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. 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. 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. 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. The course examines modern applications of multirate digital signal processing including the design of multirate filter banks, using the wavelets transforms to efficiently encode signals for compression purposes, spectral analysis and synthesis of signals. The course will cover computer simulations of various neural network models and simulations. Students are expected to be able to analyze and design electric drive systems for various applications including automotive power train applications. Restriction(s): Can enroll if Level is Rackham or Graduate or Doctorate or Can enroll if Major is Computer & Information Science, Mechanical Engineering, Electrical Engineering, Industrial & Systems Engin, Information Sys Engineering, Automotive Systems Engineering, Computer Engineering, ECE5426 Electric Machines and Drives 3 Credit Hours. Finally, students will work on related applications employing digital signal processors such as speech processing, instrumentation, and image processing. 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. Prerequisite(s): (ECE570 and ECE5701) or CIS 627, ECE675 Computer Architecture II 3 Credit Hours. Failure mechanisms and interconnect lifetime prediction. 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. Students will be exposed to a broad range of advanced topics including power converter topologies; DC-DC, DC-AC, AC-DC and AC-AC power conversions; advanced power semiconductor devices; large-signal and small-signal modeling of power electronics converters; controller design; magnetic design; applications of power electronics in renewable energy and power systems; and computer simulation and modeling. All supplemental items must be submitted for an exception to be considered. ECE575 Computer Architecture 3 Credit Hours. 3135935498 (Work) xuanzhou@umich.edu. Three lecture hours per week. The course introduces concepts in protocols and architecture of high-speed and advanced networks with an emphasis on Internet, ATM networks, wireless local area networks, cellular systems and wireless sensor networks. Three lecture hours per week. 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. The course has three lecture hours per week. ECE 5121 Modeling & Design of Elec Cir. This course will build the skills needed to design and test the protocols, policies, and specifications for enabling technologies that will guarantee the security and integrity of the smart power grid while preserving personal privacy. 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 note that beginning in Fall 2015, all freshmen must follow theDearborn Discovery Core (DDC)requirements. Topics include: Transform Techniques using Fourier series, Fourier transforms, Laplace transforms and Sampling Theorem. Restriction(s): Can enroll if Class is Graduate or DoctorateCannot enroll if Major is, ECE536 All Weather Automotive Vision 3 Credit Hours. 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. (F), ECE546 Electric Vehicles 3 Credit Hours. Course includes lectures and case studies. Additional cognate options may be approved by the ECE department. A basic introduction to modern wireless communication principles and architectures. Must be taken in the first year. All three courses may be taken from one specialization or a combination of any of the specializations. This is an advanced course on power electronics and electric drives. 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. This course will introduce students to design tools for multimedia systems. This course gives in depth study in advanced technologies in the electrified vehicle powertrain. (F), Prerequisite(s): ECE473 or ECE4951 or ECE554, Restriction(s): Can enroll if Class is Graduate or DoctorateCan enroll if College is Engineering and Computer Science, ECE5543 Embedded System Security 3 Credit Hours, This course introduces fundamental concepts of information security and threat models. Students in RE program must take this course in the first year. Detroit, Michigan, United States. Machine sensing and diagnostic systems. This course will provide an introduction to computer and human interface and AI, user-interface design from design principles and cognitive perspectives. 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. Design of real time systems. 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. ECE5701 Intro to Wireless Comm 3 Credit Hours. The course will focus on intelligent systems in solving complex problems. Nuclear Engineering & Radiological Sciences. 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. 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. Restriction(s): Can enroll if Level is Doctorate or Rackham or GraduateCan enroll if College is Engineering and Computer Science, ECE642 Robotic Embed Sys 3 Credit Hours, Full Course Title: Robotic Embedded Systems 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! Three lecture hours per week. Michigan Engineering | University of Michigan 1221 Beal Avenue. Are you Xuan Zhou? The focus of this class is on protection of radial fed system, fault studies and arc-flash calculations. This course addresses the analysis and design of discrete time signals and systems. Topics include cyberspaces, techniques for generating virtual worlds in engineering applications, building blocks of virtual environments including hardware and software. Introduction to interactive techniques in PR. programs accept students for both part-time and full-time study. Sensing technologies including basic computer vision will be covered. Enrollment in cognate courses may be dependent on prior authorization from both the non-ECE Department and the ECE department. 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. Students will be exposed to advanced system design methods, modeling, simulation, and system verification and evaluation. Three lecture hours per week. Battery management, battery charging, and battery safety will be covered. 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). 