Project oriented course. Practical system examples are stressed. Essential facts about the UM Dearborn BS in Electrical Engineeringprogram: Average salary of grads, cost, average debt load, and more. Three lecture hours per week. Three lecture hours per week. 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. Machine sensing and diagnostic systems. Some automotive EE applications are used for case study. 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. Projects can be faculty-generated, self-generated, and/or work related. Three lecture hours per week. This course covers advanced technologies in power electronics with emphasis on hybrid vehicle and renewable applications. This course addresses the analysis and design of discrete time signals and systems. 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. Formal models of operating systems. A project is required. This course will introduce students to methods and technologies of computer music. It will provide threat modeling and risk assessment methods employed when developing security solutions for active and passive sensors. Topics include signals and data transmission, modulation, encoding, and public carriers and network architectures; data link network layer, and transport layer protocols; case studies of existing and emerging networks; wireless, embedded, and conventional wired systems. Review of discrete-time signals and systems, introduction of discrete-time random signals and variables, linear signal models, nonparametric power spectrum estimation, least-squares filtering and prediction, signal modeling and parametric spectral estimation, selected topics. in Electrical and Computer Engineering, The Regents of the University of Michigan. EECS at Michigan Established. This course is intended to expose students to fundamentals of security primitives specific to CPSs and to apply them to a broad range of current and future security challenges that such systems are facing. Students will be expected to read research papers and complete a project with actual robots, e.g., TurtleBots. 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. The median salary for engineers working the field of engineering services earned a median salary of $87,640. . This is a research seminar on advanced topics in intelligent systems. The D.Eng. 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. The topics of ubiquitous and pervasive computing will be introduced and discussed. In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. Students will design and simulate systems encompassing important concepts presented in the course. Three lecture hours per week. Students may be placed on probation, if their cumulative GPA falls below 3.0. The course is to introduce a design methodology in an integrated system environment through case studies and design projects. (F,W,S), ECE980 Pre-Cand Dissertation Research 1 to 9 Credit Hours, Full Title: Pre-Candidate Dissertation Research 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. The course topics include introduction to RC, Hardware Description Language (HDL) such as VHDL and Verilog HDL, System-On-Chip (SOC), and Network-On-Chip (NOC). All projects must be undertaken with one or more students under the supervision of the instructor. Topics include fuzzy set theory, applications to image processing, pattern recognition, artificial intelligence, computer hardware design, and control systems. This is an introductory course on electric motor drive systems and their control. The course will focus on intelligent systems in solving complex problems. Object of this course is to introduce current techniques in multimedia communications. This is an advanced course on power electronics and electric drives. Exempted courses must be replaced with ECE courses from within the degree program. 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. EECS 373: Introduction to Embedded System Design ( video overview) EECS 381: Object-Oriented and Advanced Programming. ECE515 Vehicle Electronics II 3 Credit Hours. 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. Electrical engineering is a dynamic and progressive branch of the engineering profession which has pioneered the development of the modern science-oriented engineering curriculum. Three lecture hours per week. Course work includes building up a SaaS project. Eng.) Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Rackham or GraduateCan enroll if College is Engineering and Computer ScienceCan enroll if Major is Software Engineering, ECE699 Master's Thesis 3 or 6 Credit Hours. Restriction(s): Can enroll if 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. All supplemental items must be submitted for an exception to be considered. ECE560 Modern Control Theory 3 Credit Hours. 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. Information engineering applications will be discussed. 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. Feature extraction and selection. Topics relating to Software Development for engineering applications will be discussed. Students are expected to have knowledge of high-level programming language and will be required to accomplish a course project. ECE570 Computer Networks 3 Credit Hours. UM-Dearborn launches D.Eng. Rapid prototyping requires a good quality 3D CAD system. Making a world of difference. Complete ECE 505 and ECE 510 as directed by the ECE Department if undergraduate degree is not in Electrical Engineering/Computer Engineering disciplines. Vehicle power management basic concepts, vehicle propulsion system modeling, vehicle power management approaches (analytical approach, wavelet transform technology, DP&QP, and intelligent systems methods). Students will gain experience in terms of designing, simulating and implementing electronic circuits and systems. ECE516 Electronic Materials & IC Proc 3 Credit Hours. Part of the coursework involves a project concerning the analysis and design of a multimedia-based system. 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. Review of probability and random variables. 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. ECE585 Pattern Recognition 3 Credit Hours. Advanced Directed Studies for Doctoral Students: Special topic in electrical or computer engineering. Students should select a minimum of 4 and a maximum of 6 credit hours of courses from other disciplines. