no code implementations • 15 Feb 2024 • Khandaker Foysal Haque, Francesca Meneghello, Md. Ebtidaul Karim, Francesco Restuccia
Our intuition is that the transmission of the portion of the video frames where there are no changes with respect to previous frames can be avoided.
no code implementations • 14 Feb 2024 • Kai Wu, Jacopo Pegoraro, Francesca Meneghello, J. Andrew Zhang, Jesus O. Lacruz, Joerg Widmer, Francesco Restuccia, Michele Rossi, Xiaojing Huang, Daqing Zhang, Giuseppe Caire, Y. Jay Guo
Integrated Sensing and Communications (ISAC) has been identified as a pillar usage scenario for the impending 6G era.
no code implementations • 29 Apr 2023 • Francesca Meneghello, Nicolò Dal Fabbro, Domenico Garlisi, Ilenia Tinnirello, Michele Rossi
In the last years, several machine learning-based techniques have been proposed to monitor human movements from Wi-Fi channel readings.
no code implementations • 16 Mar 2023 • Stefano Branchi, Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Francesca Meneghello, Massimiliano Ronzani
Prescriptive Process Monitoring is a prominent problem in Process Mining, which consists in identifying a set of actions to be recommended with the goal of optimising a target measure of interest or Key Performance Indicator (KPI).
1 code implementation • 15 Apr 2022 • Francesca Meneghello, Michele Rossi, Francesco Restuccia
We present DeepCSI, a novel approach to Wi-Fi radio fingerprinting (RFP) which leverages standard-compliant beamforming feedback matrices to authenticate MU-MIMO Wi-Fi devices on the move.
no code implementations • 10 Sep 2021 • Jacopo Pegoraro, Jesus Omar Lacruz, Francesca Meneghello, Enver Bashirov, Michele Rossi, Joerg Widmer
In this work we present RAPID, the first joint communication and radar system based on next-generation IEEE 802. 11ay WiFi networks operating in the 60 GHz band.
1 code implementation • 17 Mar 2021 • Francesca Meneghello, Domenico Garlisi, Nicolò Dal Fabbro, Ilenia Tinnirello, Michele Rossi
SHARP is trained on data collected as a person performs seven different activities in a single environment.
no code implementations • 7 Mar 2020 • Jacopo Pegoraro, Francesca Meneghello, Michele Rossi
We build a system that effectively works with multiple persons concurrently sharing and freely moving within the same indoor space.