The background of Emiliano Dall'Anese is in the broad areas of Optimization Theory, Signal Processing, and Control. The objective of his current research is to advance theory, algorithms, and analysis for optimization, control, and learning of network systems and cyber-physical systems, governed by complex physical, behavioral, and computational interdependencies. Current application domains include power and energy systems, transportation systems, and machine learning.
STATISTICAL ROUTING FOR COGNITIVE RANDOM ACCESS NETWORKS.
Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing / sponsored by the Institute of Electrical and Electronics Engineers Signal Processing Society. ICASSP (Conference).
ECEN 3300 - Linear Systems
Spring 2020 / Spring 2021
Characterization of linear time-invariant systems in time and frequency domains. Continuous time systems are analyzed using differential equations and Laplace and Fourier transforms. Discrete time systems are analyzed using difference equations, Z-transforms and discrete time Fourier transforms. Sampling and reconstruction of signals using the sampling theorem. Applications of linear systems include communications, signal processing, and control systems.
ECEN 5007 - Special Topics
Spring 2018 / Spring 2019
Examines a special topic in Electrical, Computer and Energy Engineering. May be repeated up to 9 total credit hours.
ECEN 5008 - Special Topics
Fall 2018 / Fall 2020
Examines a special topic in Electrical, Computer and Energy Engineering. May be repeated up to 9 total credits.
ECEN 5478 - Online Convex Optimization and Learning
Covers basics of convex optimization, online learning, time-varying optimization, online first-order methods, learning problems over networks, zeroth-order methods, bandit optimization, projection-free methods, distributed methods for online convex optimization. Application domains considered in the course include Machine Learning, Signal Processing, and Data-driven Control. Specific application examples include the Internet of Things, recommendation systems, power systems, sensor networks, and transportation systems. Previously offered as a special topics course. Recommended prerequisite: ECEN 5448.