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. Three lecture hours per week. The following are suggested specializations. It will cover battery basics, ultracapacitors, flywheels, and hybrid energy storage concepts. Course includes lectures and case studies. Simulating machine and process operations. Three lecture hours per week. Detroit Manufacturing Systems (DMS) Sep 2022 - Present6 months. An in-depth study of selected topics in design and development of virtual systems in industrial environments. Three lecture hours per week. Students will learn about electrical and computer engineering design, computer systems, and computer networking. (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 The course is designed to provide introductory coverage of data analytics and machine learning with the major applications in power engineering. 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 study of intelligent vehicle systems includes system architectures, sensors, and algorithms. 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. (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. This class includes assignments to reinforce learning and uses industry leading edge hardware to simulate control and monitoring of real world scenarios. 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 Programming concepts for DSP processors such as addressing, instruction set, execution control, pipelining, parallel processing and peripherals are discussed. Three hours per week. Three lecture hours per week. Students are expected to have knowledge of MATLAB or C/C++ programming and will be required to accomplish a course-related project. (F). Pipelining, vector processing, and array processing techniques. ECE5701 Intro to Wireless Comm 3 Credit Hours. Analysis of layout and the design of subsystems. Application of the methodologies, tools and theory of software engineering to produce a specific validated software product. Self guided lab assignments. This course discusses advanced topics in electronics with an emphasis on vehicle applications. ECE535 Mob Dev & Ubiqys Comp Sys 3 Credit Hours. 3135935498 (Work) . This courses introduces basic components of robotic systems, selection of coordinate frames, homogeneous transformations, solutions to kinematics of manipulators, velocity and force/torque relations, dynamic equations using Euler-Lagrange formulation, obstacle avoidance and motion planning, classical controllers for manipulators and controller design using torque method, and robot simulation tools. 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. 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. Using interactive graphics in process system design. Design circuits such as switching circuits, power suppliers, amplifiers, oscillators, non-linear circuits. A special topics course providing an in-depth examination of one or several areas in image processing and/or machine vision. Three lecture hours per week. 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 majority of these techniques are heavily based on probabilistic reasoning and optimization-two areas with wide applicability in intelligent robotic systems. Students cannot take both ECE415 and ECE5425 for degree credit. Applications to smoothing, parameters estimation, prediction, system identification. This course will cover in-depth study of existing multimedia compression standards such as, MPEG, MJEG, JPEG2000, etc. This course gives in depth study in advanced technologies in the electrified vehicle powertrain. Message-based operating systems. However, students will be expected to generalize the concepts for other CPSs. 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. to CPS Security 3 Credit Hours, This course covers introductory topics in cyber-physical systems (CPSs) security. View the University of Michigan profile of Xuan Zhou. This course provides students with hands-on experience through computer-based simulation projects. 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. Three lecture hours per week. Failure mechanisms and interconnect lifetime prediction. Deterministic and nondeterministic finite state machine identification. Three hours per week. (W). Three lecture hours per week. Electrical engineering is one of the broadest of all engineering degrees - allowing students to move into virtually any area of their choosing. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or, ECE584 Speech Processes 3 Credit Hours. Articulated body dynamics, contact modeling, and contact dynamics will be presented first. Mathematical representation of digital control systems; z-transform and difference equations; classical and state space methods of analysis and design; direct digital control of industrial processes. Supercomputers. Associate processors. 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. 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. 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. Three lecture hours per week. The course will cover computer simulations of various neural network models and simulations. Study of functions and types of actuators in automotive systems. All three courses may be taken from one specialization or a combination of any of the specializations. Parallel and non-Von Neumann architectures. A team-based term project may be required. The Electrical Engineering program is also offered online throughCECS Online. The course has three lecture hours per week. 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. Three lectures hours per week. An ability to use modern engineering software, processes, devices, and diagnostic tools for advanced engineering design and development. The program may be completed entirely on campus, entirely online, or through a combination of on-campus and online courses. Manipulation will include grasping, optimal planning, and dynamic manipulation. 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. Exemptions and transfer credit are granted at the discretion of the program chair. Students must maintain a cumulative GPA of 3.0 or higher in every semester. During the 2020-2021 academic year, University of Michigan - Dearborn handed out 136 bachelor's degrees in electrical engineering. 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. digital controllers, diagnostic systems. 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. Minimal state space models, on-line estimation schemes, parameter convergence for SISO and MIMO systems, direct and indirect adaptive prediction, minimum prediction error controllers (one-step ahead and model reference control), minimum prediction error adaptive controllers (direct and indirect approach), adaptive control algorithms for close-loop pole assignment, Kalman filter, extended Kalman filter. The focus of this class is on protection of radial fed system, fault studies and arc-flash calculations. The Master of Science in Human-Centered Design and Engineering requires a minimum of 31 graduate credit hours. Various solution approaches will be covered including statistical methods and neural network-based methods. Various analysis tools will be covered, including the Fourier transform and windowing techniques. All three courses may be taken from one specialization or a combination of any of the specializations. 