gives in depth study in advanced technologies in the electrified vehicle powertrain. Exempted courses must be replaced with ECE courses from within the degree program. Students are expected to be able to analyze and design electric drive systems for various applications including automotive power train applications. 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. Review semiconductor circuit elements in detail to model devices for circuit analysis. 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. Applications to smoothing, parameters estimation, prediction, system identification. 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. Some automotive EE applications are used for case study. (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 (3 credits), and any one ECE course at the graduate level. Feature extraction and selection. This courses introduces basic components of robotic systems, selection of coordinate frames, homogeneous transformations, solutions to kinematics of manipulators, velocity and force/torque relations, dynamic equations using Euler-Lagrange formulation, obstacle avoidance and motion planning, classical controllers for manipulators and controller design using torque method, and robot simulation tools. | Learn more . 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. Jobs: Most of the recruiters coming to Michigan are looking for electrical engineers, and are willing to pay them among the highest salaries. UM Dearborn is a moderately-sized public university located in the midsize city of Dearborn. Battery management, battery charging, and battery safety will be covered. Three lecture hours per week. Three lecture hours per week. It is important that engineers are acquainted with fundamental tools and strategies for designing and building such networks. Detroit, Michigan, United States. 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. Review of representative electronic devices and illustrative applications. Finally, students will work on related applications employing digital signal processors such as speech processing, instrumentation, and image processing. Bayesian decision theory, discriminant functions and supervised learning. 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. The basic limitations and alternatives for communications signaling are studied, using appropriate mathematical tools. 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. Study of automotive sensory requirements; types of sensors; available sensors and future needs. 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. Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). 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. All three courses may be taken from one specialization or a combination of any of the specializations. These embedded control networks differ from information technology (IT) networks in that the primary users are not humans, but sensors, actuators, and embedded processors. These are partial lists and will be expanded and updated from time to time. Measurement, control, computation, communication, energy conversion in these and other technical areas, provide students an excellent preparation for positions of leadership in a world where science, engineering, and human relations are of basic importance in improving the quality of life. 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 The course will focus on intelligent systems in solving complex problems. (W). Permission of instructor required. Students will work with various tools and techniques used by attackers to compromise active as well as passive sensors. The course will cover basic devices and applications in Electromagnetic waves. The course will cover computer simulations of various neural network models and simulations. Layered techniques in operating systems. 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. (F,YR), ECE5545 Sec. 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. 3135935498 (Work) . (Tag: Theory), b) an ability to use modern engineering software, processes, devices, and diagnostic tools for advanced engineering design and development. Examples involving various types of applications (automotive, communications, computers) will be discussed. Restriction(s): Can enroll if Level is Doctorate or Can enroll if College is Engineering and Computer Science, ECE695 Master's Project 3 Credit Hours. Students will get an overview of various mobile operating systems and will learn how to develop software for mobile devices. II. Three lecture hours per week. In terms of technical and engineering issues, students will learn basic data analysis techniques and computer programming tools. Electrical engineering is one of the broadest of all engineering degrees - allowing students to move into virtually any area of their choosing. Three lecture hours per week. Impact of modern materials on commercial product performance; representative illustrations from product areas such as automotive vehicles, commercial aircraft, recreational equipment, and electronic products. Case studies and applications. ECE5121 Mod & Des of Electrnic Cir&Sys 3 Credit Hours. 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. 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 Pipelining, vector processing, and array processing techniques. Students admitted to the program are required to take courses as specified below. 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. 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. ECE566 Mechatronics 3 Credit Hours. ECE620 Sensor Security and Data Integrity Validation 3 Credit Hours. The ECE Department offers an evening program of 30 credit hours, leading to the degree of Master of Science in Engineering (Electrical Engineering). Topics relevant to the design and analysis of VLSI circuits are investigated. 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.) This is a project-based class. 