Modular neural networks for map-matched GPS positioning

Proceedings - 4th International Conference on Web Information Systems Engineering Workshops, WISEW 2003: 3rd International Workshop on Web and Wireless Geographical Information Systems, W2GIS 2003, 1st Web Services Quality Workshop, WQW 2003 and 1st Workshop on Multichannel and Mobile Information Systems, MMIS 2003

Volumn , Issue , 2004, Pages 106-111

  Winter, M ^a   Taylor, G ^a  

^a UNIVERSITY OF GLAMORGAN   (United Kingdom)

Author keywords

Artificial neural networks; Computer networks; Global Positioning System; Information systems; Military satellites; Neural networks; Position measurement; Roads; Satellite broadcasting; Satellite navigation systems

Indexed keywords

COMPLEX NETWORKS; COMPUTER NETWORKS; GEOGRAPHIC INFORMATION SYSTEMS; INFORMATION SYSTEMS; MILITARY SATELLITES; NAVIGATION SYSTEMS; NEURAL NETWORKS; POSITION MEASUREMENT; ROADS AND STREETS; SATELLITE NAVIGATION AIDS; SATELLITES; SYSTEMS ENGINEERING; TECHNICAL PRESENTATIONS; TRACKING (POSITION); TRANSPORTATION; WEB SERVICES; WORLD WIDE WEB;

COMPLEX PROCEDURE; GPS POSITIONING; MODULAR NEURAL NETWORKS; POSITIONAL ACCURACY; ROAD NETWORK; ROADS; SATELLITE BROADCASTING; SATELLITE NAVIGATION SYSTEMS;

GLOBAL POSITIONING SYSTEM;

EID: 27944456666     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WISEW.2003.1286792     Document Type: Conference Paper

References (15)

1. Blewitt, G, (1997), "Basics of the GPS Technique: Observation Equations", In Geodetic Applications of GPS, ed. B. Johnson, Nordic Geodetic Commission, Sweden, ISSN 0280-5731, pp. 10-54.
2. Blewitt, G. and Taylor, G., (2002), Mapping Dilution of Precision (MDOP) and Map Matched GPS, International Journal of Geographical Information Science, ISSN 1365-8816, 16(1), pp. 55-67.
3. Hoffmann-Wellenhof, B., Lichtenegger, H. and Collins, J. (2001) Global Positioning System - Theory and Practice. Fifth, revised edition. Wien/New York. Springer.
4. Jacobs, R. A., Jordan, M. I., Nowlan, S. J. and Hinton, G. E. (1991) Adaptive Mixtures of Local- Experts. Neural Computation, 3, pp. 79-87.
5. Li, J., Taylor, G. and Kidner, D. (2003), Accuracy and reliability of map matched GPS coordinates: dependence on terrain model resolution and interpolation algorithm, GISRUK 2003, London. pp. 124-136.
6. NeuralWare (2002) NeuralWorks Professional II/Plus: Getting Started - A tutorial for Microsoft Windows Computers. Carnegie, USA.
7. Picton, P. (2000) Neural Networks. New York. Palgrave.
8. Stergiou, C. and Siganos, D. (1996) Neural Networks SURPRISE 96 Journal, Vol. 4.
9. Taylor, G., Uff, J. and Al-Hamadani, A., (2001), GPS positioning using map matching algorithms, drive restriction information and road network connectivity. In D.B. Kidner and G. Higgs (eds.), GIS Research in the UK: Proceedings of GIS Research UK 2001 9th Annual Conference, Glamorgan, pp. 114-119.
10. Taylor, G., Blewitt, G., Steup, D., Corbett, S. and Car, A. (2001) Road Reduction Filtering for GPS-GIS Navigation. Transactions in GIS, 5 (3) pp. 193-207.
11. Tiberius, C. (2003) Standard Positioning Service-Handheld GPD Receiver Accuracy. GPS World, pp. 46-51.
12. UK Department of Trade and Industry (1994) Best practice guidelines for developing neural computing applications - Overview.
13. US Department of Defense and US Department of Transportation (2001) Federal Radionavigation Plan [Internet] Available from: http://www.navcen.uscg.gov/pubs/frp2001/FRP2001.pdf [last access: 12/10/2003]
14. White, C. E., Bernstein, D. and Kornhauser, A. L. (2000) Some map matching algorithms for personal navigation assistants. Transportation Research Part C: Emerging Technologies, 8 (1-6) pp. 91-108.
15. Winter, M. (2002) Application of artificial neural networks to map matching for GPS navigation, Diploma Thesis, Dresden University of Technology / Germany and University of Glamorgan / UK.