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Conference Paper

Position Matching Estimation for GNSS Positioning in Multipath/Non-Line-Of-Sight Environments

Authors: Kbayer Nabil, Sahmoudi Mohamed, Ortega Gonzàlez Héctor and Rouch Cédric

In Proc. International Technical Symposium on Navigation Timing (ITSNT), Toulouse, France, November, 2017.

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Recent trends in Global Navigation Satellite System (GNSS) applications in urban environments have led to a proliferation of research works that seek to mitigate the adverse effect of Multipaths (MPs) and non-line-of-sight (NLOS). For such harsh urban settings, this paper proposes an original methodology for constructive use of degraded MP/NLOS signals, instead of their elimination, via a fusion of GNSS pseudoranges (PR) with aided information from a 3D GNSS simulator. First, a 3D GNSS simulator is used to characterize and predict PR measurements over an array of candidate positions in the environment under study. Then, a similarity scoring technique based on least-squares (LS) position matching is applied to score candidate positions. Finally, the final position estimate is retained as the weighted average of the candidate positions with the highest scores. Experiment results using real GNSS data in a deep urban environment confirm the theoretical sub-optimal efficiency of the proposed approach, despite it intensive computational load.

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Signal and image processing / Localization and navigation

Distributing Cyber-Physical Systems Simulation: The Satellite Constellation Case

Author: Tauran Bastien

In Proc. 5th Federated and Fractionated Satellite Systems Workshop, pp. pp. 1-8, Toulouse, France, November, 2017.

The goal of this position paper is to contribute for the improving of Cyber-Physical System (CPS) simulations by introducing distribution. CPS use computations andcommunication tightly interacting with physical processes. So a CPS simulation needs to tackle with three kinds of simulations: the computational simulation, the physical simulation, and the communication simulation. In this paper, we will focus on the communication simulation, and its interaction with the two others simulations. We will draw a landscape of the existing concepts and technologies for distributing communication simulation, and then propose an architecture for interacting with the whole CPS simulation. We will apply this architecture to a simulation of a satellite constellation, where satellites can be simulated with different levels of precision, from the simple generic mathematical model to the heavy-featured CPS simulation.

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Networking / Space communication systems

Performance evaluation of coded transmission for adaptive-optics corrected satellite-to-ground laser links

Authors: Canuet Lucien, Lacan Jérôme, Vedrenne Nicolas, Rissons Angélique and Artaud Géraldine

In Proc. 2017 IEEE International Conference on Space Optical Systems and Applications (ICSOS), pp. 71-76, Naha, Japan, November, 2017.

Performance estimation of coded LEO satellite-to ground laser transmissions partially corrected by adaptive-optics are presented. Through numerical simulations, the conjugation of adaptive-optics with a cross-layering optimization of data reliability mechanisms is investigated. The emphasis is put on the minimization of the data memories required at both the transmitter and the receiver in order to guarantee an error-free downlink.

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Digital communications / Space communication systems

Channel Estimation and Equalization for CPM with Application for Aeronautical Communications via a Satellite Link

Authors: Chayot Romain, Thomas Nathalie, Poulliat Charly, Boucheret Marie-Laure, Van Wambeke Nicolas and Lesthievent Guy

In Proc. Military Communications (MILCOM), Baltimore, USA, October 23-25, 2017.

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In this paper, we present a generalized polyphase representation for Continuous Phase Modulation (CPM) signals suited to the detection over frequency-selective channels. We first develop two different equalizers based on this representation and relate them to the State of Art. We also derive a Least Squares (LS) channel estimation and an improved LS estimation using a priori on the channel. Simulation results show the equivalence between existing equalizers and also show that our channel estimation leads only to a small degradation in term of Bit Error Rate (BER) in the case of an aeronautical communication over a satellite link.

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Digital communications / Aeronautical communication systems and Space communication systems

A Promising Parametric Spectral Analysis Method Applied to Sea Level Anomaly Signals

Authors: Mailhes Corinne, Bonacci David, Guillot Amandine, Le Gac Sophie, Steunou Nathalie, Cheymol Cécile, Picot Nicolas and Dibarboure Gérald

In Proc. Ocean Surface Topography Science Team Meeting (OSTST), Miami, USA, Oct. 23 - 27, 2017.

