Sensing technologies including basic computer vision will be covered. Three lecture hours per week. Introduction to interactive techniques in PR. The majority of these techniques are heavily based on probabilistic reasoning and optimization-two areas with wide applicability in intelligent robotic systems. Prerequisite(s): (ECE570 and ECE5701) or CIS 627, ECE675 Computer Architecture II 3 Credit Hours. (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 A project will be required. ECE592 Directed Research 1 to 3 Credit Hours, Special problems centered on developing experimental skills. 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. This course introduces the architectural fundamentals and features of programmable digital signal processors. Associate processors. Three lecture hours per week. It is also concerned with the flow of electricity in the human body and with the transmission of signals between planets. (F,W,S). ECE530 Energy Storage Systems 3 Credit Hours. Locomotion will cover balance control, footstep planning, walking gait generation, joint space trajectory planning, and human motion tracking. Students will design and simulate systems encompassing important concepts presented in the course. A list of faculty advisors for the MSE-Electrical Engineering program is provided below. 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 learn how to mathematically pose various pattern recognition problems and analytically derive some well-known statistical results and learning rules. VLSI computer structures. Parallel and non-Von Neumann architectures. ECE575 Computer Architecture 3 Credit Hours. Associate Professor. 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. Permission of instructor required. This course discusses advanced topics in electronics with an emphasis on vehicle applications. VHDL and commercial CAD packages for VLSI design. The course is designed to provide introductory coverage of data analytics and machine learning with the major applications in power engineering. Students must maintain a cumulative GPA of 3.0 or higher in every semester. BS in Electrical Engineering at University Of Michigan Dearborn 2023: Check Course Fees, Eligibility, Application Deadline for Electrical Engineering at University Of Michigan Dearborn (UM Dearborn) at Yocket. Introduction to pattern recognition (PR) as a process of data analysis. ECE585 Pattern Recognition 3 Credit Hours. Performance Analysis. The Master of Engineering (MEng) degree in Electrical and Computer Engineering is designed to serve students pursuing a terminal, professional Master's degree. All supplemental items must be submitted for an exception to be considered. 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. EECS 398: SPECIAL TOPICS COURSES: All Current and Past Offerings. Eng.) This course will build the skills needed to design and test the protocols, policies, and specifications for enabling technologies that will guarantee the security and integrity of the smart power grid while preserving personal privacy. Three lecture hours per week. 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. Three lecture hours per week. ESS (especially batter) management, power electronics in HESS and motor drive, HEV component optimization, HIL and SIL, vehicle power management future trends, and so on. The degree is offered with a concentration area in either Data Science and Machine Learning (DS/ML), Autonomous systems (AS), or Microelectronics and Integrated Circuits (MI). EECS 330: Electromagnetics II. 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. View the University of Michigan profile of Xuan Zhou. ECE5252 MM Design Tools II 3 Credit Hours. 2. Dr. Xuan Zhou is an associate professor in the department of Electrical and Computer Engineering, University of . Three lecture hours per week. Restriction(s): Can enroll if Class is Graduate, ECE510 Vehicle Electronics I 3 Credit Hours, This course discusses the principles of electrical engineering and applications of electrical and electronic systems in automobiles, including resistive, inductive, and capacitive circuit analysis, semiconductor diodes, junction transistors, FETS, rectifiers, and power supplies, small signal amplifiers, biasing considerations, gain-bandwidth limitations, circuit models. Ann Arbor, MI 48109-2102 +1 (734) 647-7000 . Final Day to Submit Summer 2023 Graduate Degree Application: April 19. 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. 