control systems, Audio/time-series filtering (F IR and llR filters), embedded 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. Supercomputers. signal processing and control concepts. 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. Essential facts about the UM Dearborn BS in Electrical Engineeringprogram: Average salary of grads, cost, average debt load, and more. All three courses may be taken from one specialization or a combination of any of the specializations. ECE650 Info Theory in Elec Comm 3 Credit Hours. | Learn more . Combinational and sequential logic design, minimization of combinational and sequential circuits, functional decomposition, reliable design and fault diagnosis; incompletely specified sequential machine design, asynchronous sequential circuits and interactive methods. Possible areas include medical imaging, advanced concepts in morphology, stereovision, shape form shading, and active vision. Distributed operating systems. This course provides students with hands-on experience through computer-based simulation projects. (F), Restriction(s): Can enroll if Level is Rackham or Graduate or Doctorate or Can enroll if College is Engineering and Computer Science, ECE618 Advanced Grid Protection 3 Credit Hours. Electrical Engineering. Jobs: Most of the recruiters coming to Michigan are looking for electrical engineers, and are willing to pay them among the highest salaries. Topics include cyberspaces, techniques for generating virtual worlds in engineering applications, building blocks of virtual environments including hardware and software. The BSE in Electrical Engineering program is accredited by the Engineering Accreditation Commission of ABET, http://www.abet.org/. Estimation and learning. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. Finally, students will work on related applications employing digital signal processors such as speech processing, instrumentation, and image processing. ECE550 Communication Theory 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. 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. 1080 - Administration Building. Selected examples include applications such as voltage regulators and battery chargers. Today's electrical engineer is a leader among those who work toward making our world better. Self guided lab assignments. ECE535 Mob Dev & Ubiqys Comp Sys 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 Science, ECE5421 Grid Communication and System 3 Credit Hours. Advisory prerequisite: Basic understanding of power systems and machine learning. EECS 398: SPECIAL TOPICS COURSES: All Current and Past Offerings. Theoretical aspects and algebraic structure of sequential machines. Special topics on product testing, reliability assurance, accelerated reliability testing, product lifetime models, and automotive environments will also be addressed. The major focus of this course is to educate and train graduate students in developing research abilities through literature survey on advanced power system technologies and hands-on projects on modeling and analyzing smart grid applications. 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. The topics of ubiquitous and pervasive computing will be introduced and discussed. Students will be expected to read research papers and complete a project with actual robots, e.g., TurtleBots. Basic concepts of digital video will be reviewed, such as resolution and compression standards. ECE5462 Elec Aspects of Hybrid Vehicle 3 Credit Hours. Students whose undergraduate background is in a field other than Electrical or Computer Engineering may be given conditional admission and required to take preparatory courses in electrical and/or computer engineering. 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. Manipulation will include grasping, optimal planning, and dynamic manipulation. Some automotive EE applications are used for case study. In terms of business, students will learn how to identify customer needs and think like an entrepreneur. Three lecture hours per week. ECE5252 MM Design Tools II 3 Credit Hours. Topics include a survey of embedded software SIMD and MIMD structures. (F). Case studies and applications. The College of Engineering and Computer Science (CECS) offers 6 doctoral programs: 4 full-time Ph.D. programs and two Doctor of Engineering (D. VLSI computer structures. ECE5701 Intro to Wireless Comm 3 Credit Hours. 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. Impact of modern materials on commercial product performance; representative illustrations from product areas such as automotive vehicles, commercial aircraft, recreational equipment, and electronic products. Please note that beginning in Fall 2015, all freshmen must follow theDearborn Discovery Core (DDC)requirements. This course introduces the basics of energy storage systems for EDV. This class will introduce students to the technology used in mobile/smart devices and mobile communication networks. Modeling and simulation will also be covered. This class includes assignments to reinforce learning and uses industry leading edge hardware to simulate control and monitoring of real world scenarios. A final research course project is required. This course addresses the analysis and design of discrete time signals and systems. Finally, the requirements of EDV and renewable energy application examples will be explained. This course will introduce students to methods and technologies of computer music. Topics relevant to the design and analysis of VLSI circuits are investigated. Various analysis tools will be covered, including the Fourier transform and windowing techniques. Associate Professor. The basics of digital audio will be covered, including sampling, quantization, and compression standards. Special projects for laboratory or library investigation with the intent of developing initiative and resourcefulness. 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. ECE507 Intro to Multimedia Sys 3 Credit Hours. Review of probability and random variables. Exempted courses must be replaced with ECE courses from within the degree program. Three lecture hours per week. (F). This course addresses advances in reconfigurable computing techniques, design, and research. 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. A project will be required. . ECE553 Sftware/Hrdware Rapid Protyp 3 Credit Hours, Rapid prototyping technology is primarily aimed at reducing the lead times and costs associated with new product development. ), Restriction(s): Can enroll if Class is GraduateCannot enroll if Major is Electrical Engineering, Computer Engineering, ECE512 Analog Filter Design 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. Topics include: Transform Techniques using Fourier series, Fourier transforms, Laplace transforms and Sampling Theorem. Electrical engineering is one of the broadest of all engineering degrees - allowing students to move into virtually any area of their choosing. 