Ricardo Ferreira

Mr. Ricardo Ferreira

Faculty of Electrical and Computer Engineering (FEEC) - State University of Campinas (Unicamp)
orcid

Research Focus & Metrics

Academic Career Length

7Years (2020-Present)

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

Representative Publications

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31 August 2023 in IEEE Access
Verified
Journal Article
Open access
MJMurilo Alencar Alves Junior
Murilo Alencar Alves Junior
GFGustavo Fraidenraich
Gustavo Fraidenraich
Ricardo FerreiraRicardo Ferreira
Ricardo Ferreira
Felipe Augusto Pereira de FigueiredoFelipe Augusto Pereira de Figueiredo
Felipe Augusto Pereira de Figueiredo
ELEduardo Rodrigues de Lima
Eduardo Rodrigues de Lima
The Reconfigurable Intelligent Surface (RIS) has recently gained traction as a promising, enabling technology for future sixth-generation (6G) mobile networks. Thereby, this paper presents a comprehensive statistical, secrecy, and performance analysis of RIS-assisted multiple-antenna wireless communication systems under Weibull fading. The system model encompasses an antenna array at the source transmitting to a typical single-antenna user through both a generally weaker direct link and an enhanced RIS-aided double-Weibull-fading linear cascaded communication channel. Moreover, the RIS is assumed to perform constructive interference towards the user through realistic non-ideal phase cancellation with residual phase errors that follow the von Mises distribution. Then, the statistical distribution of the resultant channel fading is accurately modeled by the analytically derived moment-generated Gamma distribution, in conformity with the central limit theorem (CLT). While considering the existence of a malicious eavesdropper directly linked with the source, relevant performance metrics, expressly the secrecy outage probability (SOP), the symbol error rate (SER), and the spectral efficiency of the system, have their expressions determined for the specific Weibull-fading scenario and verified by Monte Carlo simulations. The study highlights the significant performance improvement of the system arising from a larger number of antenna elements of the RIS, as well as through a more accurate phase cancellation response associated with a higher von Mises concentration parameter, κ. Furthermore, the effects of diverse fading scenarios and varying line-of-sight (LoS) propagation strength are evaluated through the Weibull shape parameter, k .

30 September 2021 in Entropy
Verified
Journal Article
Open access
PDF file
Ricardo FerreiraRicardo Ferreira
Ricardo Ferreira
MFMichelle S. P. Facina
Michelle S. P. Facina
Felipe Augusto Pereira de FigueiredoFelipe Augusto Pereira de Figueiredo
Felipe Augusto Pereira de Figueiredo
GFGustavo Fraidenraich
Gustavo Fraidenraich
ELEduardo Rodrigues de Lima
Eduardo Rodrigues de Lima
Large intelligent surfaces (LIS) are a new trend to achieve higher spectral efficiency and signal-to-noise ratio in mobile communications. For this reason, this paper proposes metrics to analyze the performance of systems with multiple antennas aided by LIS and derive the spectral efficiency, secrecy outage probability, and bit error probability in an environment with Nakagami-m distributed fading. In addition to an eavesdropper, there is a single-antenna user, an array of antennas at the transmitter side and the possibility of a direct link between transmitter and receiver. This study assumes that the LIS performs non-ideal phase cancellation leading to a residual phase error that follows a Von Mises distribution, and shows that the resulting channel can be accurately approximated by a Gamma distributed SNR whose parameters are analytically derived. From these formulas, it is possible to evaluate the effect of the strength of the line-of-sight link by varying the Nakagami parameter, m.

22 November 2020 in Sensors
Verified
Journal Article
Open access
PDF file
Ricardo FerreiraRicardo Ferreira
Ricardo Ferreira
MFMichelle S. P. Facina
Michelle S. P. Facina
Felipe Augusto Pereira de FigueiredoFelipe Augusto Pereira de Figueiredo
Felipe Augusto Pereira de Figueiredo
GFGustavo Fraidenraich
Gustavo Fraidenraich
ELEduardo Rodrigues de Lima
Eduardo Rodrigues de Lima
Large intelligent surfaces (LIS) promises not only to improve the signal to noise ratio, and spectral efficiency but also to reduce the energy consumption during the transmission. We consider a base station equipped with an antenna array using the maximum ratio transmission (MRT), and a large reflector array sending signals to a single user. Each subchannel is affected by the Rayleigh flat fading, and the reflecting elements perform non-perfect phase correction which introduces a Von Mises distributed phase error. Based on the central limit theorem (CLT), we conclude that the overall channel has an equivalent Gamma fading whose parameters are derived from the moments of the channel fading between the antenna array and LIS, and also from the LIS to the single user. Assuming that the equivalent channel can be modeled as a Gamma distribution, we propose very accurate closed-form expressions for the bit error probability and a very tight upper bound. For the case where the LIS is not able to perform perfect phase cancellation, that is, under phase errors, it is possible to analyze the system performance considering the analytical approximations and the simulated results obtained using the well known Monte Carlo method. The analytical expressions for the parameters of the Gamma distribution are very difficult to be obtained due to the complexity of the nonlinear transformations of random variables with non-zero mean and correlated terms. Even with perfect phase cancellation, all the fading coefficients are complex due to the link between the user and the base station that is not neglected in this paper.

