A strong foundation the theoretical principles and techniques from science, engineering, and mathematics needed for advanced engineering design and development. 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 Electrical engineering is one of the broadest of all engineering degrees - allowing students to move into virtually any area of their choosing. 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 course discussed the manufacturing of discrete components, integrated circuits, hybrid circuits and modules, advances packages, printed circuit boards, optical components, and MEMS products. ECE679 Adv Intelligent Sys 3 Credit Hours. Three lecture hours per week. Three lectures hours per week. Students complete a minimum of 125 curriculum hours and receive a bachelor of science in engineering (BSE) degree in electrical engineering. This course will cover the basic issues in multimedia security and forensics and is designed to give the student hands-on experience in various aspects of information security and forensic analysis through the various assignments and projects. Object of this course is to introduce current techniques in multimedia communications. Examples involving various types of applications (automotive, communications, computers) will be discussed. Three lecture hours per week. Students will learn about electrical and computer engineering design, computer systems, and computer networking. Effect of tolerances of circuit elements on the performance of the circuit behavior will be analyzed. It will cover battery basics, ultracapacitors, flywheels, and hybrid energy storage concepts. This course addresses advances in reconfigurable computing techniques, design, and research. ECE665 Optimal Control Systems 3 Credit Hours. This course will provide an introduction to computer and human interface and AI, user-interface design from design principles and cognitive perspectives. ECE528 Cloud Computing 3 Credit Hours. A cumulative GPA of 3.0 or higher is required in order to be eligible to receive the MSE (EE) degree. Students will become familiar with the mathematical tools needed for digital signal processing such as the Fourier transform, frequency response, the sampling theorem, and z-transform method. 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. ECE5752 Reconfigurable Computing 3 Credit Hours. 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. This course cannot be taken with ECE500. Electrical Engineering. Due to this, the school was ranked #32 in popularity out of all colleges and universities that offer this degree. EECS at Michigan Established. Projects can be faculty-generated, self-generated, and/or work related. Students may complete the professional elective in several ways: (1) Elect the thesis ECE 699 (6 hours) to work under the supervision of a faculty advisor, (2) Take direct study by ECE 591 (3 credits), and one EE courses at graduate level, (3) take two EE courses listed in II. Three lecture hours per week. Locomotion will cover balance control, footstep planning, walking gait generation, joint space trajectory planning, and human motion tracking. Embedded specification and design techniques. Students are expected to have knowledge of high-level programming language and will be required to accomplish a course project. Three lecture hours per week. 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. This course gives in depth study in advanced technologies in the electrified vehicle powertrain. Topics include cyberspaces, techniques for generating virtual worlds in engineering applications, building blocks of virtual environments including hardware and software. The Master of Engineering (MEng) degree in Electrical and Computer Engineering is designed to serve students pursuing a terminal, professional Master's degree. The online courses utilize video streaming of the lectures given on campus. Phone: 313-593-5030. Students admitted to the program are required to take courses as specified below. 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. Review of probability and random variables. This class includes assignments to reinforce learning and uses industry leading edge hardware to simulate control and monitoring of real world scenarios. This course covers advanced technologies in power electronics with emphasis on hybrid vehicle and renewable applications. Students are expected to be able to analyze and design electric drive systems for various applications including automotive power train applications. A student gets a satisfactory grade if he/she attends at least two research seminars during the course period. 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. 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. A project report and a seminar are required. The focus of this class is on protection of radial fed system, fault studies and arc-flash calculations. ECE587 Sel Top:Image Proc/Mach Vision 3 Credit Hours. Restriction(s): Can enroll if Level is Doctorate or Specialist or Graduate or, ECE5542 Embedded Sig Proc and Control 3 Credit Hours, This course bridges the gap between embedded software engineering principles and theoretical The basic limitations and alternatives for communications signaling are studied, using appropriate mathematical tools. Three lecture hours per week. (F,YR), ECE5545 Sec. The course will focus on vehicular communications and networking, autonomous vehicles and intelligent transportation systems, robotics networks, and smart grids. Students will analyze and design filters. Memory architecture and memory structures of digital signal processors are examined. Fundamentally, electrical engineering deals with the controlled application of electricity to the solution of real problems. The goal of this course is to introduce protecting an electrical system from faults and other concerns in distribution system. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. 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 ECE Department offers an evening program of 30 credit hours, leading to the degree of Master of Science in Engineering (Electrical Engineering). General Curriculum Requirements and Sample Course Sequences Electrical Engineering Core Curriculum Chart Electrical and Computer Engineering 2050 - Institute for Advanced Vehicle Systems Building 4901 Evergreen Road Dearborn, MI 48128 View on Map Phone: 313-593-5420 umd-ecegrad@umich.edu Office Hours Sunday: Closed Monday: 9:00 am-5:00 pm Performance Analysis. 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. 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. Three lecture hours per week. In consultation with a faculty advisor a student will prepare a proposal describing the work to be performed for approval by the department. Final Day to Submit Summer 2023 Graduate Degree Application: April 19. Every electrical engineering school has its own distinct culture and strengths. This course discusses advanced topics in electronics with an emphasis on vehicle applications. Courses in which grades of C- or below are earned cannot be used to fulfill degree requirements. Three lecture hours per week. 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. Course includes lectures and case studies. Core Courses (Select 3 courses from the following), Specialization Courses (Select 3 courses from the following lists). The course has three lecture hours per week. These embedded control networks differ from information technology (IT) networks in that the primary users are not humans, but sensors, actuators, and embedded processors. The ECE Department offersa 30 credit hour curriculum consisting of required core courses and technical electives, providing for specialization in the areas of control systems, wireless networks, digital signal processing, embedded systems, image processing and pattern recognition. Prerequisite(s): ECE478 or CIS450 or IMSE450, ECE579 Intelligent Systems 3 Credit Hours. Edit your . Complete ECE 505 and ECE 510 as directed by the ECE Department if undergraduate degree is not in Electrical Engineering/Computer Engineering disciplines. Various hardware and software aspects will be introduces, with particular emphasis on the constraints intrinsic to such system. Novi, MI. & Sys. ECE5701 Intro to Wireless Comm 3 Credit Hours. Detroit, Michigan, United States. 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. 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. programs accept students for both part-time and full-time study. Three lecture hours per week. Case studies. (W). Case studies and applications. 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. Similarity and dissimilarity measures in feature space. 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