Daniele Franci

Dr. Daniele Franci

VAL-AGF, Istituto Superiore per la Protezione e Ricerca Ambientale (ISPRA), Rome, Lazio, Italy
orcid
Researcher

Research Focus & Metrics

Academic Career Length

15Years (2012-Present)

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

Representative Publications

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29 May 2020 in IEEE Access
Verified
Journal Article
Open access
SASara Adda
Sara Adda
TATommaso Aureli
Tommaso Aureli
SDStefano D'Elia
Stefano D'Elia
Daniele FranciDaniele Franci
Daniele Franci
EGEnrico Grillo
Enrico Grillo
RSRiccardo Suman
Riccardo Suman
This paper presents some theoretical considerations and experimental results regarding the problem of maximum power extrapolation for the assessment of the exposure to electromagnetic fields radiated by 5G base stations. In particular the results of an extensive experimental campaign using an extrapolation procedure recently proposed for 5G signal is discussed and experimentally checked on a SU-MIMO signal. The results confirm the effectiveness of the extrapolation technique. Starting from an analysis (that represents a further novel contribution of this paper) on the impact of Spatial Division Multiple Access techniques used in 5G on the measurement of EMF level, some indications of possible extension of the technique to the highly complex MU-MIMO case are also given.

17 March 2020 in Environments
Verified
Journal Article
Open access
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Daniele FranciDaniele Franci
Daniele Franci
SCStefano Coltellacci
Stefano Coltellacci
EGENRICO GRILLO
ENRICO GRILLO
Settimio PavoncelloSettimio Pavoncello
Settimio Pavoncello
TATommaso Aureli
Tommaso Aureli
Marco Donald MiglioreMarco Donald Migliore
Marco Donald Migliore
The fifth generation (5G) technology has been conceived to cover multiple usage scenarios from enhanced mobile broadband to ultra-reliable low-latency communications (URLLC) to massive machine type communications. However, the implementation of this new technology is causing increasing concern over the possible impact on health and safety arising from exposure to electromagnetic field radiated by 5G systems, making imperative the development of accurate electromagnetic field (EMF) measurement techniques and protocols. Measurement techniques used to assess the compliance with EMF exposure limits are object to international regulation. The basic principle of the assessment is to measure the power received from a constant radio frequency source, typically a pilot signal, and to apply a proper extrapolation factor. This kind of approach is standardized for 2G, 3G, and 4G technologies, but is still under investigation for 5G technology. Indeed, the use of flexible numerologies and advanced Time Division Duplexing (TDD) and spatial multiplexing techniques, such as beam sweeping and Massive Multiple Input Multiple Output (MIMO), requires the definition of new procedures and protocols for EMF measurement of 5G signals. In this paper a procedure for an accurate estimation of the instant maximum power received from a 5G source is proposed. The extrapolation technique is based on the introduction of proper factors that take into account the effect of the TDD and of the sweep beam in the measured value of the 5G signal level. Preliminary experimental investigation, based on code domain measurement of appropriate broadcast channels, and carried out in a controlled environment are reported, confirming the effectiveness of the proposed approach.

24 August 2021 in IEEE Open Journal of the Communications Society
Verified
Journal Article
Open access
Luca ChiaraviglioLuca Chiaraviglio
Luca Chiaraviglio
CLChiara Lodovisi
Chiara Lodovisi
Daniele FranciDaniele Franci
Daniele Franci
Settimio PavoncelloSettimio Pavoncello
Settimio Pavoncello
TATommaso Aureli
Tommaso Aureli
MAMohamed-Slim Alouini
Mohamed-Slim Alouini
We target the problem of performing a large set of measurements over the territory to characterize the exposure from a 5G deployment. Since using a single Spectrum Analyzer (SA) is not practically feasible (due to the limited battery duration), in this work we adopt an integrated approach, based on the massive measurement of 5G metrics with a 5G smartphone, followed by a detailed analysis done with the SA and an ElectroMagnetic Field (EMF) meter in selected locations. Results, obtained over a real territory covered by 5G signal, reveal that 5G exposure is overall very limited for most of measurement locations, both in terms of field strength (up to 0.7 [V/m]) and as share w.r.t. other wireless technologies (typically lower than 15%). Moreover, our approach allows easily spotting measurement outliers, e.g., due to the exploitation of Dynamic Spectrum Sharing (DSS) techniques between 4G and 5G. In addition, the exposure metrics collected with the smartphone are overall a good proxy of the total exposure measured over the whole 5G channel. Moreover, the sight conditions and the distance from 5G base station play a great role in determining the level of exposure. Finally, a maximum of 130 [W] of power radiated by a 5G base station is estimated in the scenario under consideration.

