Three lectures hours per week. The course will be organized as a combination of conventional lectures, workshops-style discussion, and design review sessions. Students are expected to have knowledge of MATLAB or C/C++ programming and will be required to accomplish a course-related project. 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. Design of real time systems. Control will include the classic PID control, position and force control, and trajectory tracking. 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. The D.Eng. 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. Required unless waived. Three lecture hours per week. Students cannot take both ECE415 and ECE5425 for degree credit. Object of this course is to introduce current techniques information security in general and multimedia security in particular. The median salary for engineers working the field of engineering services earned a median salary of $87,640. Random Variables using probability density and distribution functions, functions of a random variable, and conditional and joint probabilities. Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Software Engineering, Electrical Engineering, Computer & Information Science, Computer Engineering, ECE5251 MM Design Tools I 3 Credit Hours. 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. 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. 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. (W). Topics relating to Software Development for engineering applications will be discussed. 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. Performance Analysis. Topics include multidimensional signal analysis methodologies, signal representation, 2-D FIR filter, 2-D recursive systems and IIR filters, spectral estimation and methods, multidimensional signal restoration applications in 2-D and 3-D image processing, reconstruction, and feature estimation. Students will be exposed to advanced system design methods, modeling, simulation, and system verification and evaluation. Three lecture hours per week. Basic concepts, algorithms, and standards will be covered for systems that process digital images, vector graphics, and text. 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. Students will apply software tools to analyze, design and simulate multirate digital signal processing systems. 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). Similarity and dissimilarity measures in feature space. & Privacy for Smart Grids 3 Credit Hours, Full Course Title: Security and Privacy for Smart Grids (F,W,S). 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. All projects must be undertaken with one or more students under the supervision of the instructor. A project report and a seminar are required. 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. The course has substantial computer simulation and research project components. Computer control of machines and processes. Industrial and Manufacturing Systems Engineering (IMSE). Sensing technologies including basic computer vision will be covered. Overall, an MS Degree in Electrical Engineering from the University of Michigan . A project will be required. (F, W). ECE5462 Elec Aspects of Hybrid Vehicle 3 Credit Hours. Some automotive EE applications are used for case study. 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. *An asterisk denotes that a course may be taken concurrently. 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". This course provides students with hands-on experience through computer-based simulation projects. (AY). Topics relevant to the design and analysis of VLSI circuits are investigated. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Rackham or Graduate, ECE525 Multimedia Data Stor & Retr 3 Credit Hours. The basics of digital audio will be covered, including sampling, quantization, and compression standards. Three lecture hours per week. Course includes lectures and case studies. Projects can be faculty-generated, self-generated, and/or work related. Students are expected to have knowledge of high-level programming language and will be required to accomplish a course project. 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. Additional cognate options may be approved by the ECE department. It is important that engineers are acquainted with fundamental tools and strategies for designing and building such networks. Dearborn, MI 48128. 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. In consultation with a faculty advisor a student will prepare a proposal describing the work to be performed for approval by the department. It covers vehicle dynamics, energy sources, electric propulsion systems, regenerative braking, parallel and series HEV design, practical design considerations, and specifications of hybrid vehicles. Novi, MI. Introduction to the fundamental concepts of data mining including data exploration, pre-and post-processing, OLAP, predictive modeling, association analysis, and clustering. Nuclear Engineering & Radiological Sciences. University of Michigan-Dearborn alumnus with a Bachelor's in Electrical Engineering. Three lecture hours per week. This course will introduce students to methods and technologies of computer music. This course covers the EMC requirements and EMC test methods for large systems. ECE571 Switching Theory 3 Credit Hours. This includes such things as motors, transistors, integrated circuits, and lasers as well as larger physical systems for which these are components: electrical power generating and distribution systems, communication networks, and computers. (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 Deterministic and nondeterministic finite state machine identification. Exemptions and transfer credit are granted at the discretion of the program chair. This course will introduce students to multimedia design tools for dynamic media (video and audio). In addition, the student will learn how to perform computer simulations of various statistical and neural network models, and learn how to select appropriate model parameters, such as network architecture, hidden layer size, and learning rate. Review semiconductor circuit elements in detail to model devices for circuit analysis. Advanced data communications, sensor motes, systems architecture and design, wireless communications standards and protocols, routing, security, operating systems, language support, and applications. The goal of this course is to introduce protecting an electrical system from faults and other concerns in distribution system. An ability to use modern engineering software, processes, devices, and diagnostic tools for advanced engineering design and development. 