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. Topics of the course include advanced web technologies, distributed computing models and technologies, software as a service (SaaS), virtualization, pallelization, security/privacy and the advance in cloud computing. Bayesian decision theory, discriminant functions and supervised learning. This course covers sensor data security and integrity verification and its applications to transportation systems, robotics, IoTs, smart cities, and industrial control systems. 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. 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 whose undergraduate background is in a field other than Electrical or Computer Engineering may be granted admission and required to take preparatory courses in electrical and/or computer engineering. 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. (May not be available to students with EE or CE degrees) Three lecture hours per week. Are you Xuan Zhou? In consultation with a faculty advisor a student will prepare a proposal describing the work to be performed for approval by the department. Much of the course aims to cover existing sensing modalities, e.g., LIDAR, Radar, Ultrasonic, Camera, Microphone, etc. Students will gain an understanding of the language, formalism, and methods of artificial neural networks. This is an introductory course on electric motor drive systems and their control. 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. ECE587 Sel Top:Image Proc/Mach Vision 3 Credit Hours. ECE592 Directed Research 1 to 3 Credit Hours, Special problems centered on developing experimental skills. Orcid identifier 0000-0001-6591-8515. Three lecture hours per week. Three lecture hours per week. Analysis of layout and the design of subsystems. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. Edit your . Course work includes building up a SaaS project. Topics include active safety system architecture, enabling technologies for such systems, and future directions. ECE516 Electronic Materials & IC Proc 3 Credit Hours. Three lecture hours per week. Design circuits such as switching circuits, power suppliers, amplifiers, oscillators, non-linear circuits. 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. 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. Battery management, battery charging, and battery safety 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. Various hardware and software aspects will be introduces, with particular emphasis on the constraints intrinsic to such system. Computer control of machines and processes. This course introduces important theory and modern technology in robot vision. It will provide threat modeling and risk assessment methods employed when developing security solutions for active and passive sensors. 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. A project report and a seminar are required. During the 2020-2021 academic year, University of Michigan - Dearborn handed out 136 bachelor's degrees 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. Term project. Electrical & Computer Engineering at Michigan Electrical and Computer Engineering (ECE) PEOPLE POWERING INNOVATION Events FEB 27 MICL Seminar "Energy Efficient Circuits Beyond what have been believed as the Fundamental Limits: Power Converter, Analog Interface and Frequency Generation" 11:00am - 12:00pm in 1200 EECS Building FEB 28 Associate Professor. A term project may be required. A special topics course providing an in-depth examination of one or several areas in image processing and/or machine vision. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or, ECE584 Speech Processes 3 Credit Hours. Students will be exposed to advanced system design methods, modeling, simulation, and system verification and evaluation. Topics include fuzzy set theory, applications to image processing, pattern recognition, artificial intelligence, computer hardware design, and control systems. This course will provide an introduction to computer and human interface and AI, user-interface design from design principles and cognitive perspectives. Concentration Courses (9 to 11 credits), Interim Chair and Associate Professor, Electrical and Computer Engineering, Administrative Assistant Intermediate, Electrical and Computer Engineering, Student Administrative Assistant Senior, Electrical and Computer Engineering, 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 curriculum covers analog and digital circuits, microprocessors, power systems, electrical components and how these are incorporated into sensors, actuators and computer systems. 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. Coverage of the next generation of active automotive safety systems including intelligent cruise control, lane departure warning, virtual camber, and back-up and blind spot warning systems. agencies across the state. These are partial lists and will be expanded and updated from time to time. Representative topics include: Intelligent systems design, training and evaluation, decision trees, Bayesian learning, reinforcement learning. 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. These include an introduction to CMOS circuits, their characterization and performance estimation. 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. The ECE Department offers an evening program of 30 credit hours, leading to the degree of Master of Science in Engineering (Electrical Engineering). Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Software Engineering, Electrical Engineering, Computer & Information Science, Computer Engineering, ECE577 Engineering in Virtual World 3 Credit Hours. *An asterisk denotes that a course may be taken concurrently. Projects can be faculty-generated, self-generated, and/or work related. Courses in which grades of C- or below are earned cannot be used to fulfill degree requirements. Networks have emerged in a wide range of embedded applications (e.g. Programming concepts for DSP processors such as addressing, instruction set, execution control, pipelining, parallel processing and peripherals are discussed. All projects must be undertaken with one or more students under the supervision of the instructor. Fundamentally, electrical engineering deals with the controlled application of electricity to the solution of real problems. 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). Course includes lectures and case studies. 