Neural networks algorithms prototyping to mitigate GNSS multipath for LEO positioning applications

Proceedings of the Institute of Navigation - 19th International Technical Meeting of the Satellite Division, ION GNSS 2006

Volumn 3, Issue , 2006, Pages 1752-1762

  Vigneau, W ^a   Nouvel, O ^a   Manzano Jurado, M ^b   Sanz, C Carrascosa ^b   Abdulkader, H ^c,f,g,h   Roviras, D ^c   Juan, J M ^d   Macabiau, C ^c   Holsters, P ^e  

^a M3 Systems   (France)

^b GMV   (Spain)

^c TeSA ^*

^d UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

^e EUROPEAN SPACE AGENCY   (France)

^f TeSA: Telecommunications for Space and Aeronautics Laboratory   (France)

^g UNIVERSITY OF ALEPPO   (Syrian Arab Republic)

^h IRIT   (France)

Author keywords

[No Author keywords available]

Indexed keywords

CLOCK SYNCHRONIZATION; GNSS MULTIPATH; LEO POSITIONING; POSITION COMPUTATION;

ALGORITHMS; ANTENNAS; COMPUTER SIMULATION; GLOBAL POSITIONING SYSTEM; MULTIPATH PROPAGATION; PROBLEM SOLVING; SPACECRAFT;

NEURAL NETWORKS;

EID: 34247174445     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. [RD.1] "Feasibility of GPS Multipath Identification and Mitigation Techniques based on Neural Networks", Final Report, Contract Number 13052/98/NL/MV.
2. [RD.2] "GPS Code Multipath Detection and Mitigation with the Carrier Phase in a LEO Scenario: Assessment of Neural Network Detection Algorithms". M.Hernández-Pajares, J.M.Juan and J.Sanz, ESA Consultancy Report. Ref. ADM-HT/SMP/SB/8.3/252.
3. [RD.3] "Neural Networks: a comprehensive foundation" S. Haykin, Prentice Hall Inc. second edition 1999.
4. [RD.4] "Characterisation of the Multipath Effects on the GPS Pseudorange and Carrier Phase Measurements" Emilio J. Mora-Castro; Carmelo Carrascosa-Sanz; Guillermo Ortega; ION GPS 98, Nashville, TN
5. [RD.5] "Real time GPS positioning of LEO satellites mitigating pseudorange multipath trough neural networks". P.Ramos-Bosch, ION GNSS 2006, Fort Worth, Texas, 2006.
6. [RD.6] "Mitigation of Multipath Influence On Tracking Errors In LEO Navigation Applications", H. Abdulkader, D. Roviras, R. Chagara, W. Vigneau and F. Castanie, IJCNN 2006, International Joint Conference on Neural Networks, Vancouver, Canada.