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. 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. ECE575 Computer Architecture 3 Credit Hours. Topics include active safety system architecture, enabling technologies for such systems, and future directions. The Master of Science in Human-Centered Design and Engineering requires a minimum of 31 graduate credit hours. Locomotion will cover balance control, footstep planning, walking gait generation, joint space trajectory planning, and human motion tracking. Various sound synthesis strategies will be introduced: wave tables, additive synthesis, subtractive synthesis, frequency modulation, and granular synthesis. 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. Restriction(s): Can enroll if Class is Specialist or Graduate or Doctorate, ECE539 Production of Elec Prods 3 Credit Hours. This course will provide an introduction to computer and human interface and AI, user-interface design from design principles and cognitive perspectives. This class includes assignments to reinforce learning and uses industry leading edge hardware to simulate control and monitoring of real world scenarios. This course provides graduate students with a clear understanding of the latest vehicle power management technologies with an emphasis on alternative fuel vehicles. Detroit Manufacturing Systems (DMS) Sep 2022 - Present6 months. In terms of business, students will learn how to identify customer needs and think like an entrepreneur. 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. 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. agencies across the state. Applications of speech processing are also presented. Are you Xuan Zhou? Case studies. The student will submit a report of the project and give an oral presentation to a panel of faculty members at the close of the term. 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. Other energy storage systems such as super conducting magnetic, hydraulic, compressed air, and integrated (hybrid) energy storage systems, will be discussed as well. All three courses may be taken from one specialization or a combination of any of the specializations. 1080 - Administration Building. 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. The course introduces the fundamentals of speech processing using digital signal processing methods and techniques. 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. ECE665 Optimal Control Systems 3 Credit Hours. EECS at Michigan Established. (Not open to students with EE degree. 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! This course (1) includes communication models for monitoring and controlling the electrical system, specific legacy protocols and modern approaches, such as IEC 61850, and (2) covers introductory topics in cyber-physical systems (CPSs) security for power grids. Dissertation work by a pre-candidate student in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. ECE5121 Mod & Des of Electrnic Cir&Sys 3 Credit Hours. Finally, a cumulative GPA of 3.0 or higher is required, in order to be eligible to receive the MSE (EE) degree. ECE5252 MM Design Tools II 3 Credit Hours. Three lecture hours per week. 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. Case studies and applications. Three hours per week. The ECE Department offers an evening program of 30 credit hours, leading to the degree of Master of Science in Engineering (Electrical Engineering). Advisory prerequisite: Basic understanding of power systems and machine learning. 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. 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. Multi-tasking. digital controllers, diagnostic systems. signal processing and control concepts. Much of the course addresses Industrial Control Systems and smart grids. 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. (W). A study of data communications and network architecture fundamentals. (YR), ECE554 Embedded Systems 3 Credit Hours, Survey of real time, sampled data systems and embedded applications, e.g. Representation of features in multidimensional space as random vectors. An approved course exemption does not reduce the total number of credit hours needed to satisfy program requirements. A team-based term project may be required. 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. Prerequisite(s): (ECE570 and ECE5701) or CIS 627, ECE675 Computer Architecture II 3 Credit Hours. Supercomputers. 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. Orcid identifier 0000-0001-6591-8515. Three lecture hours per week. Numbers and coding systems; Boolean algebra with application to logic systems; examples of digital logic circuits; simple machine language programming and Assembly and C/C+ programming language; microprocessors programming (both assembly and C/C+) for input/output, interrupts, and system design. 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. ECE574 Adv Sftwr Technq in Eng Appl 3 Credit Hours. Some courses from outside ECE may not meet cognate requirement. However, students will be expected to generalize the concepts for other CPSs. The course discussed the manufacturing of discrete components, integrated circuits, hybrid circuits and modules, advances packages, printed circuit boards, optical components, and MEMS products. 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. A basic introduction to modern wireless communication principles and architectures. All supplemental items must be submitted for an exception to be considered. Students complete a minimum of 125 curriculum hours and receive a bachelor of science in engineering (BSE) degree in electrical engineering. In CECS, we are committed to excellence. Three lecture hours per week. 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 cover battery basics, ultracapacitors, flywheels, and hybrid energy storage concepts. 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. This academic equivalency allows U-M graduate engineering students to bypass taking the certification exam to become certified system engineers, a major benefit. 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