Rougerie, Sébastien and Carrie, Guillaume and Ries, Lionel and Vincent, François and Pascaud, Romain and Corbel, Erwan and Monnerat, Michel Multipath mitigation methods based on antenna array. (2010) In: ION International Technical Meeting of the Institute of Navigation, 24-26 Jan 2011, Sans Diego, USA.
|(Document in English) |
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The potential of small antenna array (2x2 square) for multipaths (MP) mitigation in GNSS systems is considered in this paper. This study focuses on two different approaches. In the first one, we use antenna array algorithms in order to have a spatial discrimination of the incoming paths. Due to the low directivity of the array, conventional beamforming turns out to be inefficient. Thus, high resolution beamformers have been tested. In the second one, we compare this solution with an approach which uses the spatial sampling in combination with time and frequency dimensions. To discriminate the different incoming signals on the three domains, Space Alternating Generalized Expectation Maximisation (SAGE)algorithm, which is a low-complexity generalization of the Maximum Likelihood maximisation (ML) algorithm, has been considered. Monte Carlo simulations clearly show the superiority of SAGE. Nevertheless, SAGE implementation requires a high memory and computation capacities, and real time SAGE processing is still not possible. In order to reduce these requirements, we investigated a new implementation based on both the correlation properties of the code and the thermal noise. With the same level of performance, the new implementation of SAGE can strongly reduce the size of the signal and consequently, the memory and computation requirements. Thus, this is a promising method to take the advantages of SAGE with reasonable hardware requirements.
|Item Type:||Conference or Workshop Item (Paper)|
|Audience (conference):||International conference proceedings|
|Institution:||French research institutions > Centre National des Etudes Spatiales - CNES|
Other partners > European Space Agency - ESA (UK)
Université de Toulouse > Institut Supérieur de l'Aéronautique et de l'Espace - ISAE
French research institutions > Office National d'Etudes et Recherches Aérospatiales - ONERA
Other partners > Thales (FRANCE)
Département d'Electronique, Optronique et Signal - DEOS (Toulouse, France) - Signal, Communication, Antenne et Navigation - SCAN - AA
Département ElectroMagnétisme et Radar - DEMR (Toulouse, France)
|Total amount of citations (from ISI Web of Science):||1|
|Deposited By:||Francois VINCENT|
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