1 citations · 1 across the 7 of their papers we have counts for
7 papers
XAI2CSI: Interpreting CSI with eXplainable AI for Human Activity Recognition
Idio Guarino, Alfredo Nascita, Domenico Ciuonzo +2
Wi-Fi Channel State Information (CSI) has emerged as a key enabler for device-free Human Activity Recognition (HAR), enabling low-cost, unobtrusive sensing using existing communica…
Score-based Fading-Aware Decision Fusion
Domenico Ciuonzo
Distributed detection of an unknown deterministic signal is studied in a wireless sensor network with low-cost nodes. Sensors apply one-bit quantization to noisy observations and t…
A Stochastic Optimization Framework for RIS-Aided Wireless Network Design
Davide Gagliardi, Alessio Zappone, Domenico Ciuonzo +1
Reconfigurable intelligent surfaces (RISs) are a promising technology for improving the spectral and energy efficiency of future wireless networks, which make use of metasurfaces.…
LSTM-Based Power Delay Profile Predictions for Intra-Bus Wireless Propagation
Rajeev Shukla, Atharva Verma, Aniruddha Chandra +8
Longlshort-term memory (LSTM) is a deep learning model that can capture long-term dependencies of wireless channel models and is highly adaptable to short-term changes in a wireles…
Massive MIMO Channel-aware Decision Fusion Aided by Reconfigurable Intelligent Surfaces
Domenico Ciuonzo, Alessio Zappone, Marco Di Renzo +1
This paper investigates channel-aware decision fusion empowered by massive MIMO systems and reconfigurable intelligent surfaces (RIS). By integrating both, we aim to improve goal-o…
Holographic & Channel-Aware Distributed Detection of a Non-cooperative Target
Domenico Ciuonzo, Alessio Zappone, Marco Di Renzo +1
This work investigates Distributed Detection (DD) in Wireless Sensor Networks (WSNs), where spatially distributed sensors transmit binary decisions over a shared flat-fading channe…