Toward accurate localization in guided transport: Combining GNSS data and imaging information

Transportation Research Part C: Emerging Technologies

Volumn 43, Issue , 2014, Pages 188-197

  Marais, Juliette ^a   Meurie, Cyril ^a   Attia, Dhouha ^b   Ruichek, Yassine ^b   Flancquart, Amaury ^a  

^a UNIV LILLE   (France)

^b UNIVERSITÉ DE TECHNOLOGIE DE BELFORT MONTBÉLIARD   (France)

Author keywords

Accuracy; Classification of pixels; GNSS; Image processing; Localization; Mathematical morphology; Satellite

Indexed keywords

CAMERAS; IMAGE ENHANCEMENT; IMAGE PROCESSING; INTELLIGENT SYSTEMS; MATHEMATICAL MORPHOLOGY; PIXELS; SATELLITES; SIGNAL RECEIVERS; TRAFFIC CONTROL;

ACCURACY; CLASSIFICATION OF PIXELS; GLOBAL NAVIGATION SATELLITE SYSTEMS; GNSS; IMAGE PROCESSING TECHNIQUE; INTELLIGENT TRANSPORT SYSTEMS; LOCALIZATION; REFERENCE TRAJECTORIES;

GLOBAL POSITIONING SYSTEM;

ACCURACY ASSESSMENT; GNSS; GPS; IMAGE CLASSIFICATION; IMAGE PROCESSING; INTELLIGENT TRANSPORTATION SYSTEM; PIXEL; SATELLITE DATA; SATELLITE IMAGERY; URBAN TRANSPORT;

EID: 84902537718     PISSN: 0968090X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.trc.2013.11.008     Document Type: Article

References (19)

1. Attia, A., Meurie, C., Ruichek, Y., Marais, J., 2011. Counting of satellites with direct GNSS signals using Fisheye camera. A comparison of clustering algorithms. In: IEEE International Conference on Intelligent Transportation Systems (ITSC), Washington, USA.
2. Bourdeau, A., Sahmoudi, M., Tourneret, J.-Y., 2012. Tight integration of GNSS and a 3D city model for robust positioning in urban canyons, ION GNSS, Nashville Tennessee.
3. Bråten, L.E., Amaya, C., Rogers, D.V., 2002. Statistical Characterization of Land Mobile Satellite Propagation Environments using a Photogrammetric Technique, URSI.
4. Cappelle C., El Najjar M.E., Charpillet F., Pomorski D. Virtual 3D City Model for Navigation in Urban Areas. Journal of Intelligent Robotic Systems 2012, 66(3):377-399.
5. Chowdhury, I.-N., 1998. Automatic Detection of Buildings and Sky in Color Fisheye Images. PhD Thesis, University of Texas at Austin.
6. Groves P.D. Shadow matching: a new GNSS positioning technique for urban canyons. The Journal of Navigation 2011, 64:417-430.
7. Koch, O., Teller, S., 2007. Wide-area egomotion estimation from known 3D structure. In: Conference on Computer Vision and Pattern Recognition (CVPR).
8. Lentmaier, M., Krach, B., Robertson, P., 2008. Bayesian Time Delay Estimation of GNSS Signals in Dynamic Multipath Environments, Hindawi Publishing Corporation, International Journal of Navigation and Observation, vol. 2008, Article ID 372651, 11 p.
9. Marais J., Berbineau M., Heddebaut M. Land mobile GNSS, availability and multipath evaluation tool. IEEE Transactions on Vehicular Technology 2005, 54(5):1697-1704.
10. Meguro J.-I., Murata T., Takiguchi J.-I., Amano Y., Hashizume T. GPS multipath mitigation for urban area using omnidirectional infrared camera. IEEE Transactions on Intelligent Transportation Systems 2009, 10(1):22-30.
11. Meurie, C., Ruichek, Y., Cohen, A., Marais, J., 2010. An hybrid an adaptive segmentation method using color and textural information, IS&T/SPIE Electronic Imaging 2010 - Image Processing: Machine Vision Applications III. In: Proc. of SPIE-IS&T Electronic Imaging, SPIE, California USA, vol. 7538, 11 p.
12. Moreau, J., Ambellouis, S., Ruichek, Y., 2012. 3D reconstruction of urban environments based on fisheye stereovision. In: 8th International Conference on Signal Image Technology and Internet Based Systems, Italy.
13. Obst, M., Bauer, S., Wanielik, G., 2012. Urban Multipath Detection and Mitigation with Dynamic 3D Maps for Reliable Land Vehcile Localization, PLANS, Monterey California.
14. Pervan B.S., Lawrence D.G., Cohen C.E., Parkinson B.W. Parity space methods for autonomous fault detection and exclusion using GPS carrier phase. Position Location and Navigation Symposium 1996, 649-656.
15. Peyret, F., Bétaille, D., Mougel, F., 2011. Non-Line-Of-Sight GNSS signal detection using an on-board 3D model of buildings. In: Proc. of the 11th International Conference on ITS Telecommunications (ITST), St Petersburg.
16. Ramalingam, S., Bouaziz, S., Sturm, P., Brand, M., 2010. Skyline2gps: Localization in Urban Canyons using Omni-skylines. In: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).
17. Suh, Y., Shibasaki, R., 2007. Evaluation of Satellite-based Navigation Services in Complex Urban Environments Using A Three-dimensional GIS, IEICE Trans. Commun., vol. E90-B, No. 7.
18. Viandier, N., 2011. Modélisation et utilisation des erreurs de pseudodistances GNSS en environnement transport pour l'amélioration des performances de localisation, PhD Thesis from the Ecole Centrale of Lille.
19. Wang J.-H., Gao Y. High-Sensitivity GPS Data Classification Based on Signal Degradation Conditions. IEEE Transactions on Vehicular Technology 2007, 56(2):566-574.