72 research outputs found
Advanced Digital Signal Processing Techniques for High-Speed Optical Links
L'abstract è presente nell'allegato / the abstract is in the attachmen
Advanced DSP Techniques for High-Capacity and Energy-Efficient Optical Fiber Communications
The rapid proliferation of the Internet has been driving communication networks closer and closer to their limits, while available bandwidth is disappearing due to an ever-increasing network load. Over the past decade, optical fiber communication technology has increased per fiber data rate from 10 Tb/s to exceeding 10 Pb/s. The major explosion came after the maturity of coherent detection and advanced digital signal processing (DSP). DSP has played a critical role in accommodating channel impairments mitigation, enabling advanced modulation formats for spectral efficiency transmission and realizing flexible bandwidth. This book aims to explore novel, advanced DSP techniques to enable multi-Tb/s/channel optical transmission to address pressing bandwidth and power-efficiency demands. It provides state-of-the-art advances and future perspectives of DSP as well
Key Signal Processing Technologies for High-speed Passive Optical Networks
With emerging technologies such as high-definition video, virtual reality, and cloud computing, bandwidth demand in the access networks is ever-increasing. Passive optical network (PON) has become a promising architecture thanks to its low cost and easy management. IEEE and ITU-T standard organizations have been standardizing the next-generation PON, targeting on increasing the single-channel capacity from 10 Gb/s to 25, 50, and 100 Gb/s as the solution to address the dramatic increase of bandwidth demand. However, since the access network is extremely cost-sensitive, many research problems imposed in the physical layer of PON need to be addressed in a cost-efficient way, which is the primary focus of this thesis. Utilizing the low-cost 10G optics to build up high-speed PON systems is a promising approach, where signal processing techniques are key of importance. Two categories of signal processing techniques have been extensively investigated, namely optical signal processing (OSP) and digital signal processing (DSP). Dispersion-supported equalization (DSE) as a novel OSP scheme is proposed to achieve bit-rate enhancement from 10 Gb/s to 25 Gb/s based on 10G class of optics. Thanks to the bandwidth improved by DSE, the non-return-zero on-off keying which is the simplest modulation format is able to be adopted in the PON system without complex modulation or DSP. Meanwhile, OSP is also proposed to work together with DSP enabling 50G PON while simplifying the DSP complexity. Using both DSE and simple feed-forward equalizer is able to support 50 Gb/s PAM-4 transmission with 10G optics. For C-band 50 Gb/s transmission, injection locking techniques as another OSP approach is proposed to compress the directly modulated laser chirp and increase system bandwidth in the optical domain where a doubled capacity from 25 Gb/s to 50 Gb/s over 20 km fiber can be built on top of 10G optics. For DSP, we investigated the advantages of neural network (NN) on the mitigation of the time-varying nonlinear semiconductor optical amplifier pattern effect. In order to reduce the expense caused by the high computation complexity of NN, a pre- equalizer is introduced at the central office that allows cost sharing for all connected access users. In order to push the PON system line rate to 100 Gb/s, a joint nonlinear Tomlinson- Harashima precoding-Volterra algorithm is proposed to compensate for both linear and nonlinear distortions where 100 Gb/s PAM-4 transmission over 20 km fiber with 15 GHz system bandwidth can be achieved
TRANSMISSION PERFORMANCE OPTIMIZATION IN FIBER-WIRELESS ACCESS NETWORKS USING MACHINE LEARNING TECHNIQUES
The objective of this dissertation is to enhance the transmission performance in the fiber-wireless access network through mitigating the vital system limitations of both analog radio over fiber (A-RoF) and digital radio over fiber (D-RoF), with machine learning techniques being systematically implemented. The first thrust is improving the spectral efficiency for the optical transmission in the D-RoF to support the delivery of the massive number of bits from digitized radio signals. Advanced digital modulation schemes like PAM8, discrete multi-tone (DMT), and probabilistic shaping are investigated and implemented, while they may introduce severe nonlinear impairments on the low-cost optical intensity-modulation-direct-detection (IMDD) based D-RoF link with a limited dynamic range. An efficient deep neural network (DNN) equalizer/decoder to mitigate the nonlinear degradation is therefore designed and experimentally verified. Besides, we design a neural network based digital predistortion (DPD) to mitigate the nonlinear impairments from the whole link, which can be integrated into a transmitter with more processing resources and power than a receiver in an access network. Another thrust is to proactively mitigate the complex interferences in radio access networks (RANs). The composition