Amirhossein Ajalloeian, Andrea Simonetto, et al.
ACC 2020
We study the solution of a time-varying optimization problem which is observed, i.e., it is known, only intermittently. We propose three approaches based on the prediction-correction scheme for solving this problem by exploiting splitting methods. We present convergence results in mean to a bounded asymptotical error, and showcase them in a numerical example featuring a regression problem.
Amirhossein Ajalloeian, Andrea Simonetto, et al.
ACC 2020
Venkat Roy, Andrea Simonetto, et al.
Sensors (Switzerland)
Nicola Bastianello, Andrea Simonetto, et al.
ICASSP 2019
Andrea Simonetto
EUSIPCO 2020