The course is to introduce a design methodology in an integrated system environment through case studies and design projects. 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. 2. 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. 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. (F). 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. Vehicle power management basic concepts, vehicle propulsion system modeling, vehicle power management approaches (analytical approach, wavelet transform technology, DP&QP, and intelligent systems methods). Case studies. to CPS Security 3 Credit Hours, This course covers introductory topics in cyber-physical systems (CPSs) security. ECE586 Digital Image Processing 3 Credit Hours. These include an introduction to CMOS circuits, their characterization and performance estimation. Message-based operating systems. Basic concepts, algorithms, and standards will be covered for systems that process digital images, vector graphics, and text. The course will cover topics such as electrified powertrain configurations. Today's electrical engineer is a leader among those who work toward making our world better. The following are suggested specializations. Possible applications covered include speech synthesis, speech coding and speech recognition. ECE528 Cloud Computing 3 Credit Hours. Practical system examples are stressed. Layered techniques in operating systems. Students must maintain a cumulative GPA of 3.0 or higher in every semester. 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. This course addresses the analysis and design of continuous time (analog) and switched-capacitor filters. 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. Three lecture hours per week. Kinematics will include forward and inverse kinematics and their analytical and constraints. Prerequisite(s): ECE478 or CIS450 or IMSE450, ECE579 Intelligent Systems 3 Credit Hours. The software life Cycle. ECE5121 Mod & Des of Electrnic Cir&Sys 3 Credit Hours. Models and relevant parameters of display technologies (video and printer) will be discussed. 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. My role was to transmit and maintain all Engineering communication to . Students will learn about electrical and computer engineering design, computer systems, and computer networking. Linear Algebra using eigen expansions, polynomial functions and matrices and determinants. Review of representative electronic devices and illustrative applications. An approved course exemption does not reduce the total number of credit hours needed to satisfy program requirements. I managed the PLM software (Obbligato III) on-site for our US operations. ECE515 Vehicle Electronics II 3 Credit Hours. 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. Operating systems for parallel architectures. Case Studies will be presented to illustrate a variety of applications. 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. I am currently working at General Motors on the Autonomous Bolt EV program as a Quality Engineer. 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. Three lecture hours per week. The study of intelligent vehicle systems includes system architectures, sensors, and algorithms. However, students may petition for course exemptions in instances where a core course in a graduate program may not be available, may no longer be offered due to program changes, or the student may have taken a course with equivalent content. It will provide threat modeling and risk assessment methods employed when developing security solutions for active and passive sensors. Three lecture hours per week. 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. Part of the coursework involves a project concerning the analysis and design of a multimedia-based system. ECE620 Sensor Security and Data Integrity Validation 3 Credit Hours. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. A project report and a seminar are required. & Privacy for Smart Grids 3 Credit Hours, Full Course Title: Security and Privacy for Smart Grids Previous undergraduate or graduate coursework deemed substantially similar to MSE core courses may qualify to exempt students from those core courses. Restriction(s): Can enroll if Class is Graduate or DoctorateCannot enroll if Major is, ECE536 All Weather Automotive Vision 3 Credit Hours. The course covers such topics innovative multimedia interfaces, design ethics, psychological principles, cognitive models, interaction principles, requirements analysis, project management, I/O devices, standards and styles guides, and visual design principles. A high level-overview of different types of mobile robots is presented first. 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 Electrical Engineering, Computer Engineering, ECE518 Mat Selec for Commercial Prod 3 Credit Hours. Please note that beginning in Fall 2015, all freshmen must follow theDearborn Discovery Core (DDC)requirements. In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. Including their publications, grants and teaching activities. Supercomputers. Novi, MI. Core Courses (Select 3 courses from the following), Specialization Courses (Select 3 courses from the following lists). Three lecture hours per week. Three lecture hours per week. Exceptions beyond this deadline must have the approval of the program director. EECS 351: Digital Signal Processing and Analysis. ECE570 Computer Networks 3 Credit Hours. Three lecture hours per week. The Integrative Systems + Design Division offers the opportunity for students to achieve INCOSE certification. 