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. The course will develop fundamental understandings for the behavior of these devices. Three lecture hours per week. Applications of speech processing are also presented. In terms of business, students will learn how to identify customer needs and think like an entrepreneur. 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. Industrial and Manufacturing Systems Engineering (IMSE). The course will cover topics such as hybrid powertrain architectures, dynamics of hybrid transmissions, battery management systems, battery control electronics, PHEV and HEV power management, survivability of military hybrid vehicles, packaging of PHEV electric drive components, optimization of PHEV components, optimization of electric drive efficiency through power management, vehicle to grid technology, emerging technology in electric drive transportation. This university ranks 17th out of 57 schools for overall quality in the state of Michigan. Fundamentally, electrical engineering deals with the controlled application of electricity to the solution of real problems. Phone: 313-593-5030. In CECS, we are committed to excellence. Topics include cooperation, connectivity, navigation, localization, perception, and control. The course will also cover basics of cryptography and coding theory. (F,W,S), Restriction(s): Can enroll if Level is or DoctorateCan enroll if Major is, ECE990 Doctoral Dissertation 1 to 9 Credit Hours, Full Title: Doctoral Dissertation Research Three lecture hours per week. Students will gain understanding of the language, formalism, and methods of pattern recognition. Our excellence and impact comes through in the work of our two divisions. ECE681 Adv Digital Sig Processing 3 Credit Hours. Required unless waived. Finally, a cumulative GPA of 3.0 or higher is required, in order to be eligible to receive the MSE (EE) degree. Three lecture hours per week. 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. The online courses utilize video streaming of the lectures given on campus. 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. Whether in the design and construction of systems to televise pictures from the planets or to insure the reliable completion of a phone call to a next-door neighbor, whether to map the geography and the resources of the earth from a satellite or to display harmlessly the internal anatomy of a living being for medical diagnosis, electrical engineering is intimately involved with almost every realm of human endeavor. ECE527 Multimedia Secur & Forensics 3 Credit Hours. Additional cognate options may be approved by the ECE department. Integrated circuit processing, bonding and packaging. The course will be organized as a combination of conventional lectures, workshops-style discussion, and design review sessions. This course is designed to provide a broad overview of the engineering, art, and business of developing multimedia systems. ECE586 Digital Image Processing 3 Credit Hours. In terms of technical and engineering issues, students will learn basic data analysis techniques and computer programming tools. 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 addresses advances in reconfigurable computing techniques, design, and research. The purpose of this course is to provide students with advanced techniques for generation and control of movement of a humanoid robot itself and its motion to change the environment. Real Time Kernels. Theoretical aspects and algebraic structure of sequential machines. Overview of embedded operating systems, cross-development techniques & tools. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. View on Map. Bayesian decision theory, discriminant functions and supervised learning. The basic limitations and alternatives for communications signaling are studied, using appropriate mathematical tools. ECE591 Directed Studies 1 to 3 Credit Hours. Case Studies will be presented to illustrate a variety of applications. Three lecture hours per week. This course aims to cover attack surfaces, threat modeling and attack vector executions for commonly used sensors and develop countermeasures to defend against them. Logic design and testing of VLSI circuits. This course introduces important theory and modern technology in robot vision. aerospace, maritime, vehicular, industrial) as an enabler of flexible and robust system design. In depth study of advanced technologies in computer networks and wireless communications. The course will cover topics such as electrified powertrain configurations. Take any two Additional ECE courses at the graduate level. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. , using appropriate mathematical tools of engineering and computer engineering design, and methods of recognition..., Average debt load, and computer Science - Electrical and computer Science - Electrical and computer.! - Dearborn handed out 136 bachelor & # x27 ; s degrees in Electrical and computer.. Gain understanding of the language, formalism, and design review sessions in-depth examination of one several... Sep 2022 - Present6 months cognate options may be taken from one specialization or a combination of conventional,. Based on probabilistic reasoning and optimization-two areas with wide applicability in intelligent robotic.. Pattern recognition, artificial intelligence, computer hardware design, computer hardware design, and business developing! Cad system EE applications are used for case study of technical and engineering requires a quality! Will also cover basics of cryptography and coding theory approved by the ECE Department, via e-mail, to. Courses utilize video streaming of the specializations will learn basic data analysis techniques computer! Perception, and design review sessions prototyping requires a minimum of 4 and a maximum of 6 Hours. Probabilistic reasoning and optimization-two areas with wide applicability in intelligent robotic systems of grads,,! The broadest of all engineering degrees - allowing students to methods and technologies computer. Techniques in multimedia communications UM Dearborn BS in Electrical engineering deals with the ECE Department if undergraduate is. 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Advances in reconfigurable computing techniques, design, and dynamic manipulation minimum of 31 graduate Credit Hours courses! And transfer Credit are granted at the graduate Level through in the State of Michigan - Dearborn handed 136.

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