Joao Pedro

Dr. Joao Pedro

orcid

Research Focus & Metrics

Academic Career Length

22Years (2005-Present)

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

Representative Publications

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22 April 2020 in Journal of Lightwave Technology
Verified
Journal Article
Closed access
AFAlessio Ferrari
Alessio Ferrari
ANAntonio Napoli
Antonio Napoli
JFJohannes Karl Fischer
Johannes Karl Fischer
NCNelson Costa
Nelson Costa
ADAndrea D'AMico
Andrea D'AMico
VCVittorio Curri
Vittorio Curri
Fiber-optic multi-band transmission (MBT) aims at exploiting the low-loss spectral windows of single-mode fibers (SMFs) for data transport, expanding by ~11 times the available bandwidth of C-band line systems and by ~5 times C+L-band line systems'. MBT offers a high potential for cost-efficient throughput upgrades of optical networks, even in absence of available dark-fibers, as it utilizes more efficiently the existing infrastructures. This represents the main advantage compared to approaches such as multi-mode/-core fibers or spatial division multiplexing. Furthermore, the industrial trend is clear: the first commercial C+L-band systems are entering the market and research has moved toward the neighboring S-band. This article discusses the potential and challenges of MBT covering the ITU-T optical bands O -> L. MBT performance is assessed by addressing the generalized SNR (GSNR) including both the linear and nonlinear fiber propagation effects. Nonlinear fiber propagation is taken into account by computing the generated nonlinear interference by using the generalized Gaussian-noise (GGN) model, which includes the interaction of nonlinear fiber propagation with stimulated Raman scattering (SRS), and in general considers wavelength-dependent fiber parameters. For linear effects, we hypothesize typical components' figures and discussion on components' limitations, such as transceivers', amplifiers' and filters' are not part of this work. We focus on assessing the transmission throughput that is realistic to achieve by using feasible multi-band components without specific optimizations and implementation discussion. So, results are meant to address the potential throughput scaling by turning-on excess fiber transmission bands. As transmission fiber, we focus exclusively on the ITU-T G.652.D, since it is the most widely deployed fiber type worldwide and the mostly suitable to multi-band transmission, thanks to its ultra-wide low-loss single-mode high-dispersion spectral region. Similar analyses could be carried out for other single-mode fiber types. We estimate a total single-fiber throughput of 450 Tb/s over a distance of 50 km and 220 Tb/s over regional distances of 600 km: ~10 times and 8 times more than C-band transmission respectively and ~2.5 times more than full C+L.

16 July 2021 in Journal of Lightwave Technology
Verified
Journal Article
Open access
DWDave Welch
Dave Welch
ANAntonio Napoli
Antonio Napoli
JBJohan Back
Johan Back
WSWarren Sande
Warren Sande
JPJoao Pedro
Joao Pedro
KWKuang-Tsan Wu
Kuang-Tsan Wu
A paradigm shift in optical communication networks is proposed, with the introduction of a new ecosystem of devices and components with the capability of transforming current point-to-point optical networks (with their entailed, limiting, electrical aggregation) into flexible, scalable and cost-effective point-to-multipoint networks. In the new architecture, which better aligns with the hub-and-spoke traffic patterns observed in today's metro and access network segments, interoperability across a variety of transceivers operating at different speeds is achieved using individually routed, digitally generated subcarriers. The first comprehensive demonstration of the technical feasibility of the proposed point-to-multipoint architecture based on digital subcarrier multiplexing is presented, along with the remarkable cost savings and simplification of the network it enables.

17 July 2018 in Journal of Optical Communications and Networking
Verified
Journal Article
Closed access
PDF file
RMRui Manuel Morais
Rui Manuel Morais
JPJoao Pedro
Joao Pedro
It is estimated that 5G and the Internet of Things (IoT) will impact traffic, both in volume and dynamicity, at unprecedented rates. Thus, to cost-efficiently accommodate these challenging requirements, optical networks must become more responsive to changes impacting the traffic and network state as well as operate more closely to optimality. In this context, knowledge-defined networking (KDN) promises to play a paramount role in improving network flexibility and automation. KDN is a solution that introduces reasoning processes and machine learning techniques into the control plane of the network, enabling it to operate autonomously and faster. One of the key aspects in this environment is the accurate validation of lightpaths. Accurate lightpath validation demands running computationally intensive performance models, which can be time-consuming and impact time-critical applications (e.g., optical channel restoration). This work evaluates the effectiveness of various machine learning models when used to predict the quality of transmission (QoT) of an unestablished lightpath, speeding up the process of lightpath provisioning. Three network scenarios to efficiently generate the knowledge database used to train the models are proposed as well as an overview of the most-used machine learning models. The considered models are: K-nearest neighbors, logistic regression, support vector machines, and artificial neural networks. Results show that, in general, all machine learning models are able to correctly predict the QoT of more than 90% of the lightpaths. However, the artificial neural networks (ANN) model is the model presenting better generalization, being able to correctly predict the QoT of almost 99.9% of the lightpaths. Moreover, ANN is able to estimate the residual margin of a lightpath with an average error of only 0.4 dB.