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. Analysis of layout and the design of subsystems. (W.YR), Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate, ECE5544 Intro. The following are suggested specializations. It covers vehicle dynamics, energy sources, electric propulsion systems, regenerative braking, parallel and series HEV design, practical design considerations, and specifications of hybrid vehicles. Three lecture hours per week. 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. ECE535 Mob Dev & Ubiqys Comp Sys 3 Credit Hours. By learning and understanding the working vocabulary of each of these three fields, students will be able to contribute creative and effective multimedia-based solutions to interesting real-world problems. ECE5252 MM Design Tools II 3 Credit Hours. Programming concepts for DSP processors such as addressing, instruction set, execution control, pipelining, parallel processing and peripherals are discussed. It is important that engineers are acquainted with fundamental tools and strategies for designing and building such networks. Students will gain understanding of the language, formalism, and methods of pattern recognition. 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. (AY). Random Variables using probability density and distribution functions, functions of a random variable, and conditional and joint probabilities. Basic concepts of digital video will be reviewed, such as resolution and compression standards. 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. Principles and characteristics of embedded micro-processors: processor/device interfaces; time critical I/O handling; data communications in embedded environments. Thus, the data sets, performance requirements, operational environment, and need for reliability and robustness necessitate a different approach to network design. Applications of speech processing are also presented. Three lecture hours per week. Application of the methodologies, tools and theory of software engineering to produce a specific validated software product. Three hours per week. Much of the course aims to cover existing sensing modalities, e.g., LIDAR, Radar, Ultrasonic, Camera, Microphone, etc. 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. 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. Advances in computer architecture. control systems, Audio/time-series filtering (F IR and llR filters), embedded image processing, Advanced techniques and uses in operating system design. Introduction to the fundamental concepts of data mining including data exploration, pre-and post-processing, OLAP, predictive modeling, association analysis, and clustering. The key engineering elements include microprocessor technology, electronics, sensors and actuators, data communication and interface, control algorithms, and mechanisms of machine elements. RISC computers. 3135935498 (Work) . The Electrical Engineering program is also offered online throughCECS Online. Theoretical aspects and algebraic structure of sequential machines. 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. 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. Please be aware that CECS does not allow for course waivers. Computer control of machines and processes. digital controllers, diagnostic systems. Various solution approaches will be covered including statistical methods and neural network-based methods. Reliability & Fault Tolerance. (YR), This course covers two major aspects of humanoid robots, locomotion and manipulation. Restriction(s): Can enroll if Major is Computer Engineering, Electrical Engineering, Computer & Information Science, ECE572 Sequential Machines 3 Credit Hours. It is a project oriented course, with hands-on assignments, group projects and an individual research component. A project is required. If you wish to design, invent and improve devices that enhance life for the individual, as well as help solve society's problems, EE is a great place for you. Integrated smart sensors and actuators. ECE507 Intro to Multimedia Sys 3 Credit Hours. Students should select a minimum of 4 and a maximum of 6 credit hours of courses from other disciplines. 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 will also discuss some specific topics in robotics research, including robot manipulators, mobile and walking robots, and robot hands, in which we will see how the above principles and methods are being used together. This course will provide an introduction to computer and human interface and AI, user-interface design from design principles and cognitive perspectives. Devices include diodes, bipolar junction transistors, MOSFETs and operational amplifiers. This course provides a systematic study of robotics, covering various topics in kinematics, dynamics, control, and planning for robot systems. A study of the concept of fuzzy set theory including operations on fuzzy sets, fuzzy relations, fuzzy measures, fuzzy logic, with an emphasis on engineering application. 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. 