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. Students will also use tools that are unique to interacting with cyber-physical systems. & Sys. There were approximately 192 electrical engineering students who graduated with this degree at UM Dearborn in the most recent data year. (W), Restriction(s): Can enroll if Class is Graduate or DoctorateCan enroll if Level is Graduate or or DoctorateCan enroll if College is Engineering and Computer Science, ECE544 Mobile Robots 3 Credit Hours, This course gives an introduction to all the fundamentals of mobile robots, ranging from theory, such as kinematics, over hardware, such as sensors and motors, to core algorithms for sensory information processing, motion planning and control, and etc. Three lecture hours per week. An approved course exemption does not reduce the total number of credit hours needed to satisfy program requirements. Projects can be faculty-generated, self-generated, and/or work related. Three lecture hours per week. "Automotive engineering is one of the most technologically interesting . The goal of this course is to introduce protecting an electrical system from faults and other concerns in distribution system. Performance Analysis. The online courses utilize video streaming of the lectures given on campus. Vehicle power management basic concepts, vehicle propulsion system modeling, vehicle power management approaches (analytical approach, wavelet transform technology, DP&QP, and intelligent systems methods). The basics of digital audio will be covered, including sampling, quantization, and compression standards. The course is to introduce a design methodology in an integrated system environment through case studies and design projects. Mar 2009 - Aug 202213 years 6 months. 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. This course addresses the analysis and design of continuous time (analog) and switched-capacitor filters. Students cannot take both ECE415 and ECE5425 for degree credit. Introduction to stochastic processes; stationarity, ergodicity; auto correlation and cross correlation, linear systems with random inputs, spectral analysis, Wiener filtering, Kalman filtering. ECE517 Adv Pwr Electrncs&Motor Drvs 3 Credit Hours. 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. UM-Dearborn launches D.Eng. These are partial lists and will be expanded and updated from time to time. Students will analyze and design filters. Three lecture hours per week. Practical system examples are stressed. 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. Case studies. 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. This course addresses advances in reconfigurable computing techniques, design, and research. (YR), ECE5541 Embedded Networks 3 Credit Hours. Review of probability and random variables. Final Day to Submit Summer 2023 Graduate Degree Application: April 19. Dearborn, MI 48128. 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. 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. The course covers important technologies relevant to intelligent vehicle systems including systems architecture, in-vehicle electronic sensors, traffic modeling and simulation. As the complexity of the systems grows, developers will be presented with significant challenges. The median salary for engineers working the field of engineering services earned a median salary of $87,640. | Learn more . 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. Cloud computing represents the emerging Internet-based services/platforms with elastic and scalable computation powers operating at costs associated with service. Including their publications, grants and teaching activities. Three lecture hours per week. 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. II. program in electrical and computer engineering 8/2/2021 Doctor of Engineering programs are an increasingly popular Ph.D. alternative for working professionals who want applied research expertise. A project is required. Robot simulation technologies and tools will be introduced. Three lecture hours per week. Study of functions and types of actuators in automotive systems. 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.) Additional cognate options may be approved by the ECE department. 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. ECE530 Energy Storage Systems 3 Credit Hours. (Not open to students with EE degree. The University of Michigan is open to prospective students from all walks of life, and we're glad you're considering us. Topics relevant to the design and analysis of VLSI circuits are investigated. Dynamic models of sensors and actuators. Jobs: Most of the recruiters coming to Michigan are looking for electrical engineers, and are willing to pay them among the highest salaries. Students will learn how to mathematically pose various pattern recognition problems and analytically derive some well-known statistical results and learning rules. Operating systems for parallel architectures. The D.Eng. Graduate students electing the thesis option, working under the general supervision of a member of the department faculty, are expected to plan and carry out the work themselves. Principles and characteristics of embedded micro-processors: processor/device interfaces; time critical I/O handling; data communications in embedded environments. Students will design and implement algorithms and simulate driver-highway interactions. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. 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. Possible applications covered include speech synthesis, speech coding and speech recognition. 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. This course will introduce students to methods and technologies of computer music. In terms of art and media, students will learn the basics of human perception, communication, and aesthetics. ECE661 Sys Ident and Adaptive Control 3 Credit Hours. Three lectures hours per week. Three hours per week. 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 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. Students may be placed on probation, if their cumulative GPA falls below 3.0. Parallel and non-Von Neumann architectures. Simulating machine and process operations. 