ADVANCED PROJECTS

May be repeated for up to 6 points of credit. Graduate-level projects in various areas of electrical engineering and computer science. In consultation with an instructor, each student designs his or her project depending on the students previous training and experience. Students should consult with a professor in their area for detailed arrangements no later than the last day of registration.

• Instructor: Shih-Fu Chang
  CULPA: 3 Wikipedia h-index: 122 Info
• Instructor: Javad Ghaderi
  h-index: 17 Info
• Instructor: Christine P Hendon
  Wikipedia h-index: 21 Info
• Instructor: Predrag R Jelenkovic
  CULPA: 1 h-index: 35 Info
• Instructor: Xiaofan Jiang
  h-index: 24 Info
• Instructor: Ethan Katz-Bassett
  h-index: 31 Info
• Instructor: Dion Khodagholy Araghy
  Info
• Instructor: Peter Kinget
  CULPA: 1 h-index: 47 Info
• Instructor: Zoran Kostic
  CULPA: 1 h-index: 24 Info
• Instructor: Harish Krishnaswamy
  Info
• Instructor: Ioannis Kymissis
  CULPA: 4 h-index: 48 Info
• Instructor: Aurel A Lazar
  h-index: 53 Info
• Instructor: Michal Lipson
  CULPA: 1 Wikipedia h-index: 114 Info
• Instructor: Nima Mesgarani
  h-index: 35 Info
• Instructor: Debasis Mitra
  Wikipedia h-index: 61 Info
• Instructor: John W Paisley
  CULPA: 1 Info
• Instructor: Matthias Preindl
  h-index: 26 Info
• Instructor: Mingoo Seok
  h-index: 31 Info
• Instructor: Kenneth Shepard
  CULPA: 2 Wikipedia h-index: 64 Info
• Instructor: Tanvir Ahmed Khan
  Info
• Instructor: Yannis P Tsividis
  CULPA: 4 Wikipedia Info
• Instructor: David G Vallancourt
  CULPA: 28 Info
• Instructor: Wen I Wang
  CULPA: 1 Info
• Instructor: Xiaodong Wang
  CULPA: 15 Info
• Instructor: John Wright
  CULPA: 1 h-index: 44 Info
• Instructor: Charles A Zukowski
  CULPA: 5 Wikipedia Info
• Instructor: Gil Zussman
  CULPA: 3 h-index: 39 Info
• Instructor: Alexander Gaeta
  Wikipedia h-index: 89 Info
• Instructor: Savannah Eisner
  Info
• Instructor: James Anderson
  h-index: 18 Info
• Instructor: Asaf Cidon
  h-index: 20 Info
• Instructor: Xiang Meng
  h-index: 8 Info
• Instructor: Micah Goldblum
  Info
• Instructor: Homayoon Beigi
  Info
• Instructor: Navid Asr
  Info
• 1-4 points

MILLIMETER-WAVE IC DESIGN

Millimeter-Wave IC Design

Principles behind the implementation of millimeter-wave (30GHz-300GHz) wireless circuits and systems in silicon-based technologies. Silicon-based active and passive devices for millimeter-wave operation, millimeter-wave low-noise amplifiers, power amplifiers, oscillators and VCOs, oscillator phase noise theory, mixers and frequency dividers for PLLs. A design project is an integral part of the course.

• Instructor: Harish Krishnaswamy
  Info
• 3 points

Power Management Integrated Circuits

Power Mgmt Integrated Cir

Modern power management integrated circuits (PMIC) design introduced comperhensively. Advanced topics in power management introduced, including linear regulators, digital linear regulators, switch-mode power converters, control schemes for DC-DC converters, compensation methods of DC-DC converters, power losses in DC-DC converters, switched capacitor converters, power converter modeling and simulation, design examples.

• Instructor: Xin Zhang
  Info
• 3 points

LIGHTWAVE DEVICES

Electro-optics: principles; electro-optics of liquid crystals and photo-refractive materials. Nonlinear optics: second-order nonlinear optics; third-order nonlinear optics; pulse propagation and solitons. Acousto-optics: interaction of light and sound; acousto-optic devices. Photonic switching and computing: photonic switches; all-optical switches; bistable optical devices. Introduction to fiber-optic communications: components of the fiber-optic link; modulation, multiplexing and coupling; system performance; receiver sensitivity; coherent optical communications.

• Instructor: Xiang Meng
  h-index: 8 Info
• 3 points

APPLIED QUANTUM OPTICS

An introduction to fundamental concepts of quantum optics and quantum electrodynamics with an emphasis on applications in nanophotonic devices. The quantization of the electromagnetic field; coherent and squeezed states of light; interaction between light and electrons in the language of quantum electrodynamics (QED); optical resonators and cavity QED; low-threshold lasers; and entangled states of light.

• Instructor: Xiang Meng
  h-index: 8 Info
• 3 points

OPTICAL INTERCONNECTS

Introduction to optical interconnects and interconnection networks for digital systems. Fundamental optical interconnects technologies, optical interconnection network design, characterization, and performance evaluation. Enabling photonic technologies including free-space structures, hybrid and monolithic integration platforms for photonic on-chip, chip-to-chip, backplane, and node-to-node interconnects, as well as photonic networks on-chip.

