Stefano Pisa

Prof. Stefano Pisa

Department of Information Engineering, Electronics and Telecommunications, Sapienza University of Rome
orcid

Research Focus & Metrics

Academic Career Length

32Years (1995-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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14 January 2021 in IEEE Internet of Things Journal
Verified
Journal Article
Closed access
MMMarco Mercuri
Marco Mercuri
GSGiulia Sacco
Giulia Sacco
RHRainer Hornung
Rainer Hornung
PZPeng Zhang
Peng Zhang
HVHubregt J. Visser
Hubregt J. Visser
TTTom Torfs
Tom Torfs
A single-input and single-output (SISO) frequencymodulated continuous wave (FMCW) radar architecture is proposed and in vivo demonstrated for remote two-dimensional (2-D) localization (range and angular information) and vital signs monitoring of multiple subjects. The radar sensor integrates two frequency scanning antennas which allow angular separation and enable determining a 2-D map (range vs. angle) of a room environment from which people can be distinguished from objects and clutter. After technical tests to validate the functionality of the proposed architecture and data processing algorithm, a practical setup was successfully demonstrated to locate human volunteers, at different absolute distances and orientations, and to retrieve their respiratory and heart rate information. Experimental results show that this radar sensor can monitor accurately the vital signs of multiple subjects within typical room settings, reporting maximum mean absolute errors of 0.747 breaths-perminute and 2.645 beats-per-minute respectively for respiration rate and heartbeat. Practical applications arise for Internet of Things (IoT), ambient assisted living, healthcare, geriatric and quarantine medicine, automotive, rescue and security purposes.

20 June 2020 in Sensors
Verified
Journal Article
Open access
PDF file
GSGiulia Sacco
Giulia Sacco
Emanuele PiuzziEmanuele Piuzzi
Emanuele Piuzzi
EPErika Pittella
Erika Pittella
SPStefano Pisa
Stefano Pisa
This work tests the ability of a frequency-modulated continuous wave (FMCW) radar to measure the respiratory rate and the heartbeat of a subject in challenging indoor scenarios. To simulate a realistic configuration for ambient assisted living (AAL) applications, in which the thorax orientation towards the antenna is typically unknown, four different scenarios were considered. Measurements were performed on five volunteers positioned with the chest, left, back, and right side facing the antenna, respectively. The 5.8 GHz radar and the antennas used for the measurements were suitably designed for the considered application. To obtain a low cost and compact system, series-fed arrays were preferred over other antenna topologies. The geometry of the patches was opportunely shaped to reduce the side lobe level (SLL) and increase the bandwidth, thus ensuring good system performances. In all scenarios, the vital signs extracted from the radar signal were compared with the ones collected by a photoplethysmograph and a respiratory belt, used as references. A statistical analysis of the measured data on the different subjects and orientations was performed, showing that the radar was able to measure with high accuracy both the respiratory rate and the heartbeat in all considered configurations.

22 April 2022 in Sensors
Verified
Journal Article
Open access
PDF file
Umair RafiqueUmair Rafique
Umair Rafique
SPStefano Pisa
Stefano Pisa
RCRenato Cicchetti
Renato Cicchetti
OTOrlandino Testa
Orlandino Testa
Marta CavagnaroMarta Cavagnaro
Marta Cavagnaro
Microwave imaging is an active area of research that has garnered interest over the past few years. The main desired improvements to microwave imaging are related to the performances of radiating systems and identification algorithms. To achieve these improvements, antennas suitable to guarantee demanding requirements are needed. In particular, they must operate in close proximity to the objects under examination, ensure an adequate bandwidth, as well as reduced dimensions and low production costs. In addition, in near-field microwave imaging systems, the antenna should provide an ultra-wideband (UWB) response. Given the relevance of the foreseen applications, many UWB antenna designs for microwave imaging applications have been proposed in the literature. In this paper, a comprehensive review of different UWB antenna designs for near-field microwave imaging is presented. The antennas are classified according to the manufacturing technology and radiative performances. Particular attention is also paid to the radiation mechanisms as well as the techniques used to reduce the size and improve the bandwidth.

22 November 2013 in Physics in Medicine & Biology
Verified
Journal Article
Open access
Marta CavagnaroMarta Cavagnaro
Marta Cavagnaro
EPErika Pittella
Erika Pittella
SPStefano Pisa
Stefano Pisa
In this paper the propagation of a UWB pulse into a layered model of the human body is studied to characterize absorption and reflection of the UWB signal due to the different body tissues. Several time behaviours for the incident UWB pulse are considered and compared with reference to the feasibility of breath and heartbeat activity monitoring. Results show that if the UWB source is placed far from the human body, the reflection coming from the interface between air and skin can be used to detect the respiratory activity. On the contrary, if the UWB source is placed close to the human body, a small reflection due to the interface between the posterior lung wall and the bone, which is well distanced in time from the reflections due to the first layers of the body model, can be used to detect lung and heart changes associated with the cardio-respiratory activity.

12 August 2020 in Sensors
Verified
Journal Article
Open access
PDF file
Emanuele PiuzziEmanuele Piuzzi
Emanuele Piuzzi
SPStefano Pisa
Stefano Pisa
EPErika Pittella
Erika Pittella
LPLuca Podestà
Luca Podestà
Silvia SangiovanniSilvia Sangiovanni
Silvia Sangiovanni
Unobtrusive and continuous monitoring of vital signs is becoming more and more important both for patient monitoring in the home environment and for sports activity tracking. Even though many gadgets and clinical systems exist, the need for simple, low-cost and easily applicable solutions still remains, especially in view of a more widespread use within everyone’s reach. The paper presents a fully wearable and wireless sensorized belt, suitable to simultaneously acquire respiratory and cardiac signals employing a single acquisition channel. The adopted method relies on a 50-kHz current injected in the subject thorax through a couple of textile electrodes and on envelope detection of the trans-thoracic voltage acquired from a couple of different embedded electrodes. The resulting signal contains both the baseband electrocardiogram (ECG) signal and the trans-thoracic impedance signal, which encodes respiratory acts. The two signals can be easily separated through suitable filtering and the cardio–respiratory rates extracted. The proposed solution yields performances comparable to those of a spirometer and a two-lead ECG. The whole system, with a realization cost below 100 €, a wireless interface, and several hours (or even days) of autonomy, is a suitable candidate for everyday use, especially if complemented by motion artifact removal techniques, currently under implementation.

19 December 2018 in IEEE Sensors Journal
Verified
Journal Article
Closed access
Emanuele PiuzziEmanuele Piuzzi
Emanuele Piuzzi
SPStefano Pisa
Stefano Pisa
EPErika Pittella
Erika Pittella
LPLuca Podesta
Luca Podesta
SSSilvia Sangiovanni
Silvia Sangiovanni