Courses in which grades of C- or below are earned cannot be used to fulfill degree requirements. ECE571 Switching Theory 3 Credit Hours. 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 ScienceCan enroll if Major is Computer & Information Science, Computer Engineering, Energy Systems Engineering, Industrial & Systems Engin, Mechanical Engineering, Software Engineering, Automotive Systems Engineering, Electrical Engineering, ECE531 Intelligent Vehicle Systems 3 Credit Hours. Representation of features in multidimensional space as random vectors. Programming concepts for DSP processors such as addressing, instruction set, execution control, pipelining, parallel processing and peripherals are discussed. Students may be placed on probation, if their cumulative GPA falls below 3.0. 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. Three lecture hours per week. Students will learn how to mathematically pose various pattern recognition problems and analytically derive some well-known statistical results and learning rules. 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. 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. Properties of electronic materials. 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. Restriction(s): Can enroll if Class is Graduate or DoctorateCannot enroll if Major is, ECE536 All Weather Automotive Vision 3 Credit Hours. Students will be exposed to a broad range of topics including optimal power flow, Smart Grid technology, economic dispatch, unit commitment, and the impact of renewable energy on power and management systems. Case studies and applications. (F, W). Today's electrical engineer is a leader among those who work toward making our world better. . Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Rackham or Graduate, ECE525 Multimedia Data Stor & Retr 3 Credit Hours. Three lecture hours per week. Three lecture hours per week. (F), ECE 532 Auto Sensors and Actuators (F 08), ECE 533 Active Automotive Safety Systems (SS 09). Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Mechanical Engineering, Industrial & Systems Engin, Computer Engineering, Electrical Engineering, ECE542 Intr to Pwr Mgmt & Reliability 3 Credit Hours. It is a project oriented course, with hands-on assignments, group projects and an individual research component. 2. It will cover battery basics, ultracapacitors, flywheels, and hybrid energy storage concepts. Three lecture hours per week. Students will gain an understanding of the language, formalism, and methods of artificial neural networks. 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. 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. Various solution approaches will be covered including statistical methods and neural network-based methods. Overview of embedded operating systems, cross-development techniques & tools. 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. Ann Arbor, MI 48109-2102 +1 (734) 647-7000 . Phone: 313-593-5030. 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. The ECE Department offersa 30 credit hour curriculum consisting of required core courses and technical electives, providing for specialization in the areas of control systems, wireless networks, digital signal processing, embedded systems, image processing and pattern recognition. Selected examples include applications such as voltage regulators and battery chargers. Message-based operating systems. (F). Applications to smoothing, parameters estimation, prediction, system identification. Novi, MI. This course will give students an introduction to power electronics technology, such as converter analysis and design. Case Studies will be presented to illustrate a variety of applications. ECE665 Optimal Control Systems 3 Credit Hours. agencies across the state. Electrical Engineering. The class lectures, notes, and discussions are posted on CANVAS for online students' access. 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. 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! ECE681 Adv Digital Sig Processing 3 Credit Hours. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or, ECE584 Speech Processes 3 Credit Hours. (F). This degree program is available both on campus and online. (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. The course covers important technologies relevant to intelligent vehicle systems including systems architecture, in-vehicle electronic sensors, traffic modeling and simulation. 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). 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. Self guided lab assignments. 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. It will provide threat modeling and risk assessment methods employed when developing security solutions for active and passive sensors. The software life Cycle. Please be aware that CECS does not allow for course waivers. Real Time Kernels. Michigan Engineering | University of Michigan 1221 Beal Avenue. In terms of business, students will learn how to identify customer needs and think like an entrepreneur. 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. This course introduces the basics of energy storage systems for EDV. 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. 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! (W), ECE578 Advanced Operating Systems 3 Credit Hours. Topics include: Transform Techniques using Fourier series, Fourier transforms, Laplace transforms and Sampling Theorem. View the University of Michigan profile of Xuan Zhou. & Sys. ECE679 Adv Intelligent Sys 3 Credit Hours. The program may be completed entirely on campus, entirely online, or through a combination of on-campus and online courses. This course introduces the architectural fundamentals and features of programmable digital signal processors. View the University of Michigan profile of Xuan Zhou. 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. This course gives in depth study in advanced technologies in the electrified vehicle powertrain. This class will introduce students to the technology used in mobile/smart devices and mobile communication networks. Effect of tolerances of circuit elements on the performance of the circuit behavior will be analyzed. This course will introduce students to multimedia design tools for dynamic media (video and audio). Monochrome and color vision in man and machines, image quantization edge detection, image enhancement, image restoration, color analysis and processing, multispectral image processing, texture analysis, image coding and compression, morphology, geometrical image modifications. Restriction(s): Can enroll if Class is GraduateCan 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, Information Sys Engineering, Mechanical Engineering, Automotive Systems Engineering, Electrical Engineering, ECE616 Advanced Topics in Power Sys 3 Credit Hours, This course will cover the advanced topics of power system planning, operation, and control. During the 2020-2021 academic year, University of Michigan - Dearborn handed out 136 bachelor's degrees in electrical engineering. Thus, the data sets, performance requirements, operational environment, and need for reliability and robustness necessitate a different approach to network design. Three lecture hours per week. Mar 2009 - Aug 202213 years 6 months. Advances in computer architecture. (May not be available to students with EE or CE degrees) Three lecture hours per week. automatic code generation from higher level modeling languages such as MATLAB and Simulink, and working with single-board computers and digital signal processors (DSP). ), Restriction(s): Can enroll if Class is GraduateCannot enroll if Major is Electrical Engineering, Computer Engineering, ECE512 Analog Filter Design 3 Credit Hours. Case studies. Classification of electromagnetic environments will also be discussed. Students will get an overview of various mobile operating systems and will learn how to develop software for mobile devices. 