From the 1 of 6 linked papers with an AI index.
1 citations · 1 across the 4 of their papers we have counts for
6 papers
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
The paper proposes a stochastic optimization framework using continuous cross‑entropy and Metropolis‑Hastings methods to design reconfigurable intelligent surface (RIS) configurati…
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…
Channel-Aware Holographic Decision Fusion
Domenico Ciuonzo, Alessio Zappone, Marco Di Renzo
This work investigates Distributed Detection (DD) in Wireless Sensor Networks (WSNs) utilizing channel-aware binary-decision fusion over a shared flat-fading channel. A reconfigura…