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Spectral analysis of sea level anomalies (SLA) is widely used in the altimetry community to understand the geophysical content of the measured signal, to assess and compare the outputs of different missions. Spectral content of SLA is used to characterize ocean at different scales and to estimate the instrumental noise. Based on the SLA spectrum, one can estimate the spectral slope at medium to large scales (relied to the Surface Quasi-Geostrophic (SQG) ocean dynamics theory) and the measurement noise (observed as a noise plateau at smallest scales). A previous contribution [1] has pointed out the weaknesses of spectral analysis based on Fourier transform, mainly due to : (1) the convolutive bias which results in a biased estimation of the slope, the bias being related to the kind of observation weighting temporal window used and (2) the high variance of estimation leading to averaging several spectral estimations and raising the question of stationarity. To overcome these two drawbacks, a parametric spectral analysis method is proposed. This method is based on Auto-Regressive (AR) modeling [2,3] which is known to provide a spectral estimation with a lower variance than the as outperforming Fourier-based methods in terms of variance, in the case of short observation windows, without any need for choosing a weighting temporal window. Moreover, in order to better match the SLA frequency contents on a log scale to match the log scale interest of the SLA frequency contents , warping is introduced as a preprocessing prior to spectral analysis as it is done in speech coding [4]. Comparisons between the proposed parametric method (called ARWARP) and classical Fourier Fourier-based methods have been performed on both simulated SLA signals obtained from theoretical spectra and real signals from a high-resolution altimeter SARAL/AltiKa at 40 Hz rate (Orbit – Range – Mean Sea Surface). Results on simulated SLA signals highlight the performance of the ARWARPmethod, in terms of bias and variance on spectral estimation. ARWARP can be applied on short segments of SLA signals, providing a local information of the ocean characteristics, which can be of promising use by the wider Cal/Val and altimetry science community.

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Signal and image processing / Earth observation

Talk

Estimation parcimonieuse et navigation par satellites

Author: Lesouple Julien

Seminars of TeSA, Toulouse, October 19, 2017.

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La navigation par satellites tient une place de plus en plus importante dans notre vie. On peut penser par exemple aux véhicules autonomes ou aux péages par localisation, mais plus quotidiennement on peut remarquer que, là où il y a un peu moins de 10 ans on avait besoin d’acheter un récepteur GPS pour naviguer par satellite, aujourd’hui un simple smartphone suffit, proposant de surcroît une plus grande diversité d’utilisation (navigation piétonne, localisation d’objets perdus, Pokémon GO…). Paradoxalement, ces dernières utilisations se font la plupart du temps dans le scénario de navigation le plus complexe : l’environnement urbain. En effet, si l’on arrive plus ou moins bien à estimer la plupart des différents types d’erreurs de propagation des signaux satellites que nous présenterons, les multitrajets restent la source d’erreur la plus compliquée à gérer car très dépendante du scénario : géométrie et surfaces des bâtiments, obstacles temporaires ou feuillage des arbres par exemple. Nous proposerons une solution innovante qui consiste à traiter les erreurs de multitrajets comme des vecteurs de biais dont certaines composantes sont nulles (c.-à-d., nous supposons que certains canaux de propagation ne souffrent pas de multitrajet) et nous appliquerons donc des méthodes d’estimation dite « parcimonieuses ».

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Interaction protocoles de transport/fiabilisation MAC pour service mobile par satellite

Author: Tauran Bastien

Seminars of TeSA, Toulouse, October 19, 2017.

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L’accès à Internet par satellite permet de relier certains lieux isolés, où le déploiement d’un réseau terrestre est impossible. L’utilisation de constellations de satellites pose cependant des problèmes spécifiques à ce type de réseau, comme des délais longs et variables, ou des forts taux d’erreurs, notamment entre le dernier satellite sur le chemin du message et le récepteur mobile au sol (canal LMS, Land Mobile Satellite). Pour palier ce canal difficile, des mécanismes de fiabilisation ont été introduits au niveau des couches liaison et physique. Ces mécanismes allient l’utilisation de codes FEC et des retransmissions afin d’optimiser l’utilisation du canal LMS. En ce qui concerne la couche transport, le protocole le plus couramment utilisé est TCP, mais ce dernier fonctionne très mal avec les mécanismes de fiabilisation du canal LMS. Lors de cette présentation, nous verrons pourquoi les performances de TCP s’effondrent dans le cas de communications par satellite, puis nous verrons les solutions proposées dans cette thèse pour améliorer les performances de TCP.

