179 citations · 183 across the 4 of their papers we have counts for
7 papers
Massive MIMO Radar for Target Detection
Stefano Fortunati, Luca Sanguinetti, Fulvio Gini +2
Since the seminal paper by Marzetta from 2010, the Massive MIMO paradigm in communication systems has changed from being a theoretical scaled-up version of MIMO, with an infinite n…
Scaling up MIMO radar for target detection
Stefano Fortunati, Luca Sanguinetti, Maria Sabrina Greco +1
This work focuses on target detection in a colocated MIMO radar system. Instead of exploiting the classical temporal domain, we propose to explore the spatial dimension (i.e., numb…
Semiparametric Stochastic CRB for DOA Estimation in Elliptical Data Model
Stefano Fortunati, Fulvio Gini, Maria S. Greco
This paper aims at presenting a numerical investigation of the statistical efficiency of the MUSIC (with different covariance matrix estimates) and the IAA-APES Direction of Arriva…
Semiparametric CRB and Slepian-Bangs formulas for Complex Elliptically Symmetric Distributions
Stefano Fortunati, Fulvio Gini, Maria Greco +2
The main aim of this paper is to extend the semiparametric inference methodology, recently investigated for Real Elliptically Symmetric (RES) distributions, to Complex Elliptically…
Reinforcement learning-based waveform optimization for MIMO multi-target detection
Li Wang, Stefano Fortunati, Maria Sabrina Greco +1
A cognitive beamforming algorithm for colocated MIMO radars, based on Reinforcement Learning (RL) framework, is proposed. We analyse an RL-based optimization protocol that allows t…
Asymptotic robustness of Kelly's GLRT and Adaptive Matched Filter detector under model misspecification
S. Fortunati, M. S. Greco, F. Gini
A fundamental assumption underling any Hypothesis Testing (HT) problem is that the available data follow the parametric model assumed to derive the test statistic. Nevertheless, a…