30 March 2020 in Journal of Lightwave Technology
Verified
Journal Article
Closed access
NSNicola Sambo
Nicola Sambo
AFAlessio Ferrari
Alessio Ferrari
ANAntonio Napoli
Antonio Napoli
NCNelson Costa
Nelson Costa
JPJoao Pedro
Joao Pedro
VCVittorio Curri
Vittorio Curri
Multi-band (MB) optical transmission promises to extend the lifetime of existing optical fibre infrastructures, which usually transmit within the C-band only, with C+L-band being also used in a few high-capacity links. In this work, we propose a physical-layer-aware provisioning scheme tailored for MB systems. This solution utilizes the physical layer information to estimate, by means of the generalized Gaussian noise (GGN) model, the generalized signal-to-noise ratio (GSNR). The GSNR is evaluated assuming transmission up to the entire low-loss spectrum of optical fiber, i.e., from 1260 nm to 1625 nm. We show that MB transmission may lead to a considerable reduction of the blocking probability, despite the increased trans- mission penalties resulting from using additional optical fiber transmission bands. Transponders supporting several modulation formats (polarization multiplexing quadrature phase shift keying _ PM-QPSK _, polarization multiplexing 8 quadrature amplitude modulation _ PM-8QAM _, and PM-16QAM) from O- to L- band are considered. An increase of the accommodated traffic with respect to the C-band transmission only case, ranging from about four times with S+C+L-band and up to more than six times when transmitting from E to L-band is reported.

3 October 2022 in Journal of Lightwave Technology
Verified
Journal Article
Open access
DWDave Welch
Dave Welch
ANAntonio Napoli
Antonio Napoli
JBJohan Bäck
Johan Bäck
SBSanketh Buggaveeti
Sanketh Buggaveeti
CCCarlos Castro
Carlos Castro
MZMehrdad Ziari
Mehrdad Ziari
The various topologies, traffic patterns and cost targets of optical networks have prevented the deployment of end-to-end solutions across multi-domains, and the optimization of the network as a whole. The consequent limitations in flexibility, scalability, and adaptability of optical networks will become increasingly important with new applications, such as 5G/6G. Coherent transceivers based on digital subcarrier multiplexing (DSCM) are proposed to address these current constraints. In particular, DSCM allows (i) the design of high-capacity point-to-point (P2P) and -multipoint (P2MP) optical networks; (ii) simplified aggregation with passive optics; and (iii) connections between low- and high-speed transceivers. Furthermore, DSCM-based networks reduce the number of opto-electro-opto stages, halve the number of bookended transceivers, and provide a better match for existing hub-and-spoke (H&S) traffic patterns in fast-growing and dynamic access/metro segments. A DSCM-based transceiver will pave the way for the deployment of next-generation flexible, adaptable, and scalable software-configurable optical networks. Key steps and elements to realize this solution are laid out, and promising applications outlined. The first real-time experimental results of coherent P2MP transceivers are presented.

13 April 2021 in Journal of Optical Communications and Networking
Verified
Journal Article
Closed access
Bruno CorreiaBruno Correia
Bruno Correia
RSRasoul Sadeghi
Rasoul Sadeghi
EVEmanuele Virgillito
Emanuele Virgillito
ANAntonio Napoli
Antonio Napoli
NCNelson Costa
Nelson Costa
VCVittorio Curri
Vittorio Curri
Spatial-division multiplexing (SDM) and band-division multiplexing (BDM) have emerged as solutions to expand the capacity of existing C-band wavelength-division multiplexing (WDM) optical systems and to deal with increasing traffic demands. An important difference between these two approaches is that BDM solutions enable data transmission over unused spectral bands of already-deployed optical fibers, whereas SDM solutions require the availability of additional fibers to replicate C-band WDM transmission. On the other hand, to properly design a multiband optical line system (OLS), the following fiber propagation effects have been taken into account in the analysis: (i) stimulated Raman scattering (SRS), which induces considerable power transfer among bands; (ii) frequency dependence of fiber parameters such as attenuation, dispersion, and nonlinear coefficients; and (iii) utilization of optical amplifiers with different doping materials, thus leading to different characteristics, e.g., in terms of noise figures. This work follows a two-step approach: First, we aim at maximizing and flattening the quality of transmission (QoT) when adding L- and -bands to a traditional WDM OLS where only the C-band is deployed. This is achieved by applying a multiband optimized optical power control for BDM upgrades, which consists of setting a pre-tilt and power offset in the line amplifiers, thus achieving a considerable increase in QoT, both in average value and flatness. Second, the SDM approach is used as a benchmark for the BDM approach by assessing network performance on three network topologies with different geographical footprints. We show that, with optical power properly optimized, BDM may enable an increase in network traffic, slightly less than an SDM upgrade but still comparable, without requiring additional fiber cables.