of signals from different licensed systems and unlicensed transmitters creates an unprecedently complex interference environment that cannot be solved by conventional pre-defined network planning. In response to the challenges, a proactive interference avoidance scheme using reinforcement learning is proposed and experimentally verified in a mmWave-over-fiber platform. Except for the external sources, the interference may arise internally from a local transmitter as the self-interference (SI) that occupies the same time and frequency block as the signal of interest (SOI). Different from the conventional subtraction-based SI cancellation scheme, we design an efficient dual-inputs DNN (DI-DNN) based canceller which simultaneously cancels the SI and recovers the SOI.Ph.D
Asymmetrical digital subscriber line (ADSL) an in-depth study
Asymmetrical Digital Subscriber Line (ADSL) is one member of a group of broadband access technologies that uses the existing copper-based local loop of the analog PSTN for high-speed digital data transmission. One feature of ADSL is that it permits analog voice POTS transmissions to continue uninterrupted over the same wiring. Specifically, POTS continues to use the 0 to 4 KHz frequency range of the copper wiring, while ADSL uses bandwidth starting at 25 KHz and extending up to approximately 1.1 MHz for data transmission. The term asymmetrical refers to the fact that data rates downstream (to the user) and upstream (from the user) are not the same. Typical ADSL data rates range from 1.536 to 6.144 Mbps downstream and from 16 to 640 Kbps upstream. Local loop length, wire size, and the presence of devices to improve voice communication such as bridged taps and loading coils all affect ADSL data rates. Digital data is coded by one of two methods: Discrete Multitone Modulation (DMT) or Carrierless Amplitude and Phase Modulation (CAP). Echo control is also accomplished by one of two methods: Frequency Division Multiplexing (FDM) or echo cancellation. This paper consists of four sections: 1) A technical review and comparison of the CAP and DMT line encoding technologies. 2) A market review of the presence of CAP and DMT technologies in customer premise equipment (CPE) such as modems and routers. 3) A review of the POTS physical layer that exists between the ADSL subscriber and the Telco CO, and its impact on ADSL availability and quality of service (QOS). 4) A technical review of the newer, splitterless, G.Lite technolog
High speed energy efficient incoherent optical wireless communications
The growing demand for wireless communication capacity and the overutilisation of the conventional
radio frequency (RF) spectrum have inspired research into using alternative spectrum
regions for communication. Using optical wireless communications (OWC), for example, offers
significant advantages over RF communication in terms of higher bandwidth, lower implementation
costs and energy savings. In OWC systems, the information signal has to be
real and non-negative. Therefore, modifications to the conventional communication algorithms
are required. Multicarrier modulation schemes like orthogonal frequency division multiplexing
(OFDM) promise to deliver a more efficient use of the communication capacity through adaptive
bit and energy loading techniques. Three OFDM-based schemes – direct-current-biased OFDM
(DCO-OFDM), asymmetrically clipped optical OFDM(ACO-OFDM), and pulse-amplitude modulated
discrete multitone (PAM-DMT) – have been introduced in the literature.
The current work investigates the recently introduced scheme subcarrier-index modulation OFDM
as a potential energy-efficient modulation technique with reduced peak-to-average power ratio
(PAPR) suitable for applications in OWC. A theoretical model for the analysis of SIM-OFDMin a
linear additive white Gaussian noise (AWGN) channel is provided. A closed-form solution for the
PAPR in SIM-OFDM is also proposed. Following the work on SIM-OFDM, a novel inherently
unipolar modulation scheme, unipolar orthogonal frequency division multiplexing (U-OFDM), is
proposed as an alternative to the existing similar schemes: ACO-OFDMand PAM-DMT. Furthermore,
an enhanced U-OFDMsignal generation algorithm is introduced which allows the spectral
efficiency gap between the inherently unipolar modulation schemes – U-OFDM, ACO-OFDM,
PAM-DMT – and the conventionally used DCO-OFDM to be closed. This results in an OFDM-based
modulation approach which is electrically and optically more efficient than any other
OFDM-based technique proposed so far for intensity modulation and direct detection (IM/DD)
communication systems.
Non-linear distortion in the optical front-end elements is one of the major limitations for high-speed
communication in OWC. This work presents a generalised approach for analysing nonlinear
distortion in OFDM-based modulation schemes. The presented technique leads to a closed-form
analytical solution for an arbitrary memoryless distortion of the information signal and has
been proven to work for the majority of the known unipolar OFDM-based modulation techniques
- DCO-OFDM, ACO-OFDM, PAM-DMT and U-OFDM.