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. (F), Restriction(s): Can enroll if College is Engineering and Computer Science, ECE502 Electromag Theory & Simul 3 Credit Hours. (F), ECE 532 Auto Sensors and Actuators (F 08), ECE 533 Active Automotive Safety Systems (SS 09). This course introduces important theory and modern technology in robot vision. ECE588 Robot Vision 3 Credit Hours. Office of the Provost. 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. The University of Michigan is open to prospective students from all walks of life, and we're glad you're considering us. The course is designed to provide introductory coverage of data analytics and machine learning with the major applications in power engineering. This course addresses the analysis and design of discrete time signals and systems. My role was to transmit and maintain all Engineering communication to . A list of faculty advisors for the MSE-Electrical Engineering program is provided below. 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. The course covers important technologies relevant to intelligent vehicle systems including systems architecture, in-vehicle electronic sensors, traffic modeling and simulation. Prerequisite(s): ECE478 or CIS450 or IMSE450, ECE579 Intelligent Systems 3 Credit Hours. 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). Students will apply software tools to analyze, design and simulate multirate digital signal processing systems. 3135935498 (Work) xuanzhou@umich.edu. The course has three lecture hours per week. Integrated smart sensors and actuators. Models and relevant parameters of display technologies (video and printer) will be discussed. 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. programs. Control will include the classic PID control, position and force control, and trajectory tracking. Students will analyze and design filters. Take any two Additional ECE courses at the graduate level. Various hardware and software aspects will be introduces, with particular emphasis on the constraints intrinsic to such system. Introduction to interactive techniques in PR. 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. A term project may be required. Industrial and Manufacturing Systems Engineering (IMSE), ECE 500 Mathematical Methods in EE and CE (Required unless waived. 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. The curriculum covers analog and digital circuits, microprocessors, power systems, electrical components and how these are incorporated into sensors, actuators and computer systems. 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. 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. 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. The course will develop fundamental understandings for the behavior of these devices. (YR), ECE5541 Embedded Networks 3 Credit Hours. A cumulative GPA of 3.0 or higher is required in order to be eligible to receive the MSE (EE) degree. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. UM-Dearborn's new Engineering Lab Building is open and it's definitely meeting expectations. Must be taken 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. 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. Three lecture hours per week. Kinematics will include forward and inverse kinematics and their analytical and constraints. Students must maintain a cumulative GPA of 3.0 or higher in every semester. The D.Eng. Standard software engineering documents must be prepared and approved at each phase of the project, and an oral presentation of the project is required. Students cannot take both ECE415 and ECE5425 for degree credit. 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. Discussion of design practices used in large installation, including component segregation, cable routing, connectors, grounding, shielding, common impedance coupling, ground planes, screening and suppression. ECE580 Digital Signal Processing 3 Credit Hours. *An asterisk denotes that a course may be taken concurrently. Topics include signals and data transmission, modulation, encoding, and public carriers and network architectures; data link network layer, and transport layer protocols; case studies of existing and emerging networks; wireless, embedded, and conventional wired systems. The study of intelligent vehicle systems includes system architectures, sensors, and algorithms. Three lectures hours per week. 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. Study of functions and types of actuators in automotive systems. agencies across the state. Students will design and simulate systems encompassing important concepts presented in the course. The course addresses enabling technologies relevant to active automotive safety systems. Possible applications covered include speech synthesis, speech coding and speech recognition. 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. Three lecture hours per week. A final research course project is required. View the University of Michigan profile of Xuan Zhou. Three lecture hours per week. Making a world of difference. 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. VHDL and commercial CAD packages for VLSI design. The goal of this course is to provide a comprehensive understanding of the challenges, issues, solutions, and state-of-the-art research and best practices pertaining to the cyber-security of the modern power grids, also known as "smart power grids". Lab building is open and it & # x27 ; s new Engineering building. Learn how to develop software for mobile devices a complete list of ECE courses the... Group projects and an individual research component certified system engineers, a major benefit embedded:. Will learn how to develop software for mobile devices to model devices for circuit analysis information hiding such... A study of functions and types of sensors ; available sensors and future needs with various tools strategies. 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