Domenico Di Grazia

Dr. Domenico Di Grazia

orcid

Research Focus & Metrics

Academic Career Length

5Years (2022-Present)

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

Representative Publications

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4 July 2022
Verified
Conference Paper
Closed access
Domenico Di GraziaDomenico Di Grazia
Domenico Di Grazia
FPFabio Pisoni
Fabio Pisoni
GGGiovanni Gogliettino
Giovanni Gogliettino
SASimone Ardiero
Simone Ardiero
GAGiuseppe Avellone
Giuseppe Avellone
Among on-board sensors, the Global Navigation Satellite System (GNSS) receiver plays a key role because of its unique capability of absolute and precise localization. Autonomous vehicles guidance and assistance, resilient timing and an increased demand for higher safety levels are motivating a rapid evolution toward multi-band GNSS receivers in the automotive (and industrial) segments. Triple-band GNSS has gained interest in the past years and found application in professional receivers and reference stations, mostly because of faster carrier-phase ambiguity resolution, stronger integrity constraints over linear combinations and higher signal availability for Real-Time Kinematic (RTK) algorithms. The deployment of new services for high-accuracy positioning, like Galileo HAS, BeiDou PPP-B2b and Quasi Zenith Satellite System (QZSS) CLAS is also taking benefit from the availability of multiple bands. In this latest applicative scenario, the third frequency plays a different role, acting as an additional downstream channel for the GNSS correction data. Signal modernization is definitely another strong enabler for the adoption of triple-band. With specific reference to system design and signal processing aspects, this article discloses a new compact GNSS chipset for automotive, capable to generate coherent triple band observables and correction data streams, including a demodulator for QZSS Code Shift Keying (CSK). The frequency plans, the supported mix of legacy and modernized signals and relevant Key Performance Indicators (KPI) are discussed for selected configurations, typically encountered in automotive precise-positioning and timing.

28 June 2023
Verified
Conference Paper
Closed access
Domenico Di GraziaDomenico Di Grazia
Domenico Di Grazia
FPFabio Pisoni
Fabio Pisoni
SCSalvatore Crasta
Salvatore Crasta
ANAntonio Napolitano
Antonio Napolitano
DDDonatella Darsena
Donatella Darsena
SASimone Ardiero
Simone Ardiero
Global Navigation Satellite System (GNSS) receiver evolution moves through the paths of interoperability among different satellite systems and the support of modern composite signals. To improve the receiver accuracy, the tracking sensitivity, and the resilience versus jamming, modern signals have introduced dual (pilot plus data) components. Pilot signals design on L1 carrier for GPS, BeiDou (phase 3), and Quasi-Zenith Satellite System (QZSS) are implemented by tiered codes, with a very long Secondary Code (SC), which can be difficult to acquire. This article will analyze and validate an efficient algorithm for secondary code phase estimation, with the objectives to minimize the total dwell time and to limit the processing complexity. Details will be provided about the performance tradeoff versus other classic algorithms, based on the exhaustive construction of power histograms, for all the SC phases. A method for fast reacquisition of the SC phase, based on time propagation, will be also illustrated to extend the practical usability of the estimator under difficult conditions, characterized by obscurations and signal impairments, typical of automotive scenarios.

28 June 2023
Verified
Conference Paper
Closed access
FPFabio Pisoni
Fabio Pisoni
NPNicola Matteo Palella
Nicola Matteo Palella
Domenico Di GraziaDomenico Di Grazia
Domenico Di Grazia
LCLeonardo Colombo
Leonardo Colombo
GGGiovanni Gogliettino
Giovanni Gogliettino
Loosely Coupled architectures based on Micro Electromechanical Systems (MEMS) Inertial Navigation Systems (INS), and multi-band GNSS are widely adopted to improve the availability of the integrated solution under difficult conditions, characterized by frequent obscurations of the GNSS signal. Typical scenarios include automotive urban tracks or open sky under dynamics, in presence of bridges and short tunnels. Low Earth Orbit (LEO) satellites also fall in this scope, as their lower altitude results in a Doppler curve with stronger rate variations, which sum up to receiver dynamics and are more challenging to track than traditional GNSS. In this paper, a hybrid solution is presented, where a classic loosely coupled scheme is complemented by deep integration. The INS-aided solution combines with GNSS satellites velocities and accelerations to derive code, Doppler, and Doppler rate observables predictions. Validation and performance assessment are conducted on a compact two-chip hardware platform, based on the state-of-the-art multi-band GNSS receiver STA8135 (TeseoV) and the MEMS IMU ASM330LHH from STMicroelectronics. Deep aiding has the potential to broaden the applicability of loosely coupled INS integration to the cases where signal weakness and the combined user to satellites dynamics exceed the tracking loops capability. Partially obscured automotive scenarios, reception of attenuated signals under high dynamics and assisted LEO satellites acquisition and tracking are among the applications that can benefit from the proposed scheme.

26 June 2024
Verified
Conference Paper
Closed access
GGGiovani Gogliettino
Giovani Gogliettino
FPFabio Pisoni
Fabio Pisoni
Domenico Di GraziaDomenico Di Grazia
Domenico Di Grazia
Satellite acquisition is a crucial procedure in GNSS receiver operation, which becomes particularly challenging when no assistance information is available - the so-called cold start conditions. In this paper, a machine learning approach will be introduced to improve the acquisition strategy. In detail, a reinforcement learning algorithm will be implemented to learn an optimal acquisition strategy.

28 March 2025 in Engineering Proceedings
Verified
Conference Paper
Open access
PDF file
FPFabio Pisoni
Fabio Pisoni
Domenico Di GraziaDomenico Di Grazia
Domenico Di Grazia
GGGiovanni Gogliettino
Giovanni Gogliettino
TMThyagaraja Marathe
Thyagaraja Marathe
PTPaul Tarantino
Paul Tarantino
MFMathieu Favreau
Mathieu Favreau
Low Earth Orbit (LEO) satellites complement classic GNSS by offering stronger signals, improved visibility, and system redundancy. Typical high speeds in LEO orbits generate rapid variations of the receiver-to-satellite geometry, which can improve the convergence of Precise Point Positioning (PPP) algorithms. However, high dynamics also induce strong Doppler rates at the receiver, which make the tracking procedures more difficult. In this paper, a loosely combined navigation and tracking architecture is applied to a Xona PULSAR™ Demonstration Signal in the L-Band such that the dynamic stress perceived by the receiver is mitigated. Other practical aspects of the Xona PULSAR™ receiver will be also discussed.

2 April 2025 in Engineering Proceedings
Verified
Conference Paper
Open access
PDF file
Domenico Di GraziaDomenico Di Grazia
Domenico Di Grazia
FPFabio Pisoni
Fabio Pisoni
GGGiovanni Gogliettino
Giovanni Gogliettino
CGCiro Gioia
Ciro Gioia
DBDaniele Borio
Daniele Borio
The synthetic meta-signal reconstruction approach enables the generation of wideband Global Navigation Satellite System (GNSS) measurements from side-band observations. This approach is of particular interest for automotive market devices where, for instance, hardware constraints do not allow full-band Galileo Alternative Binary Offset Carrier (Alt-BOC) processing. In this paper, the applicability of the synthetic GNSS meta-signal paradigm is extended by introducing a half-cycle ambiguity detector for the reconstructed carrier phases and a jump detector for the pseudoranges. These accessories make the reconstruction approach more robust and suitable for mass market devices. Tests conducted using the STMicroelectronics TeseoV receiver demonstrate the validity and potential of this approach.