96 citations · 118 across the 8 of their papers we have counts for
9 papers
Machine Learning-Based Distributed Authentication of UWAN Nodes with Limited Shared Information
Francesco Ardizzon, Roee Diamant, Paolo Casari +1
We propose a technique to authenticate received packets in underwater acoustic networks based on the physical layer features of the underwater acoustic channel (UWAC). Several sens…
ORACLE: Occlusion-Resilient and Self-Calibrating mmWave Radar Network for People Tracking
Marco Canil, Jacopo Pegoraro, Anish Shastri +2
Millimeter wave (mmWave) radar sensors are emerging as valid alternatives to cameras for the pervasive contactless monitoring of people in indoor spaces. However, commercial mmWave…
A Review of Indoor Millimeter Wave Device-based Localization and Device-free Sensing Technologies and Applications
Anish Shastri, Neharika Valecha, Enver Bashirov +5
The commercial availability of low-cost millimeter wave (mmWave) communication and radar devices is starting to improve the penetration of such technologies in consumer markets, pa…
Millimeter Wave Localization with Imperfect Training Data using Shallow Neural Networks
Anish Shastri, Joan Palacios, Paolo Casari
Millimeter wave (mmWave) localization algorithms exploit the quasi-optical propagation of mmWave signals, which yields sparse angular spectra at the receiver. Geometric approaches…
CoronaSurveys: Using Surveys with Indirect Reporting to Estimate the Incidence and Evolution of Epidemics
Oluwasegun Ojo, Augusto García-Agundez, Benjamin Girault +22
The world is suffering from a pandemic called COVID-19, caused by the SARS-CoV-2 virus. National governments have problems evaluating the reach of the epidemic, due to having limit…
SQLR: Short-Term Memory Q-Learning for Elastic Provisioning
Constantine Ayimba, Paolo Casari, Vincenzo Mancuso
As more and more application providers transition to the cloud and deliver their services on a Software as a Service (SaaS) basis, cloud providers need to make their provisioning s…
A Novel Hyperparameter-free Approach to Decision Tree Construction that Avoids Overfitting by Design
Rafael Garcia Leiva, Antonio Fernandez Anta, Vincenzo Mancuso +1
Decision trees are an extremely popular machine learning technique. Unfortunately, overfitting in decision trees still remains an open issue that sometimes prevents achieving good…
Cooperative Authentication in Underwater Acoustic Sensor Networks
Roee Diamant, Paolo Casari, Stefano Tomasin
With the growing use of underwater acoustic communications (UWAC) for both industrial and military operations, there is a need to ensure communication security. A particular challe…
Fair and Throughput-Optimal Routing in Multi-Modal Underwater Networks
Roee Diamant, Paolo Casari, Filippo Campagnaro +3
While acoustic communications have been considered the prominent technology to communicate under water for several years, other technologies are being developed based, e.g., on opt…