164 research outputs found

    A novel dissemination protocol to deploy opportunistic services in federated satellite systems

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    The Earth Observation community is demanding new satellite applications that cover the need of monitoring different areas with high spatial resolution and short revisit times. These applications will generate huge amounts of data, and thus improvements in the downlink capacity are mandatory. Distributed Satellite Systems have emerged as a moderate-risk and cost-effective solution to meet these new requirements. These systems are groups of satellites that share a global and common objective. One of these systems are the Federated Satellite Systems, which rely on the collaboration between satellites that share unused resources, such as memory storage, computing capabilities, or downlink opportunities. In the same context, the Internet of Satellites paradigm expands the FSS concept to a multi-hop scenario, without predefining a satellite system architecture, and deploying temporal satellite networks. The basis of both concepts is the offer of unused satellite resources as services, being necessary that satellites notify their availability to other satellites that composes the system. This work presents the Opportunistic Service Avaliability Dissemination Protocol, which allows a satellite to publish an available service to be consumed by others. Details of the protocol behavior, and packet formats are presented as part of the protocol definition. Additionally, without loss of generality, the protocol has been verified in a realistic scenario composed of Earth Observation satellites, and the Telesat mega-constellation as a network backbone. The achieved results demonstrate the benefits of using the proposed protocol by doubling the downloaded data in some cases.This work was supported in part by the ’’CommSensLab’’ Excellence Research Unit Maria de Maeztu Ministerio de asuntos Económicos y transformación digital (MINECO) under Grant MDM-2016-0600; in part by the Spanish Ministerio de Ciencia e Innovación (MICINN) and European Union - European Regional Development Fund (EU ERDF) project ’’Sensing with pioneering opportunistic techniques‘‘ under Grant RTI2018-099008-B-C21; in part by the Agùncia de Gestió d’Ajuts Universitaris i de Recerca (AGAUR)—Generalitat de Catalunya (FEDER) under Grant FI-DGR 2015; and in part by the Secretaria d’Universitats i Recerca del Departament d’Empresa i Coneixement de la Generalitat de Catalunya under Grant 2017 SGR 376 and Grant 2017 SGR 219.Peer ReviewedPostprint (published version

    Heterogeneous integration of optical wireless communications within next generation networks

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    Unprecedented traffic growth is expected in future wireless networks and new technologies will be needed to satisfy demand. Optical wireless (OW) communication offers vast unused spectrum and high area spectral efficiency. In this work, optical cells are envisioned as supplementary access points within heterogeneous RF/OW networks. These networks opportunistically offload traffic to optical cells while utilizing the RF cell for highly mobile devices and devices that lack a reliable OW connection. Visible light communication (VLC) is considered as a potential OW technology due to the increasing adoption of solid state lighting for indoor illumination. Results of this work focus on a full system view of RF/OW HetNets with three primary areas of analysis. First, the need for network densication beyond current RF small cell implementations is evaluated. A media independent model is developed and results are presented that provide motivation for the adoption of hyper dense small cells as complementary components within multi-tier networks. Next, the relationships between RF and OW constraints and link characterization parameters are evaluated in order to define methods for fair comparison when user-centric channel selection criteria are used. RF and OW noise and interference characterization techniques are compared and common OW characterization models are demonstrated to show errors in excess of 100x when dominant interferers are present. Finally, dynamic characteristics of hyper dense OW networks are investigated in order to optimize traffic distribution from a network-centric perspective. A Kalman Filter model is presented to predict device motion for improved channel selection and a novel OW range expansion technique is presented that dynamically alters coverage regions of OW cells by 50%. In addition to analytical results, the dissertation describes two tools that have been created for evaluation of RF/OW HetNets. A communication and lighting simulation toolkit has been developed for modeling and evaluation of environments with VLC-enabled luminaires. The toolkit enhances an iterative site based impulse response simulator model to utilize GPU acceleration and achieves 10x speedup over the previous model. A software defined testbed for OW has also been proposed and applied. The testbed implements a VLC link and a heterogeneous RF/VLC connection that demonstrates the RF/OW HetNet concept as proof of concept

