April 11, 2016
EE-520
Estimation of spectral densities for single and multiple time series. Nonparametric estimation of spectral density, cross-spectral density, and coherency for stationary time series, real and complex spectrum techniques. Bispectrum. Digital filtering techniques. Aliasing, prewhitening. Choice of lag windows and data windows. Use of the fast Fourier transform. The parametric autoregressive spectral density estimate for single…
EE-519
Computer systems for acquisition and processing of stochastic signals. Calculation of typical descriptors of such random processes as correlation functions, spectral densities, probability densities. Interpretation of statistical measurements made on a variety of physical systems (e.g., electrical, mechanical, acoustic, nuclear). Lecture plus laboratory.
EE-578
Covers convex sets, separation theorems, theorem of alternatives and their applications, convex analysis, convex functions, conjugation, subgradients, convex optimization, duality and applications, linear and semi-definite programming. Linear matrix inequalities, optimization algorithms, applications in system theory and control, bilinear, rank minimization, optimization software. Offered: jointly with A A 578/M E 578; W.
EE-575
Introduces radar remote sensing. Covers the fundamentals of radar systems, monostatic and bistatic topologies, radar equation, range-time diagram; ambiguity function, pulse compression, elementary estimation and detection theory, spectrum estimation for underspread and overspread targets; interferometry, source imaging; and Time Difference of Arrival, Aperture Synthesis (SAR and ISAR).
EE-571
Planar microstrip structures are high frequency circuits and antennas used in communication, aerospace and computer industries. Examines the computation of fields and waves in such structures. How to calculate circuit parameters and radiation characteristics. Structures studied include microstrip lines, coupled lines, antennas, resonators, and discontinuities.
EE-567
Wireless communication networks, including digital broadcasting, wireless LAN, wireless access networks and ultra wide band (UWB); OFDM modem design; dirty-paper coding; MAC and RLP; TCP/UDP over wireless; multi-radio networks; cross-layer protocol optimization; radio network planning.
EE-559
Topics of current interest in electrical power and energy devices and systems. Content varies from year to year, based on current professional interests of faculty member in charge.
EE-556
Discusses the models of the various components of an electricity grid and how they are combined into a set of equations that can be used to analyze the grid under normal, steady state conditions, as well as to calculate fault currents and assess its transient stability.
EE-552
Advanced computer modeling and analysis of power systems. Application of modern systems and control theories.
EE-549
Fundamentals of state estimation for linear and nonlinear systems. Discrete and continuous systems. Probability and stochastic systems theory. Models with noise. Kalman-Bucy filters, extended Kalman filters, recursive estimation. Numerical issues in filter design and implementation.
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