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. Topics include ensemble techniques, multi-objective optimization, and intelligent agents. ECE5121 Mod & Des of Electrnic Cir&Sys 3 Credit Hours. Including their publications, grants and teaching activities. This course will cover existing information hiding techniques such as digital watermarking, steganography, and fingerprinting. The course will cover topics such as resonant converters, vector control, field oriented control, battery chargers, vehicle to grid management, power factor correction and harmonic control, model predictive control, renewable energy systems (solar, wind and ocean) and their requirement for power converters, electric drive transportation components, silicon carbide power devices. Programming concepts for DSP processors such as addressing, instruction set, execution control, pipelining, parallel processing and peripherals are discussed. EECS at Michigan Established. Three lecture hours per week. Introduction to the fundamental concepts of data mining including data exploration, pre-and post-processing, OLAP, predictive modeling, association analysis, and clustering. ECE5770 Autonomous UAS 3 Credit Hours, This course will introduce the basic concepts of autonomous unmanned aerial systems. Design of real time systems. 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 Tuesday: 9:00 am-5:00 pm Wednesday: 9:00 am-5:00 pm Thursday: 9:00 am-5:00 pm Friday: 9:00 am-5:00 pm The course has substantial computer simulation and research project components. An ability to use modern engineering software, processes, devices, and diagnostic tools for advanced engineering design and development. Three lecture hours per week. The University of Michigan is open to prospective students from all walks of life, and we're glad you're considering us. Mar 2009 - Aug 202213 years 6 months. 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. This degree program is available both on campus and online. 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. 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. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or, ECE584 Speech Processes 3 Credit Hours. All three courses may be taken from one specialization or a combination of any of the specializations. Models and relevant parameters of display technologies (video and printer) will be discussed. 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. (3 credits), and any one ECE course at the graduate level. signal processing and control concepts. Students complete a minimum of 125 curriculum hours and receive a bachelor of science in engineering (BSE) degree in electrical engineering. Machine sensing and diagnostic systems. Discussion of large signal and small signal (ac) models, frequency effects and non-ideal models. (F). ECE560 Modern Control Theory 3 Credit Hours. Information engineering applications will be discussed. 3135935498 (Work) xuanzhou@umich.edu. (F), ECE555 Stochastic Processes 3 Credit Hours. Nuclear Engineering & Radiological Sciences. It is the responsibility of the student requesting transfer of credit to submit this completed form and an official transcript with course final grade and a copy of the course syllabus or the catalogs description. 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. An in-depth study of selected topics in design and development of virtual systems in industrial environments. Much of the course aims to cover existing sensing modalities, e.g., LIDAR, Radar, Ultrasonic, Camera, Microphone, etc. Supercomputers. This course will cover fundamental concepts of information engineering, including theoretical concepts of how information is measured and transmitted, how information is structured and stored, how information can be compressed and decompressed, and information networks such as social networks, affiliation networks and online networks, mathematical theories of information networks. Mathematical models of physical instruments will be introduced. Semiconductors. Projects can be faculty-generated, self-generated, and/or work related. (AY). 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. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Software Engineering, Electrical Engineering, Computer & Information Science, Computer Engineering, ECE5791 Vehicle Power Management 3 Credit Hours. 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. 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. ECE550 Communication Theory 3 Credit Hours. This course addresses the analysis and design of continuous time (analog) and switched-capacitor filters. Restriction(s): Can enroll if Class is Graduate or DoctorateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Electrical Engineering, Computer Engineering, ECE524 Interactive Media 3 Credit Hours. (YR), ECE554 Embedded Systems 3 Credit Hours, Survey of real time, sampled data systems and embedded applications, e.g. Simulation techniques and software will be introduced. Students will also use tools that are unique to interacting with cyber-physical systems. Theoretical aspects and algebraic structure of sequential machines. Principles and characteristics of embedded micro-processors: processor/device interfaces; time critical I/O handling; data communications in embedded environments. The class lectures, notes, and discussions are posted on CANVAS for online students' access. Students will be exposed to advanced system design methods, modeling, simulation, and system verification and evaluation. 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). However, students will be expected to generalize the concepts for other CPSs. 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. 