Accurate INS/DGPS positioning using INS data de-noising and autoregressive (AR) modeling of inertial sensor errors

Geomatica

Volumn 59, Issue 3, 2005, Pages 283-294

  Nassar, Sameh ^a  

^a UNIVERSITY OF CALGARY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ERROR ANALYSIS; INERTIAL NAVIGATION SYSTEMS; MATHEMATICAL MODELS; POSITION MEASUREMENT; REGRESSION ANALYSIS; TIME DOMAIN ANALYSIS; VELOCITY MEASUREMENT;

AUTOREGRESSIVE (AR) MODELING; DIFFERENTIAL GLOBAL POSITIONING SYSTEM (DGPS); ERROR MODELS;

GLOBAL POSITIONING SYSTEM;

ACCURACY ASSESSMENT; DGPS; ERROR ANALYSIS; NAVIGATION AID;

EID: 28444434180     PISSN: 11951036     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (23)

1. Bethel, J. S., C. Lee and D. A. Landgrebe. 2000 Geometric Registration of Hyperspectral Airborne Pushbroom Data. Proceedings of the, ISPRS XIX, Amsterdam, The Netherlands, July 16-23, pp 183-190.
2. Box, G. E. P. and G. M. Jenkins. 1976 Time Series Analysis, Forecasting and Control. Holden-Day Inc., San Francisco, California, USA.
3. Brown, R. G. and P. Y. C. Hwang. 1997. Introduction to Random Signals and Applied Kalman Filtering John Wiley & Sons Inc.
4. Bruton, A., K. P. Schwarz and J. Skaloud. 2000 The Use of Wavelets for the Analysis and De-noising of Kinematic Geodetic Measurements. Proceedings of the IAG Symposia No. 121, Geodesy Beyond 2000, Birmingham, UK, July 19-30, 1999, Springer-Verlag Berlin Heidelberg, pp.227-232.
5. Farrell, J. A. and M. Barth. 1999. The Global Positioning System & Inertial Navigation. McGraw-Hill, New York, USA.
6. Goswami, J. C. and A. K. Chan. 1999. Fundamentals of Wavelets: Theory, Algorithms and Applications. John Wiley & Sons Inc.
7. Granger, C. W. J. and A. P. Andersen. 1978. An Introduction to Bilinear Time Series Models. Vandenhoeck & Ruprecht in Göttingen, Germany.
8. Grejner-Brzezinska, D.A. 2001. Direct sensor orientation in airborne and land-based mapping applications Geodetic GeoInformation science, The university, Report No. 461.
9. Jackson, L. B. 1996. Digital Filters and Signal Processing. Kluwer Academic Publishers, Norwell, Massachusetts, USA.
10. Klees, R. and P. Broersen. 2002. How to Handle Colored Noise in Large Least-Squares Problems. Delft University Press, Delft University of Technology The Netherlands.
11. Misiti, M., Y. Misiti, G. Oppenheim and J. M. Poggi. 2000. Wavelet Toolbox for the Use with Matlab, The Math Works Inc., MA, USA.
12. Nassar, S., K. P. Schwarz, A. Noureldin and N. El-Sheimy. 2003. Modeling Inertial Sensor Errors Using Autoregressive Models. Proceedings of the Institute of Navigation (ION) National Technical Meeting (NTM 2003), Anaheim, California, USA, January 22-24, pp. 116-125.
13. Nassar, S.; K. P. Schwarz and N. El-Sheimy. 2004. INS and INS/GPS Accuracy Improvement Using Autoregressive (AR) Modeling of INS Sensor Errors. Proceedings of the ION 2004 National Technical Meeting (NTM 2004), San Diego, California, USA, January 26-28, 2004, pp.936-944.
14. Oppenheim, A. V. and R. W. Schafer. 1999. Discrete Time Signal Processing. Prentice-Hall Inc., Englewood Cliffs, New Jersey, USA.
15. Orfanidis, S. J. 1988. Optimum Signal Processing: An Introduction. Macmillan Publishing Company, New York, USA.
16. Polikar, R. 1996. The Wavelet Tutorial. Rowan University, College of Engineering Web Server, http://Engineering.rowan.edu/-polikar/WAVELETS, Glassboro, New Jersey, USA.
17. Salychev, O. S. 1998. Inertial Systems in Navigation and Geophysics. Bauman Moscow State Technical University Press, Moscow, Russia.
18. Savage, P. G. 2000. Strapdown Analytics: Parts I & II. Strapdown Associates, Inc., Maple Plain, Minnesota
19. Schwarz, K. P. and M. Wei. 2001. INS/GPS Integration for Geomatics. Lecture Notes for ENGO 623, Department of Geomatics Engineering, University of Calgary, Calgary, Alberta, Canada.
20. Skaloud, J. 1999. Optimizing Georeferencing of Airborne Survey Systems by INS/GPS. PhD Thesis, Department of Geomatics Engineering, University of Calgary, Calgary, Alberta, Canada, UCGE Report No. 20126.
21. Strang, G. and T. Nguyen. 1996. Wavelets and Filter Banks. Wellesley-Cambridge Press.
22. Titterton, D. H. and J. L. Weston. 1997. Strapdown Inertial Navigation Technology. Peter Peregrinus Ltd., The Institution of Electrical Engineers, London, UK.
23. Young, P. 1984. Recursive Estimation and Time-Series Analysis, An Introduction. Springer-Verlag, Germany.