• Instructor: Keren Bergman
  CULPA: 1 Wikipedia h-index: 69 Info
• 3 points

Motor Drive Systems

Principles of electromechanical energy conversion. Overview of electric motor types: DC, induction, and permanent magnet synchronous motors. Power electronic converters and modulation techniques. Torque-speed characteristics, dynamic response, efficiency analysis. Scalar and vector control methods. Motor modeling and simulation. Drive system components and integration. Applications in industrial automation, robotics, and electric vehicles.

• Instructor: Matthias Preindl
  h-index: 26 Info
• 3 points

Topics in Smart Electric Energy

Battery Systems

Selected advanced topics in smart electric energy. Content varies from year to year.

• Instructor: Navid Asr
  Info
• 3 points

Topics in Smart Electric Energy

Selected advanced topics in smart electric energy. Content varies from year to year.

• Instructor: Mohamed Kamaludeen
  Info
• 3 points

Topics in Smart Electric Energy

Selected advanced topics in smart electric energy. Content varies from year to year.

• 3 points

TOPICS DATA-DRIVEN ANAL & COMP

MACH LEARNING IN BIO&INF

Selected advanced topics in data-driven analysis and computation. Content varies from year to year, and different topics rotate through the course numbers 6690 to 6699.

• Instructor: Predrag R Jelenkovic
  CULPA: 1 h-index: 35 Info
• 3 points

TOPICS DATA-DRIVEN ANAL & COMP

Adv VLSI DA & Methodology

Selected advanced topics in data-driven analysis and computation. Content varies from year to year, and different topics rotate through the course numbers 6690 to 6699.

• Instructor: Matthew M Ziegler
  Info
• 3 points

TOPICS DATA-DRIVEN ANAL & COMP

GenAI & Modern Deep Learn

Selected advanced topics in data-driven analysis and computation. Content varies from year to year, and different topics rotate through the course numbers 6690 to 6699.

• Instructor: Micah Goldblum
  Info
• 3 points

COMPUTER COMMUNICATNS NETWORKS

COMPUTER COMMUNCATION NETWORKS

Analytical approach to the design of (data) communication networks. Necessary tools for performance analysis and design of network protocols and algorithms. Practical engineering applications in layered Internet protocols in Data link layer, Network layer, and Transport layer. Review of relevant aspects of stochastic processes, control, and optimization.

• Instructor: Javad Ghaderi
  h-index: 17 Info
• 3 points

INTERNET ECON, ENG & SOCIETY

Mathematical models, analyses of economics and networking interdependencies in the internet. Topics include microeconomics of pricing and regulations in communications industry, game theory in revenue allocations, ISP settlements, network externalities, two-sided markets. Economic principles in networking and network design, decentralized vs. centralized resource allocation, “price of anarchy,” congestion control. Case studies of topical internet issues. Societal and industry implications of internet evolution.

• Instructor: Debasis Mitra
  Wikipedia h-index: 61 Info
• 3 points

TOPICS IN NETWORKING

TPC:NET VIRTUAL & CLOUD COMPUT

Further study of areas such as communication protocols and architectures, flow and congestion control in data networks, performance evaluation in integrated networks. Content varies from year to year, and different topics rotate through the course numbers 6770 to 6779.

• Instructor: Thomas Woo
  Info
• 3 points

TOPICS IN NETWORKING

Massive Content Mining&Di

Further study of areas such as communication protocols and architectures, flow and congestion control in data networks, performance evaluation in integrated networks. Content varies from year to year, and different topics rotate through the course numbers 6770 to 6779.

• Instructor: Anwar I Walid
  CULPA: 1 Info
• 3 points

TOPICS IN SIGNAL PROCESSING

TPC:REINFORCEMENT LEARNING

Advanced topics in signal processing, such as multidimensional signal processing, image feature extraction, image/video editing and indexing, advanced digital filter design, multirate signal processing, adaptive signal processing, and wave-form coding of signals. Content varies from year to year, and different topics rotate through the course numbers 6880 to 6889.

• 3 points

TOPICS IN SIGNAL PROCESSING

CLASS&QUANTUM ERROR COR

• Instructor: Hui Jin
  Info
• 3 points

TOPICS-INFORMATION PROCESSING

TPC:BIG DATA ANALYTICS

Advanced topics spanning electrical engineering and computer science such as speech processing and recognition, image and multimedia content analysis, and other areas drawing on signal processing, information theory, machine learning, pattern recognition, and related topics. Content varies from year to year, and different topics rotate through the course numbers 6890 to 6899. Topic: Big Data Analytics.

• Instructor: Ching-Yung Lin
  h-index: None Info
• 3 points

TOPICS-INFORMATION PROCESSING

DATA CENTER PROCESSING

Advanced topics spanning electrical engineering and computer science such as speech processing and recognition, image and multimedia content analysis, and other areas drawing on signal processing, information theory, machine learning, pattern recognition, and related topics. Content varies from year to year, and different topics rotate through the course numbers 6890 to 6899.

