Giulia Sacco

Dr. Giulia Sacco

IETR (Institut d’Électronique et des Technologies du Numérique), Université de Rennes, Rennes, France
orcid

Research Focus & Metrics

Academic Career Length

10Years (2017-Present)

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

Representative Publications

View All Publications
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.

20 January 2023 in IEEE Access
Verified
Journal Article
Open access
KLKun Li
Kun Li
SKSachiko Kodera
Sachiko Kodera
DPDragan Poljak
Dragan Poljak
YDYinliang Diao
Yinliang Diao
KSKensuke Sasaki
Kensuke Sasaki
AHAkimasa Hirata
Akimasa Hirata
International organizations have collaborated to revise standards and guidelines for human protection from exposure to electromagnetic fields. In the frequency range of 6–300 GHz, the permissible spatially averaged epithelial/absorbed power density, which is primarily derived from thermal modeling, is considered the basic restriction. However, for the averaging methods of the epithelial/absorbed power density inside human tissues, only a few groups have presented calculated results obtained using different exposure conditions and numerical methods. Because experimental validation is extremely difficult in this frequency range, this paper presents the first intercomparison study of the calculated epithelial/absorbed power density inside a human body model exposed to different frequency sources ranging from 10–90 GHz. This intercomparison aims to clarify the difference in the calculated results caused by different numerical electromagnetic methods in dosimetry analysis from 11 research groups using planar skin models. To reduce the comparison variances caused by various key parameters, computational conditions (e.g., the antenna type, dimensions, and dielectric properties of the skin models) were unified. The results indicated that the maximum relative standard deviation (RSD) of the peak spatially averaged epithelial/absorbed power densities for one- and three-layer skin models were less than 17.49% and 17.39%, respectively, when using a dipole antenna as the exposure source. For the dipole array antenna, the corresponding maximum RSD increased to 32.49% and 42.55%, respectively. Under the considered exposure scenarios, the RSD in the spatially averaged epithelial/absorbed power densities decreased from 42.55% to 16.7% when the frequency was increased from 10–90 GHz. Furthermore, the deviation from the two equations recommended by the exposure guidelines for deriving the spatially averaged epithelial/absorptive power density was mostly within 1 dB. The fair agreement in the intercomparison results demonstrates that the variances of the spatially averaged epithelial/absorbed power densities calculated using planar skin models are marginal.

1 June 2018
Verified
Conference Paper
Closed access
GSGiulia Sacco
Giulia Sacco
EPE. Pittella
E. Pittella
EPE. Piuzzi
E. Piuzzi
SPS. Pisa
S. Pisa
This paper presents the study of a radar system for indoor human localization and vital signs monitoring. The article illustrates different solutions including linear frequency-modulated continuous-wave (FMCW) mode and recently proposed hybrid schemes, combining FMCW and continuous-wave (CW) interferometry modes. A new operating modality based on the use of the phase variations of the demodulated FMCW signal is also proposed. The presented schemes have been investigated theoretically and simulations have been performed to analyse and compare different algorithms needed to extract distance and breathing information. A radar system working in the 24 GHz ISM band with a bandwidth of 250 MHz has been realised. The sensor is based on the Infineon BGT24MTR11 integrated circuit. As transmitting and receiving antennas an appropriately designed serial array of patch antennas and commercial horns have been used. A series of experiments to evaluate the ability of the radar to estimate both the position of a target and its small displacements have been carried out. Maximum registered errors are about 6 cm in range measurement and 30 μm in small movements. All the obtained results are in good agreement with simulations performed with a MatlabTM code reproducing the experimental scenario.

17 February 2021 in Scientific Reports
Verified
Journal Article
Open access
PDF file
GSGiulia Sacco
Giulia Sacco
SPStefano Pisa
Stefano Pisa
MZMaxim Zhadobov
Maxim Zhadobov
With the development of 5th generation (5G) mobile networks people of different ages will be exposed in the upper part of the microwave spectrum. From the perspective of non-ionizing radiation dosimetry, an accurate analysis of age-dependent electromagnetic power deposition and resulting heating is required. In this study, we evaluate the effect of age on exposure at 26 GHz and 60 GHz. A near-surface tissue model illuminated by a plane wave is used to asses the exposure considering both frequency-independent and frequency-dependent limits. The age-related variation of the skin thickness and tissue electromagnetic properties has been considered. Moreover, the blood flow decrease rate has been taken into account to assess the age-dependent heating. Our results demonstrate that the overall variations of the power density, specific absorption rate (SAR) and heating in the near-surface tissues are limited to about 10–15%. These variations are mainly due to the tissue permittivity and blood flow change with age. In contrast to the transmitted power density that increases with age, the peak SAR decreases at both frequencies. The peak steady-state heating increases from 5 to 70 years old by roughly 11% at 26 GHz and 13% at 60 GHz.

6 November 2023 in IEEE Transactions on Antennas and Propagation
Verified
Journal Article
Closed access
PVPratik Vadher
Pratik Vadher
GSGiulia Sacco
Giulia Sacco
Denys NikolayevDenys Nikolayev
Denys Nikolayev
This paper proposes a dual-band frequency scanning meandering microstrip leaky-wave antenna with linear polarization in the Ku-band and circular polarization in the K-band. This is achieved by making use of two spatial harmonics for radiation. The unit cell of the periodic microstrip antenna contains three meanders with mitred corners. To ensure circular polarization, a theoretical formulation is developed taking into account the delay caused by the microstrip length intervals. It defines the unit cell geometry by determining the length of the meanders to ensure that axial ratio remains below 3 dB throughout the operational band. Moreover, the meanders are used to provide better control over scanning rate (the ratio of change of angle of maximum radiation with frequency) and reduce spurious radiation of harmonics by ensuring single harmonic operation within the operational band. To guarantee continuous scanning through broadside direction, open stopband is suppressed using mitered angles. The antenna is designed on a 0.254-mm substrate making it suitable for conformal applications. The fabricated antenna shows a backward to forward beam steering range of 72° (-42° to 30°) in the K-band (19.4-27.5 GHz) with circular polarization and of 75° (-15° to 60°) in the Ku-band (11-15.5 GHz) with linear polarization.