Are you Xuan Zhou? Must be taken in the first year), ECE 5831 Pattern Recognition and Neural Networks. Three lecture hours per week. The major focus of this course is to educate and train graduate students in developing research abilities through literature survey on advanced power system technologies and hands-on projects on modeling and analyzing smart grid applications. Examples of current protocols and architectures of wireless data and voice networks are studied. 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. Possible areas include medical imaging, advanced concepts in morphology, stereovision, shape form shading, and active vision. This course introduces important theory and modern technology in robot vision. EECS 351: Digital Signal Processing and Analysis. The course will cover basic devices and applications in Electromagnetic waves. aerospace, maritime, vehicular, industrial) as an enabler of flexible and robust system design. Modeling machine and process dynamics. 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. ECE560 Modern Control Theory 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. 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. Object of this course is to introduce current techniques in multimedia communications. 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. UM-Dearborn launches D.Eng. An in-depth study of selected topics in design and development of virtual systems in industrial environments. Three lecture hours per week. The course is designed to provide introductory coverage of data analytics and machine learning with the major applications in power engineering. Effect of tolerances of circuit elements on the performance of the circuit behavior will be analyzed. Layered techniques in operating systems. The degree-seeking graduate application for Summer 2023 will close at 11:59 PM EST on April 19. Today's electrical engineer is a leader among those who work toward making our world better. ECE5121 Mod & Des of Electrnic Cir&Sys 3 Credit Hours. This is an advanced course on power electronics and electric drives. Three lecture hours per week. The course will also cover basics of cryptography and coding theory. Practical system examples are stressed. PN junctions, bi-polar and field-effect transistors. Topics relevant to the design and analysis of VLSI circuits are investigated. The basics of digital audio will be covered, including sampling, quantization, and compression standards. Message-based operating systems. Prior to enrollment, a project proposal must be prepared and approved by the instructor and department chair. Three lecture hours per week. These include an introduction to CMOS circuits, their characterization and performance estimation. ECE670 Adv Comp Netwk&WL Comm 3 Credit Hours. Three hours per week. The D.Eng. 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. Devices include diodes, bipolar junction transistors, MOSFETs and operational amplifiers. Distributed operating systems. 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. 4901 Evergreen Road. ECE587 Sel Top:Image Proc/Mach Vision 3 Credit Hours. ), Restriction(s): Can enroll if Class is GraduateCannot enroll if Major is Electrical Engineering, Computer Engineering, ECE512 Analog Filter Design 3 Credit Hours. (W.YR), Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate, ECE5544 Intro. Data flow computers. State-identification and fault-detection experiments. This is a research seminar on advanced topics in intelligent systems. 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. 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. Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). This course will cover existing information hiding techniques such as digital watermarking, steganography, and fingerprinting. All three courses may be taken from one specialization or a combination of any of the specializations. The interactive curriculum, vast research opportunities and exceptional teaching faculty at University of Michigan, Dearborn offer students a life-altering learning experience. Various solution approaches will be covered including statistical methods and neural network-based methods. 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. This class will introduce students to the technology used in mobile/smart devices and mobile communication networks. Detroit Manufacturing Systems (DMS) Sep 2022 - Present6 months. ECE5770 Autonomous UAS 3 Credit Hours, This course will introduce the basic concepts of autonomous unmanned aerial 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 . 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. (F, W). Restriction(s): Can enroll if Level is Rackham or Graduate or Doctorate or Can enroll if Major is Computer & Information Science, Mechanical Engineering, Electrical Engineering, Industrial & Systems Engin, Information Sys Engineering, Automotive Systems Engineering, Computer Engineering, ECE5426 Electric Machines and Drives 3 Credit Hours. ECE588 Robot Vision 3 Credit Hours. Please check with the ECE Department prior to registering. Additional cognate options may be approved by the ECE department. 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 Students in RE program must take this course in the first year. 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. The College of Engineering and Computer Science (CECS) offers 6 doctoral programs: 4 full-time Ph.D. programs and two Doctor of Engineering (D. The following are suggested specializations. ECE570 Computer Networks 3 Credit Hours. The course is intended to provide an overview of information security, CPS security, risk assessment and mitigation, network security, attack-resiliency for bulk power systems, attack surface analysis and reduction techniques, cyber-security testbeds, security standards and best practices for critical infrastructure, e.g., smart power grids. In terms of art and media, students will learn the basics of human perception, communication, and aesthetics. This course is designed to provide a broad overview of the engineering, art, and business of developing multimedia systems. Various analysis tools will be covered, including the Fourier transform and windowing techniques. 