• Instructor: Tanvir Ahmed Khan
  Info
• 3 points

TOPICS-INFORMATION PROCESSING

TPC:QUANTUM COMPUT & COMM

Advanced topics spanning electrical engineering and computer science such as speech processing and recognition, image and multimedia content analysis, and other areas drawing on signal processing, information theory, machine learning, pattern recognition, and related topics. Content varies from year to year, and different topics rotate through the course numbers 6890 to 6899. Topic: Quantum Computing and Communication.

• Instructor: Alexei Ashikhmin
  Info
• 3 points

TPCS-ELEC & COMPUT ENGINEERING

Selected topics in electrical and computer engineering. Content varies from year to year, and different topics rotate through the course numbers 6900 to 6909.

• Instructor: Savannah Eisner
  Info
• 3 points

Topics in Control

This proposed course allows for a variety of potential advanced courses to be taught as part of the proposed concentration on control.

• Instructor: Ilija Hadzic
  Info
• 3 points

Academic Writing and Great Presentations

ACADEMIC WRITING AND PRES

Principles of writing clear and rigorous science texts and giving great presentations. The Writing component focuses on the construction of logical arguments, reporting and interpretation of data, composing process, and strategies for redrafting and editing. Genres include Introductions, Data Commentaries, Results/Discussion, Conclusions, Abstracts, Requests for funding, Research statements, Professional emails, Blogs. The Presentation component looks at development of the presentation story, use of visuals, fluent delivery, asking and responding to questions. Speaking contexts include research talks, lab talks, conference presentations, poster talks, job talks, interviews, industry pitches. Pass/No Pass only, based on completion of assignments and participation in class exercises. 

Credit may not be used to satisfy degree requirements.

• Instructor: Janet Kayfetz
  Info
• 3 points

RESEARCH I

Points of credit to be approved by the department. Requires submission of an outline of the proposed research for approval by the faculty member who is to supervise the work of the student. The research facilities of the department are available to qualified students interested in advanced study.

• Instructor: Dimitris Anastassiou
  Wikipedia Info
• Instructor: Keren Bergman
  CULPA: 1 Wikipedia h-index: 69 Info
• Instructor: Shih-Fu Chang
  CULPA: 3 Wikipedia h-index: 122 Info
• Instructor: Javad Ghaderi
  h-index: 17 Info
• Instructor: Christine P Hendon
  Wikipedia h-index: 21 Info
• Instructor: Predrag R Jelenkovic
  CULPA: 1 h-index: 35 Info
• Instructor: Xiaofan Jiang
  h-index: 24 Info
• Instructor: Ethan Katz-Bassett
  h-index: 31 Info
• Instructor: Dion Khodagholy Araghy
  Info
• Instructor: Peter Kinget
  CULPA: 1 h-index: 47 Info
• Instructor: Zoran Kostic
  CULPA: 1 h-index: 24 Info
• Instructor: Harish Krishnaswamy
  Info
• Instructor: Ioannis Kymissis
  CULPA: 4 h-index: 48 Info
• Instructor: Aurel A Lazar
  h-index: 53 Info
• Instructor: Michal Lipson
  CULPA: 1 Wikipedia h-index: 114 Info
• Instructor: Nima Mesgarani
  h-index: 35 Info
• Instructor: Debasis Mitra
  Wikipedia h-index: 61 Info
• Instructor: John W Paisley
  CULPA: 1 Info
• Instructor: Matthias Preindl
  h-index: 26 Info
• Instructor: Mingoo Seok
  h-index: 31 Info
• Instructor: Kenneth Shepard
  CULPA: 2 Wikipedia h-index: 64 Info
• Instructor: Tanvir Ahmed Khan
  Info
• Instructor: Yannis P Tsividis
  CULPA: 4 Wikipedia Info
• Instructor: David G Vallancourt
  CULPA: 28 Info
• Instructor: Wen I Wang
  CULPA: 1 Info
• Instructor: Xiaodong Wang
  CULPA: 15 Info
• Instructor: John Wright
  CULPA: 1 h-index: 44 Info
• Instructor: Charles A Zukowski
  CULPA: 5 Wikipedia Info
• Instructor: Gil Zussman
  CULPA: 3 h-index: 39 Info
• Instructor: Alexander Gaeta
  Wikipedia h-index: 89 Info
• Instructor: Savannah Eisner
  Info
• Instructor: James Anderson
  h-index: 18 Info
• Instructor: Asaf Cidon
  h-index: 20 Info
• Instructor: Xiang Meng
  h-index: 8 Info
• Instructor: Micah Goldblum
  Info
• 0-6 points

DOCTORAL RESEARCH INSTRUCTION

A candidate for the Eng.Sc.D. degree in electrical engineering must register for 12 points of doctoral research instruction. Registration in ELEN E9800 may not be used to satisfy the minimum residence requirement for the degree.

• Instructor: Christine P Hendon
  Wikipedia h-index: 21 Info
• 3-12 points