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Networking / Space communication systems

Conference Paper

Impact of Delayed Acknowledgment on TCP Performance over LEO Satellite Constellations

Authors: Tauran Bastien, Lochin Emmanuel, Lacan Jérôme, Arnal Fabrice, Gineste Mathieu and Kuhn Nicolas

In Proc. Fifth Federated and Fractionated Satellite Systems Workshop, Toulouse, France, November 2-3, 2017.

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This paper aims at quantifying the impact of a default TCP option, known as Delayed Acknowledgment (DelAck), in the context of LEO satellite constellations. Satellite transmissions can suffer from high channel impairments, especially on the link between a satellite and a ground gateway. To cope with these errors, physical and link layer reliability schemes have been introduced, at the price of an increase of the end-to-end delay seen by the transport layer (e.g. TCP). Although DelAck is used to decrease the feedback path load and for overall system performance, the use of this option conjointly with satellite link layer recovery schemes might increase the delay and might be counterproductive. To assess the impact of this option, we drive simulation measurements with two well-deployed TCP variants. The results show that the performance gain depends on the variant used and that this option should be carefully set or disabled as a function of the network characteristics. DelAck has a negative impact on TCP variants which are more aggressive such as TCP Hybla, and should be disabled for these versions. However, it shows benefits for TCP variants less aggressive such as NewReno.

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Networking / Space communication systems

Approximate Maximum Likelihood Estimation Using a 3D GNSS Simulator for Positioning in MP/NLOS Conditions

Authors: Kbayer Nabil, Sahmoudi Mohamed, Ortega Gonzàlez Héctor and Rouch Cédric

nIn Proc. Institute of Navigation Global Navigation Satellite Systems (ION GNSS), Portland, USA, Septembre 25-29, 2017.

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Recent trends in Global Navigation Satellite System (GNSS) applications in urban environments have led to a proliferation of studies in this field that seek to mitigate the adverse effect of non-line-of-sight (NLOS) phenomena. However, these methods reduce the availability of positioning in deep urban conditions. For such harsh urban settings, this paper proposes a methodology of constructive use of NLOS signals, instead of their elimination. We propose to compensate for the NLOS errors using a 3D GNSS simulator to predict the measurements bias and integrate them as observations in the estimation method. We investigate a novel GNSS positioning technique based on measurement similarity scoring of an array of position candidates. We improve this technique using an estimation of the uncertainty on the bias prediction by 3D modeling. Experiment results using real GNSS data in a deep urban environment confirm the theoretical sub-optimal efficiency of the proposed approach, despite it intensive computational load.

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Signal and image processing / Localization and navigation

Making H-ARQ Suitable for a Mobile TCP Receiver over LEO Satellite Constellations

Authors: Tauran Bastien, Lochin Emmanuel, Lacan Jérôme, Arnal Fabrice, Gineste Mathieu, Clarac Laurence and Kuhn Nicolas

In Proc. 9th EAI International Conference on Wireless ans Satellite Systems (PSATS), Oxford, United Kingdom, September 14-15, 2017.

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This paper investigates strategies to carry out delay tolerant services over LEO satellite constellations for mobile receiver. In this context, LEO constellations are characterized by important delay variations where propagation impairments are mostly localized on the Land Mobile Satellite (LMS) channel (i.e. on the last hop). To cope with this issue, distinct reliability schemes can be introduced at the physical or link layers. Although their capacity to cope with transmission errors has been demonstrated, these recovery schemes may induce a high jitter that could severely damage TCP's internal timers and reliability schemes. As a matter of fact, transport and link layers’ reliability schemes exhibit a clear discrepancy. Following temporal traces representing the delay between a mobile terminal and the last hop satellite from a LEO constellation, we assess how HARQ mechanisms impact on the RTO based retransmission and the duplicate acknowledgments of TCP. Based on ns-2 simulations, we propose a layer-2 buffer that let both link and transport layers to conjointly perform. Our evaluations show an end-to-end data rate increase and more generally illustrate the benefit of re-ordering packets at the link layer when link-layer erasure coding recovery mechanisms are used conjointly with TCP.

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Networking / Space communication systems

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