139 citations · 410 across the 9 of their papers we have counts for
9 papers
Feature Selection based on Principal Component Analysis for Underwater Source Localization by Deep Learning
Xiaoyu Zhu, Hefeng Dong, Pierluigi Salvo Rossi +1
In this paper, we propose an interpretable feature selection method based on principal component analysis (PCA) and principal component regression (PCR), which can extract importan…
Wideband Collaborative Spectrum Sensing using Massive MIMO Decision Fusion
I. Dey, D. Ciuonzo, P. Salvo Rossi
In this paper, in order to tackle major challenges of spectrum exploration \& allocation in Cognitive Radio (CR) networks, we apply the general framework of Decision Fusion (DF) to…
Generalized Rao Test for Decentralized Detection of an Uncooperative Target
D. Ciuonzo, P. Salvo Rossi, P. Willett
We tackle distributed detection of a non-cooperative target with a Wireless Sensor Network (WSN). When the target is present, sensors observe an (unknown) deterministic signal with…
Non-colocated Time-Reversal MUSIC: High-SNR Distribution of Null Spectrum
D. Ciuonzo, P. Salvo Rossi
We derive the asymptotic distribution of the null spectrum of the well-known Multiple Signal Classification (MUSIC) in its computational Time-Reversal (TR) form. The result pertain…
Distributed Detection of a Non-cooperative Target via Generalized Locally-optimum Approaches
D. Ciuonzo, P. Salvo Rossi
In this paper we tackle distributed detection of a non-cooperative target with a Wireless Sensor Network (WSN). When the target is present, sensors observe an unknown random signal…
Decision Fusion with Unknown Sensor Detection Probability
Domenico Ciuonzo, Pierluigi Salvo Rossi
In this correspondence we study the problem of channel-aware decision fusion when the sensor detection probability is not known at the decision fusion center. Several alternatives…