    Avaliação da probabilidade de erro de bit e da eficiĂȘncia espectral de sistemas celulares MC-CDMA que utilizam detecção multiusuĂĄrio

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    Orientador: Celso de AlmeidaTese (doutorado) - Universidade Estadual de Campinas, Faculdade de Engenharia ElĂ©trica e de ComputaçãoResumo: Uma tĂ©cnica que combina mĂșltiplo acesso por divisĂŁo de cĂłdigo (CDMA) e multiplexação por divisĂŁo de frequĂȘncias ortogonais (OFDM) foi proposta como uma opção para futuros padrĂ”es de comunicaçÔes mĂłveis. Esta tĂ©cnica Ă© conhecida como mĂșltiplo acesso por divisĂŁo de cĂłdigo com multiportadoras (MC-CDMA), a qual alĂ©m de herdar as vantagens das tĂ©cnicas CDMA e OFDM, tambĂ©m possui uma inerente diversidade em frequĂȘncia. Apesar de ser uma tĂ©cnica de mĂșltiplo acesso, MC-CDMA foi tipicamente estudada usando detectores de um Ășnico usuĂĄrio no receptor. AlĂ©m disso, alguns trabalhos que tĂȘm estudado seu desempenho com detectores multi-usuĂĄrio usam apenas simulaçÔes. Ademais, cenĂĄrios de uma cĂ©lula sĂŁo tipicamente considerados, embora sistemas mĂłveis operem em ambientes celulares. Esta dissertação visa complementar parcialmente as pesquisas prĂ©vias sobre MC-CDMA. Em geral, este trabalho aborda o desempenho do enlace reverso de sistemas MC-CDMA em termos da taxa de erro de bit (BER) e da eficiĂȘncia espectral celular. Para isto, um sistema celular que usa os esquemas de reuso de frequĂȘncias fracionĂĄrio (FFR) e suave (SFR) Ă© suposto. Entrelaçamento no domĂ­nio da frequĂȘncia Ă© usado no transmissor dos equipamentos dos usuĂĄrios e, detecção multiusuĂĄrio e um arranjo de antenas sĂŁo considerados nos receptores das estaçÔes radio base. O transmissor dos equipamentos dos usuĂĄrios tambĂ©m realiza controle de potĂȘncia perfeito. AlĂ©m disso, ruĂ­do aditivo Gaussiano branco, perda de percurso e desvanecimento lento e seletivo que segue a distribuição de Rayleigh sĂŁo considerados no modelo do canal. As contribuiçÔes desta dissertação sĂŁo resumidas a seguir. ExpressĂ”es fechadas sĂŁo obtidas para avaliar a BER mĂ©dia de um sistema celular que usa os detectores multiusuĂĄrio: zero-forcing (ZF), minimum mean square error (MMSE) e maximum likelihood detector (MU-MLD). Adicionalmente, a tĂ©cnica signal space diversity (SSD) Ă© usada no sistema celular MC-CDMA. Para isto, o MU-MLD precisa ser empregado no receptor da estação radio base. Uma expressĂŁo precisa para avaliar a BER mĂ©dia neste cenĂĄrio Ă© tambĂ©m derivada. Ademais, uma anĂĄlise assintĂłtica das expressĂ”es da BER Ă© feita para se obter mais informaçÔes sobre a ordem da diversidade e o comportamento do sistema no regime de alta relação sinal-ruĂ­do mais interferĂȘncia. A complexidade computacional dos detectores multi-usuĂĄrio tambĂ©m Ă© obtida em termos do nĂșmero de operaçÔes complexas realizadas durante o processo de detecção. Em particular, o MU-MLD Ă© implementado atravĂ©s de um algoritmo de decodificação esfĂ©rica (SD), a fim de reduzir sua complexidade. Algumas tĂ©cnicas sĂŁo fornecidas para reduzir ainda mais a complexidade da SD. Finalmente, uma expressĂŁo para avaliar a eficiĂȘncia espectral celular mĂ©dia do sistema MC-CDMA nos cenĂĄrios FFR e SFR Ă© obtida. Esta anĂĄlise Ă© baseada em um algoritmo que calcula os raios de cobertura da cĂ©lula para cada modulação