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 will work with various tools and techniques used by attackers to compromise active as well as passive sensors. ECE5802 Multirate Sig Proc w/Appl 3 Credit Hours. Examples of current protocols and architectures of wireless data and voice networks are studied. Pipelining, vector processing, and array processing techniques. A study of data communications and network architecture fundamentals. Algorithms and methods for video and audio processing and effects will be reviewed. Overall, an MS Degree in Electrical Engineering from the University of Michigan . Students will analyze and design filters. 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. Principles and characteristics of embedded micro-processors: processor/device interfaces; time critical I/O handling; data communications in embedded environments. In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. On-campus courses will be offered in the late afternoon and evening hours to enable students to earn their master's degree through part-time study. Three lecture hours per week. 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. programs accept students for both part-time and full-time study. Students will learn how to mathematically pose various pattern recognition problems and analytically derive some well-known statistical results and learning rules. 3135935498 (Work) . Exemptions and transfer credit are granted at the discretion of the program chair. Department of Electrical and Computer Engineering University of Michigan-Dearborn, 4901 Evergreen Road Room 2050 IAVS, Dearborn, MI 48128-2406 Tel: 313-593-5420 E-mail: umd-ecegrad@umich.edu, ECE500 Math Mthds for Elec & Comp Eng 3 Credit Hours. "Automotive engineering is one of the most technologically interesting . ECE661 Sys Ident and Adaptive Control 3 Credit Hours. The course will cover computer simulations of various neural network models and simulations. These embedded control networks differ from information technology (IT) networks in that the primary users are not humans, but sensors, actuators, and embedded processors. Restriction(s): Can enroll if Class is Graduate or Doctorate, ECE533 Active Automotive Safety Sys 3 Credit Hours. (F,W,S), ECE980 Pre-Cand Dissertation Research 1 to 9 Credit Hours, Full Title: Pre-Candidate Dissertation Research Three lecture hours per week. ECE670 Adv Comp Netwk&WL Comm 3 Credit Hours. Orcid identifier 0000-0001-6591-8515. 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. Minimum Grade Requirement in addition to maintaining a minimum cumulative GPA of 3.0 or higher every semester: 1. Then, theoretical methods for analyzing the kinematic and dynamic properties of a mobile robot are discussed, followed by the discussion on the key subsystems of a mobile robot, including perception, localization, planning and control. A final course project is required. Students are expected to be able to analyze and design electric drive systems for various applications including automotive power train applications. Three lecture hours per week. Three lecture hours per week. 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. Three lecture hours per week. 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 (F, W). Logic design and testing of VLSI circuits. (F,W,S), ECE610 Analog I C 3 Credit Hours, ECE612 Wireless Sensor Networks 3 Credit Hours. & Privacy for Smart Grids 3 Credit Hours, Full Course Title: Security and Privacy for Smart Grids PN junctions, bi-polar and field-effect transistors. 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. Three lectures hours per week. This course introduces the architectural fundamentals and features of programmable digital signal processors. The basic limitations and alternatives for communications signaling are studied, using appropriate mathematical tools. Practical system examples are stressed. Robotic systems other than manipulators will be introduced at the end of this course. Students desiring admission to the program must have earned a Bachelor's degree in Electrical and/or Computer Engineering with an overall GPA of 3.0 or higher. Real Time Kernels. This course will give students an introduction to power and energy management systems. ECE515 Vehicle Electronics II 3 Credit Hours. . (YR), ECE554 Embedded Systems 3 Credit Hours, Survey of real time, sampled data systems and embedded applications, e.g. Students cannot receive credit for both ECE4881 and ECE588. ECE569 Computer-Based Automation 3 Credit Hours. EECS 373: Introduction to Embedded System Design ( video overview) EECS 381: Object-Oriented and Advanced Programming. Dearborn, MI 48128. 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. The D.Eng. This course will cover the software and hardware widely used in the rapid prototyping, including Stereolithography (SLA) and virtual reality software and hardware used for rapid prototyping. Object of this course is to introduce current techniques information security in general and multimedia security in particular. Other energy storage systems such as super conducting magnetic, hydraulic, compressed air, and integrated (hybrid) energy storage systems, will be discussed as well. ECE679 Adv Intelligent Sys 3 Credit Hours. 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. Channel models, signal generation and reception are explored. ECE566 Mechatronics 3 Credit Hours. Three lecture hours per week. (YR), ECE5541 Embedded Networks 3 Credit Hours. Eng.) An ability to use modern engineering software, processes, devices, and diagnostic tools for advanced engineering design and development. Every electrical engineering school has its own distinct culture and strengths. The online students have the opportunity to interact with the instructors and with fellow students (both on campus as well as online) through CANVAS. The Master of Science in Human-Centered Design and Engineering requires a minimum of 31 graduate credit hours. This course gives in depth study in advanced technologies in the electrified vehicle powertrain. In terms of art and media, students will learn the basics of human perception, communication, and aesthetics. Integrated smart sensors and actuators. agencies across the state. UM Dearborn is a moderately-sized public university located in the midsize city of Dearborn. (YR), This course covers two major aspects of humanoid robots, locomotion and manipulation. 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. Associate processors. 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. 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. Prerequisite(s): (ECE570 and ECE5701) or CIS 627, ECE675 Computer Architecture II 3 Credit Hours. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Electrical Engineering, Computer Engineering, ECE514 VLSI Design 3 Credit Hours. The D.Eng. ECE665 Optimal Control Systems 3 Credit Hours. 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. 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. Three lecture hours per week. 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