The high-speed communication capabilities of novel Gallium Nitride based μm-sized light emitting
diodes (μLEDs) are investigated, and a record-setting result of 3.5Gb/s using a single 50-μm
device is demonstrated. The capabilities of using such devices at practical transmission distances
are also investigated, and a 1 Gb/s link using a single device is demonstrated at a distance of up
to 10m. Furthermore, a proof-of-concept experiment is realised where a 50-μm LED is successfully
modulated using U-OFDM and enhanced U-OFDM to achieve notable energy savings in
comparison to DCO-OFDM
Améliorations des transmissions VLC (Visible Light Communication) sous contrainte d'éclairage : études théoriques et expérimentations
Abstract : Indoor visible light communication (VLC) networks based on light-emitting diodes (LEDs)
currently enjoy growing interest thanks in part to their robustness against interference,
wide license-free available bandwidth, low cost, good energy efficiency and compatibility
with existing lighting infrastructure. In this thesis, we investigate spectral-efficient modulation
techniques for the physical layer of VLC to increase throughput while considering
the quality of illumination as well as implementation costs. Numerical and experimental
studies are performed employing pulse amplitude modulation (PAM) and carrierless amplitude
and phase (CAP) modulation under illumination constraints and for high modulation
orders. Furthermore, the impact of LED nonlinearity is investigated and a postdistortion
technique is evaluated to compensate these nonlinear effects. Within this framework,
transmission rates in the order of a few hundred Mb/s are achieved using a test bench made
of low-cost components. In addition, an imaging multiple input multiple-output (MIMO)
system is developed and the impact on performance of imaging lens misalignment is theoretically
and numerically assessed. Finally, a polynomial matrix decomposition technique
based on the classical LU factorization method is studied and applied for the first time to
MIMO VLC systems in large space indoor environments.Les réseaux de communication en lumière visible (VLC) s’appuyant sur l’utilisation de diodes électroluminescentes (LED) bénéficient actuellement d’un intérêt grandissant, en partie grâce à leur robustesse face aux interférences électromagnétiques, leur large bande disponible non-régulée, leur faible coût, leur bonne efficacité énergétique, ainsi que leur compatibilité avec les infrastructures d’éclairage déjà existantes. Dans cette thèse, nous étudions des techniques de modulation à haute efficacité spectrale pour la couche physique des VLC pour augmenter les débits tout en considérant la qualité de l’éclairage ainsi que les coûts d’implémentation. Des études numériques et expérimentales sont réalisées sur la modulation d’impulsion d’amplitude (PAM) et sur la modulation d’amplitude et de phase sans porteuse (CAP) sous des contraintes d’éclairage et pour des grands ordres de modulation. De plus, l’impact des non-linéarités de la LED est étudié et une technique de post-distorsion est évaluée pour corriger ces effets non-linéaires. Dans ce cadre, des débits de plusieurs centaines de Mb/s sont atteints en utilisant un banc de test réalisé à partir de composants à bas coûts. Par ailleurs, un système multi-entrées multi-sorties (MIMO) imageant est également développé et l’impact du désaxage de l’imageur sur les performances est étudié. Finalement, une technique de décomposition polynomiale basée sur la méthode de factorisation classique LU est étudiée et appliquée aux systèmes MIMO VLC dans des grands espaces intérieurs
Directly Phase Modulated Transmitters and Coherent Recivers for Future Passive Optical Networks (PON)
En los últimos años, el tráfico de dato transmitido en las redes ópticas de acceso ha crecido exponencialmente debido a nuevos servicios como pueden ser la computación en la nube, el video online, la realidad virtual y aumentada, el internet de las cosas (IoT) y la convergencia entre las redes ópticas y redes inalámbricas en el paradigma del 5G. Estos nuevos servicios endurecen los requerimientos de las redes ópticas de acceso, como pueden ser unas tasas de datos más altas, un mayor alcance y un mayor número de usuarios. Para abordar estos requerimientos, esta tesis ha investigado, desarrollado y analizado nuevas tecnologÃas para transmisores y receptores orientadas a los dos tipos de redes ópticas de acceso que la comunidad cientÃfica ha identificado como posibles candidatas. Estos dos tipos de redes ópticas son las redes uDWDM y las redes TWDM como las redes NG-PON2 y sus evoluciones.Las redes uDWDM están basadas