usada no sistema, assumindo que modulação adaptativa Ă© empregada. Para todos os cenĂĄrios, modulaçÔes BPSK e M-QAM sĂŁo consideradas. SimulaçÔes de Monte Carlo corroboram a precisĂŁo da anĂĄlise matemĂĄtica apresentadaAbstract: A hybrid technique combining code division multiple access (CDMA) and orthogonal frequency division multiplexing (OFDM) has been proposed as an option for future mobile communication standards. This technique is known as multicarrier code division multiple access (MC-CDMA), which, besides inheriting the advantages of CDMA and OFDM techniques, also possesses an inherent frequency diversity. Despite being a multiple access technique, MC-CDMA has been typically studied employing single-user detectors in the receiver. Moreover, some works that have studied their performance with multiuser detectors have done so far using only simulations. Furthermore, single cell scenarios are typically considered although mobile systems operate in cellular environments. This dissertation aims to partially complement previous research on MC-CDMA. In general, this work addresses the uplink performance of MC-CDMA systems in terms of the bit error rate (BER) and the cellular spectral efficiency. For this, a cellular system employing fractional frequency reuse (FFR) and soft frequency reuse (SFR) schemes is assumed. Frequency domain interleaving is performed in the transmitter into the user equipments and, multiuser detection and an antenna array are considered in the receivers at the base stations. The transmitter into the user equipments also performs perfect power control. Furthermore, additive white Gaussian noise, path-loss and slow frequency-selective Rayleigh fading are considered in the channel model. The contributions of this dissertation are summarized in the following. Closed-form expressions are derived to evaluate the mean BER of MC-CDMA cellular systems using the multiuser detectors: zero-forcing (ZF), minimum mean square error (MMSE) and maximum likelihood detector (MU-MLD). In addition, signal space diversity (SSD) is used in the MC-CDMA cellular system. For this, MU-MLD must be employed in the receiver at the base station. An accurate expression to evaluate the mean BER in this scenario is also derived. Moreover, an asymptotic analysis of the BER expressions is performed to obtain further insights of the diversity order and system behavior at the high signal-to-noise-plus-interference ratio regime. The computational complexity of the multiuser detectors is also obtained in terms of the number of complex operations performed during the detection process. In particular, MU-MLD is implemented via a sphere decoder (SD) algorithm in order to reduce its complexity. Some techniques are provided in order to further reduce the SD complexity. Finally, an expression to evaluate the mean cellular spectral efficiency of the MC-CDMA system in FFR and SFR scenarios is obtained. This analysis is based on an algorithm that calculates the cell coverage radius for each modulation used in the system, assuming that adaptive modulation is employed. For all analyzed scenarios, BPSK and M-QAM modulations are considered. Monte Carlo simulations corroborate the accuracy of the presented mathematical analysisDoutoradoTelecomunicaçÔes e TelemĂĄticaDoutor em Engenharia ElĂ©tricaCAPE