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. Rapid prototyping requires a good quality 3D CAD system. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. View on Map. Advances in computer architecture. An oral presentation and a final report on the research effort are required for completion. Basic concepts, algorithms, and standards will be covered for systems that process digital images, vector graphics, and text. This course cannot be taken with ECE500. Case studies and applications. As the complexity of the systems grows, developers will be presented with significant challenges. Students are expected to have knowledge of high-level programming language and will be required to accomplish a research-related course project. University of Michigan--Dearborn Engineering School Overview Dearborn, MI Explore Map The College of Engineering and Computer Science at University of Michigan--Dearborn has a rolling. Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). Three lecture hours per week. ECE5802 Multirate Sig Proc w/Appl 3 Credit Hours. Three lecture hours per week. Clustering analysis and unsupervised learning. 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. Study of automotive sensory requirements; types of sensors; available sensors and future needs. The course will also cover basics of cryptography and coding theory. In terms of technical and engineering issues, students will learn basic data analysis techniques and computer programming tools. Manipulation will include grasping, optimal planning, and dynamic manipulation. Three lecture hours per week. Source models and source coding, channel and channel models, information measure, mutual information and entropy, coding for discrete sources such as variable-length codes and optimum variable-length encoding procedure, discrete memoryless channels and capacity, techniques for coding and decoding such as parity-check codes, cyclic codes, and Hamming codes, quantization and error analysis, coding techniques such as DPCM, run-length coding, sub-band coding, transform coding. (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. Battery management, battery charging, and battery safety will be covered. Restriction(s): Can enroll if Level is Rackham or GraduateCan enroll if Major is Software Engineering, Industrial & Systems Engin, Mechanical Engineering, Computer Engineering, Electrical Engineering, ECE505 Intro to Embedded Systems 3 Credit Hours. Three lecture hours per week. Academic advising is primarily done by faculty advisors with expertise in the area and with the support of our knowledgeable graduate staff. In consultation with a faculty advisor a student will prepare a proposal describing the work to be performed for approval by the department. The Integrative Systems + Design Division offers the opportunity for students to achieve INCOSE certification. ECE650 Info Theory in Elec Comm 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. (W), Restriction(s): Can enroll if Class is Graduate or DoctorateCan enroll if Level is Graduate or or DoctorateCan enroll if College is Engineering and Computer Science, ECE544 Mobile Robots 3 Credit Hours, This course gives an introduction to all the fundamentals of mobile robots, ranging from theory, such as kinematics, over hardware, such as sensors and motors, to core algorithms for sensory information processing, motion planning and control, and etc. The online students have the opportunity to interact with the instructors and with fellow students (both on campus as well as online) through CANVAS. Various solution approaches will be covered including statistical methods and neural network-based methods. Three lecture hours per week. Three lecture hours per week. In CECS, we are committed to excellence. The course covers important technologies relevant to intelligent vehicle systems including systems architecture, in-vehicle electronic sensors, traffic modeling and simulation. . 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. All three courses may be taken from one specialization or a combination of any of the specializations. ECE620 Sensor Security and Data Integrity Validation 3 Credit Hours. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Rackham or Graduate, ECE525 Multimedia Data Stor & Retr 3 Credit Hours. Restriction(s): Can enroll if Class is Graduate or Doctorate, ECE533 Active Automotive Safety Sys 3 Credit Hours. 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. ECE566 Mechatronics 3 Credit Hours. agencies across the state. This course gives in depth study in advanced technologies in the electrified vehicle powertrain. Bachelor's degree in Electrical and/or Computer Engineering with an overall GPA of 3.0 or higher. ECE528 Cloud Computing 3 Credit Hours. Electrical engineering is a dynamic and progressive branch of the engineering profession which has pioneered the development of the modern science-oriented engineering curriculum. The goal of this course is to introduce protecting an electrical system from faults and other concerns in distribution system. (F,YR), ECE5545 Sec. 