en la transmisión de tasas de datos relativamente bajas, por debajo de 2.5 Gbps, que son dedicadas en su totalidad a los usuarios finales. Estas tasas de datos relativamente bajas son multiplexadas en longitud de onda usando intervalos frecuenciales estrechos, del orden de 12.5 GHz o 6.25 GHz. En esta tesis, los transmisores modulados directamente en fase se han propuesto como posibles candidatos para estas redes uDWDM. En concreto, se han propuesto un DFB modulado directamente en fase con una tasa de datos de 1 Gbps; un RSOA bombeado por un VCSEL y modulado directamente en fase con una tasa de datos de 1 Gbps; y un VCSEL modulado directamente en fase con una tasa de datos de 1.25 Gbps y 2.5 Gbps. Estas señales moduladas directamente en fase son recibidas con un receptor heterodino con un único fotodiodo (PD) para mantener el coste tan bajo como sea posible. La combinación de estos transmisores modulados directamente en fase con el receptor heterodino con un único PD ha sido probada como unos candidatos muy prometedores para las redes ópticas de acceso basadas en redes uDWDM. Estas combinaciones proveen sensibilidades que varÃan entre -39.5 dBm y -52 dBm, que se traducen en balances de potencia que van desde 38.5 dB a 51 dB y por lo tanto en ratios de división o número de usuarios de entre 128 y 1024 después de una transmisión de 50 km a través de fibra monomodo estándar (SSMF).Además, los links de 1 Gbps formados por la modulación directa de DFBs o de RSOAs bombeados por VCSELs y el receptor heterodino con un único PD son usados como enlace de subida en canales bidireccionales. Estos enlaces de subida son combinados con enlaces de bajada basados en Nyquist-DPSK generada con un MZM y recibidos con un receptor heterodino de un único PD. Como parte de análisis de los canales bidireccionales, se ha analizado el estudio de la viabilidad del uso de LOs de bajo coste, como DFBs o VCSELs, en los receptores heterodinos con un único PD. Estos canales bidireccionales son también unos candidatos prometedores para las futuras redes uDWDM, ya que en esta tesis se ha probado que pueden proveer enlaces full-duplex de 1 Gbps usando intervalos frecuenciales tan pequeños como 6.25 GHz o 5 GHz. Estos canales bidireccionales tienen balances de potencia que van desde 37 dB a 42 dB y tienen posibles ratios de división de 128 o 256 después de una transmisión de 50 km a través de SSMF.Esta tesis también ha investigado y desarrollado receptores quasicoherentes para redes NG-PON2 y sus evoluciones. Este tipo de redes están basadas en altas tasas de datos, como 10 Gbps para redes NG-PON2 y 25 Gbps para las futuras evoluciones de NG-PON2, en entornos multi longitud de onda donde los usuarios son multiplexados en tiempo y longitud de onda (TWDM). El receptor quasicoherente usa la amplificación coherente gracias a la recepción heterodina y por tanto la sensibilidad del receptor es mejorada en comparación con los esquemas de detección directa. El receptor quasicoherente es independiente a la polarización, lo cual es una caracterÃstica importante para los receptores coherentes. Además, el receptor quasicoherente permite seleccionar el canal de trabajo sin la necesidad de filtros ópticos y es un receptor independiente de la longitud de onda debido a que el canal de trabajo se puede elegir ajustando la longitud de onda del LO. El receptor quasicoherente de 10 Gbps muestra una sensibilidad -35.2 dBm y por tanto permite un balance de potencias de 35.64 dB y un ratio de división de 128 después de una transmisión de 40 km a través de SSMF.La combinación del receptor quasicoherente con un ecualizador FFE/DFE permite combatir la dispersión cromática de la banda C y conseguir un link de 25 Gbps con un alcance de 20 km a través de SSMF. El receptor quasicoherente a 25 Gbps con ecualización FFE/DFE muestra una mejor sensibilidad de -30.5 dBm con el llamado ecualizador de altas prestaciones, lo que lleva a un balance de potencias de25 dB. Si se utilizada el llamado ecualizador de baja complejidad, la sensibilidad cae a -27 dBm y el balance de potencias cae a 23 dBm. En ambos casos, el receptor quasicoherente a 25 Gbps con ecualización FFE/DFE permite un ratio de división de 32 después de una transmisión de 20 km a través de SSMF.En conclusión, esta tesis ha presentado transmisores (DFB, RSOA y VCSEL) modulados directamente en fase combinados con un receptor heterodino con un único PD como potenciales candidatos para las redes uDWDM. Esta tesis también ha presentados los receptores quasicoherentes como unos candidatos muy prometedores para las redes NG-PON2 y sus futuras evoluciones.<br /
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