    Implementation of New Multiple Access Technique Encoder for 5G Wireless Telecomunication Networks

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    RÉSUMÉ Les exigences de la connectivitĂ© mobile massive de diffĂ©rents appareils et de diverses applications dĂ©terminent les besoins des prochaines gĂ©nĂ©rations de technologies mobiles (5G) afin de surmonter les demandes futures. L'expansion significative de la connectivitĂ© et de la densitĂ© du trafic caractĂ©risent les besoins de la cinquiĂšme gĂ©nĂ©ration de rĂ©seaux mobiles. Par consĂ©quent, pour la 5G, il est nĂ©cessaire d'avoir une densitĂ© de connectivitĂ© beaucoup plus Ă©levĂ©e et une plus grande portĂ©e de mobilitĂ©, un dĂ©bit beaucoup plus Ă©levĂ© et une latence beaucoup plus faible. En raison de l'exigence d'une connectivitĂ© massive, de nombreuses nouvelles technologies doivent ĂȘtre amĂ©liorĂ©es: le codage des canaux, la technique d'accĂšs multiple, la modulation et la diversitĂ©, etc. Par consĂ©quent, compte tenu de l'environnement 5G, surcoĂ»t de signalisation et de la latence devrait ĂȘtre pris en compte [1]. En outre, l'application de la virtualisation des accĂšs sans fil (WAV) devrait Ă©galement ĂȘtre considĂ©rĂ©e et, par consĂ©quent, il est Ă©galement nĂ©cessaire de concevoir la plate-forme matĂ©rielle prenant en charge les nouvelles normes pour la mise en Ɠuvre des Ă©metteurs-rĂ©cepteurs virtuels. L'une des nouvelles technologies possibles pour la 5G est l'accĂšs multiple pour amĂ©liorer le dĂ©bit. Par consĂ©quent, au lieu d'OFDMA utilisĂ© dans la norme LTE (4G), l'application d'une nouvelle technique d'accĂšs multiple appelĂ©e Sparse Code Multiple Access (SCMA) est investiguĂ©e dans cette dissertation. SCMA est une nouvelle technique d'accĂšs multiple non orthogonale du domaine frĂ©quentiel proposĂ©e pour amĂ©liorer l'efficacitĂ© spectrale de l'accĂšs radio sans fil [2]. L'encodage SCMA est l'un des algorithmes les plus simples dans les techniques d'accĂšs multiple qui offre l'opportunitĂ© d'expĂ©rimenter des mĂ©thodes gĂ©nĂ©riques de mise en oeuvre. En outre, la nouvelle mĂ©thode d'accĂšs multiple est supposĂ©e fournir un dĂ©bit plus Ă©levĂ©. Le choix du codage SCMA avec moins de complexitĂ© pourrait ĂȘtre une approche appropriĂ©e. La cible fixĂ©e pour cette recherche Ă©tait d'atteindre un dĂ©bit d’encodage de plus de 1 Gbps pour le codeur SCMA. Les implĂ©mentations de codage SCMA ont Ă©tĂ© effectuĂ©es Ă  la fois en logiciel et en matĂ©riel pour permettre de les comparer. Les implĂ©mentations logicielles ont Ă©tĂ© dĂ©veloppĂ©es avec le langage de programmation C. Parmi plusieurs conceptions, la performance a Ă©tĂ© amĂ©liorĂ©e en utilisant diffĂ©rentes mĂ©thodes pour augmenter le parallĂ©lisme, diminuer la complexitĂ© de calcul et par consĂ©quent le temps de traitement.----------ABSTRACT The demands of massive mobile connectivity of different devices and diverse applications at the same time set requirments for next generations of mobile technology (5G). The significant expansion of connectivity and traffic density characterize the requirements of fifth generation mobile. Therefore, in 5G, there is a need to have much higher connectivity density, higher mobility ranges, much higher throughput, and much lower latency. In pursuance of the requirement of massive connectivity, numerous technologies must be improved: channel coding, multiple access technique, modulation and diversity, etc. For instance, with 5G, the cost of signaling overhead and latency should be taken into account [1]. Besides, applying wireless access virtualization (WAV) should be considered and there is also a need to have effective implementations supporting novel virtual transceiver. One of the possible new technologies for 5G is exploiting multiple access techniques to improve throughput. Therefore, instead of OFDMA in LTE (4G), applying a new multiple access technique called Sparse Code Multiple Access (SCMA) is an approach considered in this dissertation. SCMA is a new frequency domain non-orthogonal multiple access technique proposed to improve spectral efficiency of wireless radio access [2]. SCMA encoding is one of the simplest multiple access technique that offers an opportunity to experiment generic implementation methods. In addition, the new multiple access method is supposed to provide higher throughput, thus choosing SCMA encoding with less complexity could be an appropriate approach. The target with SCMA was to achieve an encoding throughput of more that 1Gbps. SCMA encoding implementations were done both in software and hardware to allow comparing them. The software implementations were developed with the C programing language. Among several designs, the performance was improved by using different methods to increase parallelism, decrease the computational complexity and consequently the processing time. The best achieved results with software implementations offer a 3.59 Gbps throughput, which is 3.5 times more that the target. For hardware implementation, high level synthesis was experimented. In order to do that, the C based functions and testbenches which were developed for software implementations, were used as inputs to Vivado HLS