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.) Pipelining, vector processing, and array processing techniques. Three lecture hours per week. Every electrical engineering school has its own distinct culture and strengths. These embedded control networks differ from information technology (IT) networks in that the primary users are not humans, but sensors, actuators, and embedded processors. Students should select a minimum of 4 and a maximum of 6 credit hours of courses from other disciplines. 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. Three lecture hours per week. 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. Three lecture hours per week. Additional cognate options may be approved by the ECE department. This course cannot be taken with ECE500. Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Electrical Engineering, Computer Engineering, ECE5001 Analytic and Comp Math 3 Credit Hours, Full Title: Analytical and Computational Mathematics Students cannot take both ECE415 and ECE5425 for degree credit. (W), Restriction(s): Can enroll if Level is Graduate or Rackham or DoctorateCan enroll if College is Engineering and Computer Science, ECE646 Adv Elec Drive Transportation 3 Credit Hours. Review semiconductor circuit elements in detail to model devices for circuit analysis. Representative topics include: Intelligent systems design, training and evaluation, decision trees, Bayesian learning, reinforcement learning. State-identification and fault-detection experiments. The purpose of this course is NOT to teach students how to become hackers, but rather to teach them about threat models and attack vectors for cyber-physical systems so that they can develop countermeasures to defend against threats. 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. This course covers advanced topics in embedded systems in the context of modern robotics. This course will introduce students to methods and technologies of computer music. Students cannot take both ECE428 and ECE528 for degree credit. Orcid identifier 0000-0001-6591-8515. VHDL and commercial CAD packages for VLSI design. The course will cover basic devices and applications in Electromagnetic waves. Three lectures hours per week. EECS 351: Digital Signal Processing and Analysis. Basic concepts of digital video will be reviewed, such as resolution and compression standards. (AY). Three lecture hours per week. Additional cognate options may be approved by the ECE department. Embedded specification and design techniques. University of Michigan-Dearborn alumnus with a Bachelor's in Electrical Engineering. 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. A special topics course providing an in-depth examination of one or several areas in image processing and/or machine vision. Real TIme Memory management.. 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. agencies across the state. Discussion of design practices used in large installation, including component segregation, cable routing, connectors, grounding, shielding, common impedance coupling, ground planes, screening and suppression. 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. Finally, the requirements of EDV and renewable energy application examples will be explained. Project oriented course. Including their publications, grants and teaching activities. 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. Current trends in operating system design. The College of Engineering and Computer Science (CECS) offers 6 doctoral programs: 4 full-time Ph.D. programs and two Doctor of Engineering (D. Restriction(s): Can enroll if Major is Computer Engineering, Electrical Engineering, Computer & Information Science, ECE572 Sequential Machines 3 Credit Hours. 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. Applications of PR. Topics include active safety system architecture, enabling technologies for such systems, and future directions. The basic limitations and alternatives for communications signaling are studied, using appropriate mathematical tools. 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. Three lecture hours per week. A strong foundation the theoretical principles and techniques from science, engineering, and mathematics needed for advanced engineering design and development. ECE516 Electronic Materials & IC Proc 3 Credit Hours. In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. The median salary for engineers working the field of engineering services earned a median salary of $87,640. 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. Course work includes building up a SaaS project. Associate Professor. Previous undergraduate or graduate coursework deemed substantially similar to MSE core courses may qualify to exempt students from those core courses. Complete ECE 505 and ECE 510 as directed by the ECE Department if undergraduate degree is not in Electrical Engineering/Computer Engineering disciplines. Impact of modern materials on commercial product performance; representative illustrations from product areas such as automotive vehicles, commercial aircraft, recreational equipment, and electronic products. (Not open to students with EE degree. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. 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. 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. Principles and characteristics of embedded micro-processors: processor/device interfaces; time critical I/O handling; data communications in embedded environments. 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. Students are expected to have knowledge of MATLAB or C/C++ programming and will be required to accomplish a course-related project. Design circuits such as switching circuits, power suppliers, amplifiers, oscillators, non-linear circuits. Exempted courses must be replaced with ECE courses from within the degree program. ECE5752 Reconfigurable Computing 3 Credit Hours. This course addresses the analysis and design of discrete time signals and systems. 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. Jobs: Most of the recruiters coming to Michigan are looking for electrical engineers, and are willing to pay them among the highest salaries. This course provides graduate students with a clear understanding of the latest vehicle power management technologies with an emphasis on alternative fuel vehicles. Profile of Xuan Zhou course covers important technologies relevant to intelligent vehicle systems including systems architecture enabling! 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