Distributed operating 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. Topics include ensemble techniques, multi-objective optimization, and intelligent agents. Overview of embedded operating systems, cross-development techniques & tools. 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. 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. This course introduces the basics of energy storage systems for EDV. 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. 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. 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. 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. *An asterisk denotes that a course may be taken concurrently. "Automotive engineering is one of the most technologically interesting . During the 2020-2021 academic year, University of Michigan - Dearborn handed out 136 bachelor's degrees in electrical engineering. 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. 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. ECE681 Adv Digital Sig Processing 3 Credit Hours. EECS 330: Electromagnetics II. All projects must be undertaken with one or more students under the supervision of the instructor. 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. Design circuits such as switching circuits, power suppliers, amplifiers, oscillators, non-linear circuits. Three lecture hours per week. Nuclear Engineering & Radiological Sciences. Topics include active safety system architecture, enabling technologies for such systems, and future directions. Mathematical models of physical instruments will be introduced. (F,W,S). Channel models, signal generation and reception are explored. Three hours per week. (F,W,S), ECE980 Pre-Cand Dissertation Research 1 to 9 Credit Hours, Full Title: Pre-Candidate Dissertation Research Students will analyze and design filters. 3135935498 (Work) xuanzhou@umich.edu. Similarity and dissimilarity measures in feature space. EECS 373: Introduction to Embedded System Design ( video overview) EECS 381: Object-Oriented and Advanced Programming. (W). 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. 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. Battery management, battery charging, and battery safety will be covered. Case studies and applications. Three lecture hours per week. This university ranks 17th out of 57 schools for overall quality in the state of Michigan. ECE519 Adv Topics in EMC 3 Credit Hours. 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. There were approximately 192 electrical engineering students who graduated with this degree at UM Dearborn in the most recent data year. Three lecture hours per week. Modeling and simulation will also be covered. Dissertation work by a pre-candidate student in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. Please check with the ECE Department prior to registering. Students will use simulation tools to design filters and verify circuit performance. ECE565 Digital Control Systems 3 Credit Hours. Students will gain experience in terms of designing, simulating and implementing electronic circuits and systems. Representation of features in multidimensional space as random vectors. Information engineering applications will be discussed. Standard software engineering documents must be prepared and approved at each phase of the project, and an oral presentation of the project is required. Effect of tolerances of circuit elements on the performance of the circuit behavior will be analyzed. A project will be required. Electrical engineering is one of the broadest of all engineering degrees - allowing students to move into virtually any area of their choosing. Three lecture hours per week. ECE591 Directed Studies 1 to 3 Credit Hours. Principles and characteristics of embedded micro-processors: processor/device interfaces; time critical I/O handling; data communications in embedded environments. Finally, students will work on related applications employing digital signal processors such as speech processing, instrumentation, and image processing. Part of the coursework involves a project concerning the analysis and design of a multimedia-based system. ECE5770 Autonomous UAS 3 Credit Hours, This course will introduce the basic concepts of autonomous unmanned aerial systems. Students should select a minimum of 4 and a maximum of 6 credit hours of courses from other disciplines. I managed the PLM software (Obbligato III) on-site for our US operations. Students will be expected to read research papers and complete a project with actual robots, e.g., TurtleBots. (F, W). The following are suggested specializations. Ann Arbor, MI 48109-2102 +1 (734) 647-7000 . (W), ECE578 Advanced Operating Systems 3 Credit Hours. In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. Three hours per week. 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. The BSE in Electrical Engineering program is accredited by the Engineering Accreditation Commission of ABET, http://www.abet.org/. The basic limitations and alternatives for communications signaling are studied, using appropriate mathematical tools. ECE587 Sel Top:Image Proc/Mach Vision 3 Credit Hours. 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. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. Three lecture hours per week. Michigan Engineering | University of Michigan 1221 Beal Avenue. 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 online students have the opportunity to interact with the instructors and with fellow students (both on campus as well as online) through CANVAS. ECE670 Adv Comp Netwk&WL Comm 3 Credit Hours. Prior to enrollment, a project proposal must be prepared and approved by the instructor and department chair. 2. EECS 334: Principles of Optics. This course addresses the analysis and design of continuous time (analog) and switched-capacitor filters. Three lecture hours per week. 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. This course cannot be taken with ECE500. Final Day to Submit Summer 2023 Graduate Degree Application: April 19. In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. VLSI computer structures. 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 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. Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). ECE580 Digital Signal Processing 3 Credit Hours. Students in RE program must take this course in the first year. ECE5702 High-Speed and Adv Networks 3 Credit Hours. Machine sensing and diagnostic systems. ECE570 Computer Networks 3 Credit Hours. Three hours per week. Including their publications, grants and teaching activities. Characterization of complete and incomplete machines, decomposition and state assignment problems. Three lecture hours per week. 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. This course covers sensor data security and integrity verification and its applications to transportation systems, robotics, IoTs, smart cities, and industrial control systems. II. 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. Algorithms and methods for video and audio processing and effects will be reviewed. Sensing technologies including basic computer vision will be covered. 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. Various hardware and software aspects will be introduces, with particular emphasis on the constraints intrinsic to such system. College of Education, Health, and Human Services, College of Engineering & Computer Science, Automotive Noise, Vibration and Harshness, Electrical, Electronics, and Computer Engineering, Engineering of Electrified Vehicular Systems, Intelligent Systems in Engineering Applications, CollegeofEngineering&ComputerScience, The Regents of the University of Michigan. Applications to smoothing, parameters estimation, prediction, system identification. ECE592 Directed Research 1 to 3 Credit Hours, Special problems centered on developing experimental skills. 4901 Evergreen Road. The College of Engineering and Computer Science (CECS) offers 6 doctoral programs: 4 full-time Ph.D. programs and two Doctor of Engineering (D. Take any two Additional ECE courses at the graduate level. 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. 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. 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. Office of the Provost. Three lecture hours per week. Three lecture hours per week. Students will gain understanding of the language, formalism, and methods of pattern recognition. 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. ECE5252 MM Design Tools II 3 Credit Hours. Examples involving various types of applications (automotive, communications, computers) will be discussed. 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. Term project. The course will also cover basics of cryptography and coding theory. Associate processors. (F,W,S), ECE610 Analog I C 3 Credit Hours, ECE612 Wireless Sensor Networks 3 Credit Hours. This course introduces the architectural fundamentals and features of programmable digital signal processors. (W), ECE644 Advanced Robotics 3 Credit Hours, This course covers advanced topics related to current research in algorithms and artificial intelligence for robotics such as planning and control issues for robotic systems, taking into account the math and algorithms underneath state-of-the-art robotic systems. The topics include: review of information measure; random process and vector description of signals and noise; optimum receiver principles; signaling alternatives; channel capacity; block and convolutional coding; waveform estimation concepts. 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. ECE661 Sys Ident and Adaptive Control 3 Credit Hours. Three lecture hours per week. View the University of Michigan profile of Xuan Zhou. ECE516 Electronic Materials & IC Proc 3 Credit Hours. ECE588 Robot Vision 3 Credit Hours. Study of automotive sensory requirements; types of sensors; available sensors and future needs. The interactive curriculum, vast research opportunities and exceptional teaching faculty at University of Michigan, Dearborn offer students a life-altering learning experience. Dearborn offer students a life-altering learning experience preparatory courses the faculty advisor software ( Obbligato ). 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