    Collaborative modulation multiple access for single hop and multihop networks

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    While the bandwidth available for wireless networks is limited, the world has seen an unprecedented growth in the number of mobile subscribers and an ever increasing demand for high data rates. Therefore efficient utilisation of bandwidth to maximise link spectral efficiency and number of users that can be served simultaneously are primary goals in the design of wireless systems. To achieve these goals, in this thesis, a new non-orthogonal uplink multiple access scheme which combines the functionalities of adaptive modulation and multiple access called collaborative modulation multiple access (CMMA) is proposed. CMMA enables multiple users to access the network simultaneously and share the same bandwidth even when only a single receive antenna is available and in the presence of high channel correlation. Instead of competing for resources, users in CMMA share resources collaboratively by employing unique modulation sets (UMS) that differ in phase, power, and/or mapping structure. These UMS are designed to insure that the received signal formed from the superposition of all users’ signals belongs to a composite QAM constellation (CC) with a rate equal to the sum rate of all users. The CC and its constituent UMSs are designed centrally at the BS to remove ambiguity, maximize the minimum Euclidian distance (dmin) of the CC and insure a minimum BER performance is maintained. Users collaboratively precode their transmitted signal by performing truncated channel inversion and phase rotation using channel state information (CSI ) obtained from a periodic common pilot to insure that their combined signal at the BS belongs to the CC known at the BS which in turn performs a simple joint maximum likelihood detection without the need for CSI. The coherent addition of users’ power enables CMMA to achieve high link spectral efficiency at any time without extra power or bandwidth but on the expense of graceful degradation in BER performance. To improve the BER performance of CMMA while preserving its precoding and detection structure and without the need for pilot-aided channel estimation, a new selective diversity combining scheme called SC-CMMA is proposed. SC-CMMA optimises the overall group performance providing fairness and diversity gain for various users with different transmit powers and channel conditions by selecting a single antenna out of a group of L available antennas that minimises the total transmit power required for precoding at any one time. A detailed study of capacity and BER performance of CMMA and SC-CMMA is carried out under different level of channel correlations which shows that both offer high capacity gain and resilience to channel correlation. SC-CMMA capacity even increase with high channel correlation between users’ channels. CMMA provides a practical solution for implementing the multiple access adder channel (MAAC) in fading environments hence a hybrid approach combining both collaborative coding and modulation referred to as H-CMMA is investigated. H-CMMA divides users into a number of subgroups where users within a subgroup are assigned the same modulation set and different multiple access codes. H-CMMA adjusts the dmin of the received CC by varying the number of subgroups which in turn varies the number of unique constellation points for the same number of users and average total power. Therefore H-CMMA can accommodate many users with different rates while flexibly managing the complexity, rate and BER performance depending on the SNR. Next a new scheme combining CMMA with opportunistic scheduling using only partial CSI at the receiver called CMMA-OS is proposed to combine both the power gain of CMMA and the multiuser diversity gain that arises from users’ channel independence. To avoid the complexity and excessive feedback associated with the dynamic update of the CC, the BS takes into account the independence of users’ channels in the design of the CC and its constituent UMSs but both remain unchanged thereafter. However UMS are no longer associated with users, instead channel gain’s probability density function is divided into regions with identical probability and each UMS is associated with a specific region. This will simplify scheduling as users can initially chose their UMS based on their CSI and the BS will only need to resolve any collision when the channels of two or more users are located at the same region. Finally a high rate cooperative communication scheme, called cooperative modulation (CM) is proposed for cooperative multiuser systems. CM combines the reliability of the cooperative diversity with the high spectral efficiency and multiple access capabilities of CMMA. CM maintains low feedback and high spectral efficiency by restricting relaying to a single route with the best overall channel. Two possible variations of CM are proposed depending on whether CSI available only at the users or just at the BS and the selected relay. The first is referred to Precode, Amplify, and Forward (PAF) while the second one is called Decode, Remap, and Forward (DMF). A new route selection algorithm for DMF based on maximising dmin of random CC is also proposed using a novel fast low-complexity multi-stage sphere based algorithm to calculate the dmin at the relay of random CC that is used for both relay selection and detection
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