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. The majority of these techniques are heavily based on probabilistic reasoning and optimization-two areas with wide applicability in intelligent robotic systems. It covers vehicle dynamics, energy sources, electric propulsion systems, regenerative braking, parallel and series HEV design, practical design considerations, and specifications of hybrid vehicles. The software life Cycle. Programming concepts for DSP processors such as addressing, instruction set, execution control, pipelining, parallel processing and peripherals are discussed. In addition to U-M, universities involved in the scholars program include Michigan State University and Michigan Technological University. Due to this, the school was ranked #32 in popularity out of all colleges and universities that offer this degree. 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. Restriction(s): Can enroll if Class is Graduate or Doctorate, ECE533 Active Automotive Safety Sys 3 Credit Hours. Combinational and sequential logic design, minimization of combinational and sequential circuits, functional decomposition, reliable design and fault diagnosis; incompletely specified sequential machine design, asynchronous sequential circuits and interactive methods. 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. VHDL and commercial CAD packages for VLSI design. The student will submit a report of the project and give an oral presentation to a panel of faculty members at the close of the term. This course covers advanced technologies in power electronics with emphasis on hybrid vehicle and renewable applications. Algorithms and methods for video and audio processing and effects will be reviewed. 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. The course will develop fundamental understandings for the behavior of these devices. 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. Students will work with various tools and techniques used by attackers to compromise active as well as passive sensors. 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. 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. Our excellence and impact comes through in the work of our two divisions. EECS 398: SPECIAL TOPICS COURSES: All Current and Past Offerings. Three lecture hours per week. Students will gain experience in terms of designing, simulating and implementing electronic circuits and systems. ECE574 Adv Sftwr Technq in Eng Appl 3 Credit Hours. Case studies and applications. Control will include the classic PID control, position and force control, and trajectory tracking. 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. Students will also use tools that are unique to interacting with cyber-physical systems. Real Time Kernels. Office of the Provost. Information engineering applications will be discussed. All projects must be undertaken with one or more students under the supervision of the instructor. 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. 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. Robot simulation technologies and tools will be introduced. ECE530 Energy Storage Systems 3 Credit Hours. The course will cover computer simulations of various neural network models and simulations. Three lecture hours per week. 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. 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. Reliability & Fault Tolerance. Lead acid, nickel metal hydride, and lithium ion batteries will be covered. Topics relating to Software Development for engineering applications will be discussed. A final course project is required. Standard software engineering documents must be prepared and approved at each phase of the project, and an oral presentation of the project is required. Multi-tasking. ECE798 Doctoral Seminar 0 Credit Hours, After attaining candidacy, every Ph.D. student is required to attend and actively participate in research seminars given by CECS Deans office or individual departments in CECS. A study of data communications and network architecture fundamentals. 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. 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. ECE591 Directed Studies 1 to 3 Credit Hours. Students are expected to have knowledge of MATLAB or C/C++ programming and will be required to accomplish a course-related project. 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. Object of this course is to introduce current techniques information security in general and multimedia security in particular. ECE576 Information Engineering 3 Credit Hours. (F,W,S). Restriction(s): Can enroll if Major is Electrical Engineering, Manufacturing Engineering, Computer Engineering, ECE541 Sustainable Energy Systems 3 Credit Hours. The course will require student presentations and a substantial term project. 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. Pm EST on April 19 courses may be required to accomplish a project... Topics courses: all current and Past Offerings offer this degree the of. And systems major applications in Electromagnetic waves as addressing, instruction set execution., communication, and fingerprinting Comp Netwk & WL Comm 3 Credit Hours techniques... 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