Skip to main content
Log in

Tensor structure applied to the least-squares method, revisited

  • Published:
Bulletin Géodésique Aims and scope Submit manuscript

Abstract

The geometrical approach to the least-squares, based on differential geometry with tensor structure and notations, describes the adjustment theory in a simple and plausible manner. The development relies heavily on orthonormal space and surface vectors, and on the extrinsic properties of surfaces linking the two kinds of vectors. In order to relate geometry to adjustments, the geometrical concepts are extended to an n-dimensional space and u- or r-dimensional surfaces, where n is the number of observations, u is the number of parameters in the parametric method and r is the number of conditions in the condition method, with n=u+r. Connection is made to Hilbert spaces by demonstrating that the tensor approach to the least-squares is a classical case of the Hilbert-space approach.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. A. MARUSSI:Fondamenti di Geodesia Intrinseca. Publication by the Italian Geodetic Commission, No. III 7. Milano, 1951.

  2. M. HOTINE:Mathematical Geodesy. Monogr. Ser. Vol. 2, Envir. Sci. Serv. Admin., Washington, D.C., 1969.

    Google Scholar 

  3. P. VANÍCEK: “Tensor Structure and the Least Squares”,Bulletin Géodésique, Vol. 53, No. 3, pp. 221–225, 1979.

    Article  Google Scholar 

  4. M. MOHAMMAD-KARIM:Diagrammatic Approach to Solve Least-Squares Adjustment and Collocation Problems. Technical Report No. 83, Department of Surveying Engineering, University of New Brunswick, Fredericton, N.B., Canada, September 1981.

    Google Scholar 

  5. J.M. TIENSTRA: “An Extension of the Technique of the Methods of Le≸st Squares to Correlated Observations”.Bulletin Géodésique, No. 6, 1947.

  6. J.M. TIENSTRA: “The Foundation of the Calculus of Observations and the Method of Le≸st Squares”.Bulletin Géodésique, No. 10, 1948.

  7. J.M. TIENSTRA:Theory of the Adjustment of Normally Distributed Observations. Edited by his friends. N. V. Uitgeverij, Argus, Amsterdam, 1956.

    Google Scholar 

  8. W. BAARDA:Statistical Concepts in Geodesy. Publications on Geodesy by the Netherlands Geodetic Commission, New Series, Vol. 2, No. 4, Delft, 1967.

  9. W. BAARDA:Testing Procedure for Use in Geodetic Networks. Publications on Gecdesy by the Netherlands Geodetic Commission, New Series, Vol. 2, No. 5, Delft, 1968.

  10. W. BAARDA:Vereffeningstheorie. Vol. 1 & 2. Computing Centre of the Delft Geodetic Institute, Technische Hogeschool, Delft, 1967 & 1970.

    Google Scholar 

  11. A.H. KOOIMANS: “Principles of the Calculus of Observations”.Rapport Spécial, Neuvième Congrès International des Géomètres, Pays-Bas, pp. 301–310, 1958.

  12. W.M. KAULA:Theory of Satellite Geodesy. Blaisdell Publ. Co., Waltham, Mass., 1966.

    Google Scholar 

  13. H. SCHEFFÉ:The Analysis of Variance, John Wiley & Sons, Inc., New York, N.Y., 1967.

    Google Scholar 

  14. G. BLAHA:Analysis Linking the Tensor Structure to the Least-Squares Method. AFGL Technical Report—in press, Air Force Geophysics Laboratory, Hanscom AFB, Mass., 1984.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

BLAHA, G. Tensor structure applied to the least-squares method, revisited. Bull. Geodesique 58, 1–30 (1984). https://doi.org/10.1007/BF02521753

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02521753

Keywords

Navigation