26 April 2025 in Sensors
Verified
Journal Article
Open access
PDF file
Ricardo FerreiraRicardo Ferreira
Ricardo Ferreira
GFGustavo Fraidenraich
Gustavo Fraidenraich
Felipe Augusto Pereira de FigueiredoFelipe Augusto Pereira de Figueiredo
Felipe Augusto Pereira de Figueiredo
ELEduardo Rodrigues de Lima
Eduardo Rodrigues de Lima
This study analyzes the performance of a multi-user digital communication system aided by reflecting intelligent surfaces (RIS) in terms of bit error probability and secrecy outage probability for a system sending symbols with M-QAM modulation passing through channels with Weibull fading, where RIS are employed to improve the signal-to-noise plus interference ratio (SINR) for each user. The performance analysis is conducted based on the statistical properties of the phase correction error of the transmitted signal, which follows a von Mises distribution. Furthermore, this study demonstrates that the resulting SINR follows a gamma distribution, with its parameters derived analytically. The RIS performance increases the line of sight strength and reduces the secrecy outage probability and error probability when the number of reflectors is sufficiently large, even without direct links between the users and the transmitter.

23 May 2024 in Sensors
Verified
Journal Article
Open access
PDF file
Ricardo FerreiraRicardo Ferreira
Ricardo Ferreira
GFGustavo Fraidenraich
Gustavo Fraidenraich
Felipe Augusto Pereira de FigueiredoFelipe Augusto Pereira de Figueiredo
Felipe Augusto Pereira de Figueiredo
ELEduardo Rodrigues de Lima
Eduardo Rodrigues de Lima
This study evaluates the performance of large intelligent surface (LIS) technology in the context of a multi-user MIMO mobile communication system (Mu-MIMO) proposed for the sixth generation (6G). LIS employs digitally controlled reflectors to enhance Signal-to-Interference plus Noise Ratio (SINR) and establish line of sight (LoS) connectivity in non-LoS environments, improving transmission security. Analytical expressions are derived to assess LIS performance metrics, including distribution parameters, bit error probability, and secrecy outage probability, considering the presence of eavesdroppers and environmental fading. The study highlights the potential of LIS technology to enhance the confidentiality and reliability of digital communication systems in next-generation networks.

15 October 2020 in Preprints.org
Verified
Preprint
Open access
PDF file
Ricardo FerreiraRicardo Ferreira
Ricardo Ferreira
MFMichelle S. P. Facina
Michelle S. P. Facina
Felipe Augusto Pereira de FigueiredoFelipe Augusto Pereira de Figueiredo
Felipe Augusto Pereira de Figueiredo
GFGustavo Fraidenraich
Gustavo Fraidenraich
ELEduardo Rodrigues de Lima
Eduardo Rodrigues de Lima
Large intelligent surfaces (LIS) promises not only to improve the signal to noise ratio, and spectral efficiency but also to reduce the energy consumption during the transmission. We consider a base station equipped with an antenna array using the maximum ratio transmission (MRT), and a large reflector array sending signals to a single user. Each subchannel is affected by the Rayleigh flat fading, and the reflecting elements perform non-perfect phase correction which introduces a Von Mises distributed phase error. Based on the central limit theorem (CLT), we conclude that the overall channel has an equivalent Gamma fading whose parameters are derived from the moments of the channel fading between the antenna array and LIS, and also from the LIS to the single user. Assuming that the equivalent channel can be modeled as a Gamma distribution, we propose very accurate closed-form expressions for the bit error probability and a very tight upper bound. For the case where the LIS is not able to perform perfect phase cancellation, that is, under phase errors, it is possible to analyze the system performance considering the analytical approximations and the simulated results obtained using the well known Monte Carlo method. The analytical expressions for the parameters of the Gamma distribution are very difficult to be obtained due to the complexity of the nonlinear transformations of random variables with non-zero mean and correlated terms. Even with perfect phase cancellation, all the fading coefficients are complex due to the link between the user and the base station that is not neglected in this paper.