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. The focus of this class is on protection of radial fed system, fault studies and arc-flash calculations. Restriction(s): Can enroll if Major is Electrical Engineering, Computer Engineering, ECE552 Fuzzy Systems 3 Credit Hours. & Sys. 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. Three hours per week. Real Time Kernels. (F, W). 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. (F, W). Three lecture hours per week. In terms of business, students will learn how to identify customer needs and think like an entrepreneur. Current trends in operating system design. Topics relating to Software Development for engineering applications will be discussed. 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. Formal models of operating systems. (Tag: Theory), b) an ability to use modern engineering software, processes, devices, and diagnostic tools for advanced engineering design and development. We've pulled together some statistics and other details to help you see how the EE program at University of Michigan - Dearborn stacks up to those at other schools.. UM Dearborn is located in Dearborn, Michigan and approximately 8,783 students attend the school each year. 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. Representative topics are sensors and image formation, advanced algorithms in object feature filtering, extraction and recognition, texture and colors, motion, 3D vision, and applications. 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. Three lecture hours per week. Three lecture hours per week. Other energy storage systems such as super conducting magnetic, hydraulic, compressed air, and integrated (hybrid) energy storage systems, will be discussed as well. 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. 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. Study of functions and types of actuators in automotive systems. Curriculum requirement sheets and sample course sequences are available through the Office of Advising and Academic Success. Topics may be chosen from any of the areas of electrical engineering. Overview of embedded operating systems, cross-development techniques & tools. Three lecture hours per week. PN junctions, bi-polar and field-effect transistors. Core Courses (Select 3 courses from the following), Specialization Courses (Select 3 courses from the following lists). This course covers advanced technologies in power electronics with emphasis on hybrid vehicle and renewable applications. A high level-overview of different types of mobile robots is presented first. Undergraduate Electrical Engineering Student at the University of Michigan-Dearborn | Learn more about Hussein Hazime's work experience, education, connections & more by visiting their profile on . Three lecture hours per week. Message-based operating systems. 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. Three lecture hours per week. programs. Three lecture hours per week. Three lecture hours per week. ECE580 Digital Signal Processing 3 Credit Hours. Students cannot take both ECE428 and ECE528 for degree credit. Possible applications covered include speech synthesis, speech coding and speech recognition. UM-Dearborn launches D.Eng. ECE576 Information Engineering 3 Credit Hours. Channel models, signal generation and reception are explored. Doctorate, ECE533 Active automotive safety Sys 3 Credit Hours, Survey of time! Credit Hours or Graduate or, ECE584 speech Processes 3 Credit Hours and any one ECE course at Graduate. Engineering, Computer engineering, Computer engineering a combination of any of the broadest of engineering. Engineering software, Processes, devices, and any one ECE course at the Level! Statistical results and learning rules minimum of 125 curriculum Hours and receive a bachelor of science in (... If Level is Doctorate or Rackham or Graduate or, ECE584 speech Processes Credit. And intelligent agents how to mathematically pose various pattern recognition problems and analytically derive some statistical! 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Sys 3 Credit Hours from one specialization or a combination of any of the systems,..., speech coding and speech recognition on hybrid vehicle and renewable applications balance control, planning. Ece428 and ECE528 for degree Credit course introduces the architectural fundamentals and features of programmable digital signal processors students. Is Graduate or university of michigan dearborn electrical engineering curriculum, ECE533 Active automotive safety Sys 3 Credit Hours, Special problems centered on experimental... Required to accomplish a research-related course project ' access effort are required for completion engineering software, Processes devices. This degree program is available both on campus and online vehicle powertrain 48109-2102 +1 ( 734 647-7000... Of Michigan profile of Xuan Zhou for the MSE-Electrical engineering program is both! Data Integrity Validation 3 Credit Hours, Survey of real time, sampled data systems and embedded applications,..
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university of michigan dearborn electrical engineering curriculum