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. Three lecture hours per week. This class will introduce students to the technology used in mobile/smart devices and mobile communication networks. A final course project is required. For additional academic information please contact the ECE office. The program may be completed entirely on campus, entirely online, or through a combination of on-campus and online courses. in Electrical and Computer Engineering, Request for Graduate Transfer Credit application, Download the MSE-Electrical Engineering Curriculum (Effective Fall 2022), Download the MSE-Electrical Engineering Curriculum, The Regents of the University of Michigan, ECE 500 Mathematical Methods in EE and CE (Required. This is an introductory course on electric motor drive systems and their control. 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. ECE5702 High-Speed and Adv Networks 3 Credit Hours. ECE550 Communication Theory 3 Credit Hours. ECE590 Selected Topics 1 to 3 Credit Hours. Eng.) An in-depth study of selected topics in design and development of virtual systems in industrial environments. Three lecture hours per week. 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. Introduction to pattern recognition (PR) as a process of data analysis. Other energy storage systems such as super conducting magnetic, hydraulic, compressed air, and integrated (hybrid) energy storage systems, will be discussed as well. Logic design and testing of VLSI circuits. (F,YR), ECE5545 Sec. In depth study of advanced technologies in computer networks and wireless communications. Applications to smoothing, parameters estimation, prediction, system identification. The key engineering elements include microprocessor technology, electronics, sensors and actuators, data communication and interface, control algorithms, and mechanisms of machine elements. Seek out a major that aligns with your interests and values through one of our engineering programs. 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. Pipelining, vector processing, and array processing techniques. Overview of embedded operating systems, cross-development techniques & tools. 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. Exemptions and transfer credit are granted at the discretion of the program chair. The course will require student presentations and a substantial term project. These include an introduction to CMOS circuits, their characterization and performance estimation. Robotic systems other than manipulators will be introduced at the end of this course. Students may complete the professional elective 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 will gain understanding of the language, formalism, and methods of pattern recognition. Three hours per week. Electrical engineering is a dynamic and progressive branch of the engineering profession which has pioneered the development of the modern science-oriented engineering curriculum. 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. A special topics course providing an in-depth examination of one or several areas in image processing and/or machine vision. These 6 transfer credits of previous equivalent graduate coursework can be applied to the degree only if those credits have not been counted toward a degree and have a final grade of B (3.0) or better. Course work includes building up a SaaS project. Applications of speech processing are also presented. The Master of Engineering (MEng) degree in Electrical and Computer Engineering is designed to serve students pursuing a terminal, professional Master's degree. Various analysis tools will be covered, including the Fourier transform and windowing techniques. Control will include the classic PID control, position and force control, and trajectory tracking. Students complete a minimum of 125 curriculum hours and receive a bachelor of science in engineering (BSE) degree in electrical engineering. (AY). signal processing and control concepts. Core Courses (Select 3 courses from the following), Specialization Courses (Select 3 courses from the following lists). Three lecture hours per week. Memory architecture and memory structures of digital signal processors are examined. Three lecture hours per week. (F). Making a world of difference. This course introduces the basics of energy storage systems for EDV. This course introduces important theory and modern technology in robot vision. Dissertation work by a pre-candidate student in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. EECS 373: Introduction to Embedded System Design ( video overview) EECS 381: Object-Oriented and Advanced Programming. Discussion of design practices used in large installation, including component segregation, cable routing, connectors, grounding, shielding, common impedance coupling, ground planes, screening and suppression. in Electrical and Computer Engineering, The Regents of the University of Michigan. Some automotive EE applications are used for case study. Information 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. University of Michigan-Dearborn alumnus with a Bachelor's in Electrical Engineering. (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. Devices include diodes, bipolar junction transistors, MOSFETs and operational amplifiers. 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. 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. Students will learn about electrical and computer engineering design, computer systems, and computer networking. SIMD and MIMD structures. 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. 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. 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. Topics will include basic flight principles of fixed-wing and rotary-wing aircraft, inertial representations in 3D space, the principles of Bayesian state estimation, visual odometry, path planning, and autonomous navigation. 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. UM-Dearborn's new Engineering Lab Building is open and it's definitely meeting expectations. Students may complete the professional elective in several ways: (1) Elect the thesis ECE 699 (6 hours) to work under the supervision of a faculty advisor, (2) Take direct study by ECE 591 (3 credits), and one EE courses at graduate level, (3) take two EE courses listed in II. (W), ECE578 Advanced Operating Systems 3 Credit Hours. 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