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. There were approximately 192 electrical engineering students who graduated with this degree at UM Dearborn in the most recent data year. The student will submit a report on the project and give an oral presentation to a panel of faculty members at the close of the term. 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. It will cover battery basics, ultracapacitors, flywheels, and hybrid energy storage concepts. ECE576 Information Engineering 3 Credit Hours. Are you Xuan Zhou? Eng.) Three lecture hours per week. The course has three lecture hours per week. ECE5702 High-Speed and Adv Networks 3 Credit Hours. 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. Three lecture hours per week. Robotic systems other than manipulators will be introduced at the end of this course. Three lecture hours per week. The College of Engineering and Computer Science (CECS) offers 6 doctoral programs: 4 full-time Ph.D. programs and two Doctor of Engineering (D. Advanced Directed Studies for Doctoral Students: Special topic in electrical or computer engineering. Various hardware and software aspects will be introduces, with particular emphasis on the constraints intrinsic to such system. 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. Three lecture hours per week. Possible areas include medical imaging, advanced concepts in morphology, stereovision, shape form shading, and active vision. Restriction(s): Can 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, Mechanical Engineering, Automotive Systems Engineering, Electrical Engineering, ECE5422 Grid Protection 3 Credit Hours. An in-depth study of selected topics in design and development of virtual systems in industrial environments. ECE565 Digital Control Systems 3 Credit Hours. EECS 330: Electromagnetics II. This university ranks 17th out of 57 schools for overall quality in the state of Michigan. 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. Object of this course is to introduce current techniques information security in general and multimedia security in particular. Three lecture hours per week. Various analysis tools will be covered, including the Fourier transform and windowing techniques. (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. Special topics on product testing, reliability assurance, accelerated reliability testing, product lifetime models, and automotive environments will also be addressed. The course will cover topics such as advances in Internet, wireless communications and sensor networks, wireless networked control systems, vehicular networks, smart grid, cloud computing, multimedia networking, and network security. The topics of ubiquitous and pervasive computing will be introduced and discussed. 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. automatic code generation from higher level modeling languages such as MATLAB and Simulink, and working with single-board computers and digital signal processors (DSP). Electrical Engineering. Three lecture hours per week. Associate Professor. View the University of Michigan profile of Xuan Zhou. (F,W,S). 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. As the complexity of the systems grows, developers will be presented with significant challenges. Electrical Engineering and Computer Science (EECS) Among the leading departments of its kind in the nation, EECS is creating the technology that puts the "smart" into electronics. 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. 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. ECE575 Computer Architecture 3 Credit Hours. ECE526 Multimedia Comm Sys 3 Credit Hours. (3 credits), and any one ECE course at the graduate level. ECE516 Electronic Materials & IC Proc 3 Credit Hours. The ECE Department offers an evening program of 30 credit hours, leading to the degree of Master of Science in Engineering (Electrical Engineering). Project oriented course. (F, W). Multi-tasking. ECE670 Adv Comp Netwk&WL Comm 3 Credit Hours. 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). Properties of electronic materials. This course addresses the analysis and design of discrete time signals and systems. Additional cognate options may be approved by the ECE department. 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. The course will develop fundamental understandings for the behavior of these devices. The student will submit a report on the project and give an oral presentation to a panel of faculty members at the close of the term. Three lecture hours per week. Machine sensing and diagnostic systems. 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. 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. 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. EECS 334: Principles of Optics. Restriction(s): Can enroll if Level is Rackham or GraduateCan enroll if Major is Computer & Information Science, Mechanical Engineering, Electrical Engineering, Industrial & Systems Engin, Information Sys Engineering, Automotive Systems Engineering, Computer Engineering, ECE543 Kinem, Dynam Control Robots 3 Credit Hours, Full Title: Kinematics, Dynamics, and Control of Robots shellye crabb maiden name, Sensing modalities, e.g., LIDAR, Radar, Ultrasonic, Camera, Microphone university of michigan dearborn electrical engineering curriculum etc statistical methods neural... 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