118 citations · 212 across the 6 of their papers we have counts for
6 papers
Attention-Refined Unrolling for Sparse Sequential micro-Doppler Reconstruction
Riccardo Mazzieri, Jacopo Pegoraro, Michele Rossi
The reconstruction of micro-Doppler signatures of human movements is a key enabler for fine-grained activity recognition wireless sensing. In Joint Communication and Sensing (JCS)…
DISC: a Dataset for Integrated Sensing and Communication in mmWave Systems
Jacopo Pegoraro, Pablo Saucedo, Jesus Omar Lacruz +2
This paper presents DISC, a dataset of millimeter-wave channel impulse response measurements for integrated human activity sensing and communication. This is the first dataset coll…
A CSI Dataset for Wireless Human Sensing on 80 MHz Wi-Fi Channels
Francesca Meneghello, Nicolò Dal Fabbro, Domenico Garlisi +2
In the last years, several machine learning-based techniques have been proposed to monitor human movements from Wi-Fi channel readings. However, the development of domain-adaptive…
JUMP: Joint communication and sensing with Unsynchronized transceivers Made Practical
Jacopo Pegoraro, Jesus O. Lacruz, Tommy Azzino +4
Wideband millimeter-wave communication systems can be extended to provide radar-like sensing capabilities on top of data communication, in a cost-effective manner. However, the dev…
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…
SHARP: Environment and Person Independent Activity Recognition with Commodity IEEE 802.11 Access Points
Francesca Meneghello, Domenico Garlisi, Nicolò Dal Fabbro +2
In this article we present SHARP, an original approach for obtaining human activity recognition (HAR) through the use of commercial IEEE 802.11 (Wi-Fi) devices. SHARP grants the po…