28 June 2021 in IEEE Access
Verified
Journal Article
Open access
MMMarco Donald Migliore
Marco Donald Migliore
Daniele FranciDaniele Franci
Daniele Franci
SPSettimio Pavoncello
Settimio Pavoncello
EGEnrico Grillo
Enrico Grillo
TATommaso Aureli
Tommaso Aureli
FSFulvio Schettino
Fulvio Schettino
5G base stations usually use different beams to transmit broadcast and user data. Moreover the broadcast beam is always “on air”, whilst the traffic beam is not. This represents a problem in Maximum Power Extrapolation (MPE) procedures for exposure assessment. In fact, currently adopted measurement approaches are based on the mere observation of phenomena. Recently, a different approach for MPE has been proposed by Adda et al., 2020, forcing the traffic toward the measuring position by means of a dedicated User Equipment (UE). Consequently, the measurer loses the “passive” role assumed in the approach usually adopted, and acquires an active role forcing the system under test to assume the most suitable configuration. The use of beam-forcing UEs opens new exciting possibilities, since it makes it possible to take advantage of the UE-specific signals for the estimation for the MPE procedure. The aim of this paper is to explore the potential offered by UE-specific data structures within the MPE considering a real case regarding data acquired on a currently operative 5G base station.

29 January 2020 in Electronics
Verified
Journal Article
Open access
PDF file
Daniele FranciDaniele Franci
Daniele Franci
SCStefano Coltellacci
Stefano Coltellacci
EGENRICO GRILLO
ENRICO GRILLO
Settimio PavoncelloSettimio Pavoncello
Settimio Pavoncello
TATommaso Aureli
Tommaso Aureli
Marco Donald MiglioreMarco Donald Migliore
Marco Donald Migliore
The fifth generation mobile network introduces dramatic improvements with respect to the previous technologies. Features such as variable numerology, bandwidth parts, massive Multiple Input Multiple Output (MIMO) and Time Division Duplex (TDD) will extend the capabilities of the 5G wireless systems and, at the same time, will influence the measurement techniques used to assess the compliance with general public electromagnetic field exposure limits. In this study, a heterogeneous set of 5G signals is investigated with the aim of establishing an effective measurement technique suitable for the new technology. Following an experimental approach based on both modulation and zero span analysis, some important characteristics of the 5G system are highlighted and extensively discussed, and experimental procedures for estimating factors associated to TDD (F T D C factor) and beam sweeping (R factor), to be used in the extrapolation formulas, are presented. The results of this study represent a starting point for future investigations on effective methods to estimate both the instant maximum power and the total power transmitted during a 5G radio frame.

21 January 2022 in IEEE Access
Verified
Journal Article
Open access
SAsara adda
sara adda
TATommaso Aureli
Tommaso Aureli
SBSergio Bastonero
Sergio Bastonero
SDStefano D'ELia
Stefano D'ELia
Daniele FranciDaniele Franci
Daniele Franci
MVMattia Vaccarono
Mattia Vaccarono
Maximum-Power Extrapolation (MPE) for mobile telecommunication sources follows an established paradigm based on the identification and measurement of a channel that acts as a power reference. Prior to the 5G era, the role of reference channel has been played by always-on broadcast signals since they had the great advantage of being always transmitted at the maximum power level allowed for a generic signal channel. However, the beamforming implemented by 5G sources obliges us to rethink this approach. In fact, with beamforming the 5G source can transmit data traffic streams through a beam characterized by a much higher gain than the broadcast one. This implies that the detected power for traffic beams could be much higher than the corresponding power of broadcast beams. In this paper, a novel approach for 5G MPE procedure is presented, where the direct measurement of the received power of a traffic beam is used to assess the maximum exposure generated by a 5G system. An innovative specific experimental setup is also proposed, with the use of a User Equipment (UE) with the aim of forcing the traffic beam toward the measurement positions. In this way, it is possible to directly measure the power of each Resource Element (RE) transmitted by the traffic beam. As opposed to other MPE proposals for 5G, the discussed technique does not require any correction of the measured data since it relies only on the traffic beam pointing toward the measurement position, simplifying the overall MPE procedure and thus reducing the uncertainty of the MPE estimated field strength.