Introduction to the fundamental concepts of data mining including data exploration, pre-and post-processing, OLAP, predictive modeling, association analysis, and clustering. (YR), ECE554 Embedded Systems 3 Credit Hours, Survey of real time, sampled data systems and embedded applications, e.g. (F). (YR), ECE5541 Embedded Networks 3 Credit Hours. Various solution approaches will be covered including statistical methods and neural network-based methods. Three lecture hours per week. Overview of embedded operating systems, cross-development techniques & tools. (W). The following are suggested specializations. Topics include active safety system architecture, enabling technologies for such systems, and future directions. The online students have the opportunity to interact with the instructors and with fellow students (both on campus as well as online) through CANVAS. 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. 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. The College of Engineering and Computer Science (CECS) offers 6 doctoral programs: 4 full-time Ph.D. programs and two Doctor of Engineering (D. Three lecture hours per week. Three lecture hours per week. This course will give students an introduction to power electronics technology, such as converter analysis and design. 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 online courses utilize video streaming of the lectures given on campus. The ECE Department offers an evening program of 30 credit hours, leading to the degree of Master of Science in Engineering (Electrical Engineering). ECE553 Sftware/Hrdware Rapid Protyp 3 Credit Hours, Rapid prototyping technology is primarily aimed at reducing the lead times and costs associated with new product development. 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 The course introduces concepts in protocols and architecture of high-speed and advanced networks with an emphasis on Internet, ATM networks, wireless local area networks, cellular systems and wireless sensor networks. EECS 334: Principles of Optics. (3 credits), and any one ECE course at the graduate level. Thus, the data sets, performance requirements, operational environment, and need for reliability and robustness necessitate a different approach to network design. Phone: 313-593-5030. & Privacy for Smart Grids 3 Credit Hours, Full Course Title: Security and Privacy for Smart Grids ECE586 Digital Image Processing 3 Credit Hours. Robot simulation technologies and tools will be introduced. Integrated circuit processing, bonding and packaging. ECE530 Energy Storage Systems 3 Credit Hours. This course covers the EMC requirements and EMC test methods for large systems. Restriction(s): Cannot enroll if Class is Can enroll if Level is Graduate or DoctorateCannot enroll if Major is, ECE529 Intro to Computer Music 3 Credit Hours. 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 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. Three lecture hours per week. Vehicle power management basic concepts, vehicle propulsion system modeling, vehicle power management approaches (analytical approach, wavelet transform technology, DP&QP, and intelligent systems methods). 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. Making a world of difference. Discussion of design practices used in large installation, including component segregation, cable routing, connectors, grounding, shielding, common impedance coupling, ground planes, screening and suppression. (F). Students may be placed on probation, if their cumulative GPA falls below 3.0. Curriculum requirement sheets and sample course sequences are available through the Office of Advising and Academic Success. Topics include: an overview of embedded processors and microcontrollers, digital signal processors, field programmable gate arrays (FGPAs), sensors and actuators, embedded operating systems including various Linux and Android platforms, and embedded networks. 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. Dr. Xuan Zhou is an associate professor in the department of Electrical and Computer Engineering, University of . 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. Students seeking transfer credit must abide by the criteria for transferring credit for masters programs as outlined on the Request for Graduate Transfer Credit application and in accordance with the campuss Transfer Credit Policy. 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. A team-based term project may be required. This course addresses advances in reconfigurable computing techniques, design, and research. Reliability & Fault Tolerance. Various sound synthesis strategies will be introduced: wave tables, additive synthesis, subtractive synthesis, frequency modulation, and granular synthesis. EECS 330: Electromagnetics II. 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. Students will learn about electrical and computer engineering design, computer systems, and computer networking. Please check with the ECE Department prior to registering. The program may be completed entirely on campus, entirely online, or through a combination of on-campus and online courses. Memory architecture and memory structures of digital signal processors are examined. . Advisory prerequisite: Basic understanding of power systems and machine learning. (Tag: Tools). Industrial and Manufacturing Systems Engineering (IMSE). ECE591 Directed Studies 1 to 3 Credit Hours. The D.Eng. For a complete list of ECE courses please view the Course Descriptions later in this Catalog. Information engineering applications will be discussed. Special topics on product testing, reliability assurance, accelerated reliability testing, product lifetime models, and automotive environments will also be addressed. Students will apply software tools to analyze, design and simulate multirate digital signal processing systems. Machine sensing and diagnostic systems. 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 . Representation of features in multidimensional space as random vectors. Three lecture hours per week. Design circuits such as switching circuits, power suppliers, amplifiers, oscillators, non-linear circuits. ECE588 Robot Vision 3 Credit Hours. Students are expected to have knowledge of high-level programming language and will be required to accomplish a course project. Courses in which grades of C- or below are earned cannot be used to fulfill degree requirements. The BSE in Electrical Engineering program is accredited by the Engineering Accreditation Commission of ABET, http://www.abet.org/. Complete ECE 505 and ECE 510 as directed by the ECE Department if undergraduate degree is not in Electrical Engineering/Computer Engineering disciplines. This course gives in depth study in advanced technologies in the electrified vehicle powertrain. This course will cover existing information hiding techniques such as digital watermarking, steganography, and fingerprinting. Three lecture hours per week. 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 Master of Engineering (MEng) degree in Electrical and Computer Engineering is designed to serve students pursuing a terminal, professional Master's degree. A cumulative GPA of 3.0 or higher is required in order to be eligible to receive the MSE (EE) degree. The Integrative Systems + Design Division offers the opportunity for students to achieve INCOSE certification. In CECS, we are committed to excellence. 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. This class will introduce students to the technology used in mobile/smart devices and mobile communication networks. Properties of electronic materials. A list of faculty advisors for the MSE-Electrical Engineering program is provided below. ECE527 Multimedia Secur & Forensics 3 Credit Hours. The following are suggested specializations. An oral presentation and a final report on the research effort are required for completion. EECS 351: Digital Signal Processing and Analysis. This course provides students with hands-on experience through computer-based simulation projects. Battery management, battery charging, and battery safety will be covered. Are you Xuan Zhou? Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). Project oriented course. Associate processors. It is a project oriented course, with hands-on assignments, group projects and an individual research component. This course introduces the architectural fundamentals and features of programmable digital signal processors. 3135935498 (Work) . Students will be exposed to a broad range of topics including data collection, data processing, and data mining for electrical power systems. Self guided lab assignments. A strong foundation the theoretical principles and techniques from science, engineering, and mathematics needed for advanced engineering design and development. All projects must be undertaken with one or more students under the supervision of the instructor. (F). Three lecture hours per week. This course addresses the basics of computer architecture including central processing architecture, instruction set design, input/output and RAID, main memory, Cache, and virtual memory. UM-Dearborn launches D.Eng. Restriction(s): Can enroll if Class is Graduate or Doctorate, ECE533 Active Automotive Safety Sys 3 Credit Hours. Finally, the requirements of EDV and renewable energy application examples will be explained. Object of this course is to introduce current techniques information security in general and multimedia security in particular. ECE535 Mob Dev & Ubiqys Comp Sys 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. 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. For additional academic information please contact the ECE office. Three lecture hours per week. The basic limitations and alternatives for communications signaling are studied, using appropriate mathematical tools. Exceptions beyond this deadline must have the approval of the program director. Students will work with various tools and techniques used by hackers to compromise computer systems or otherwise interfere with normal operations. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Electrical Engineering, Computer Engineering, ECE514 VLSI Design 3 Credit Hours. Security in general and multimedia security in particular ECE 505 and ECE 510 as directed the! 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