DocumentCode
2026108
Title
Recursive least-squares lattices and trigonometry in the spherical triangle
Author
Desbouvries, F.
Author_Institution
Inst. Nat. des Telecommun., Evry, France
Volume
3
fYear
1993
fDate
27-30 April 1993
Firstpage
404
Abstract
The three fundamental planar biorthogonalization steps which underlie the geometric derivation of the fast recursive least squares (FRLS) adaptive lattices are gathered into a unit-length 3-D tetrahedron. The inverse of Yule´s PARCOR Identity (YPII) then admits a nice geometric interpretation in terms of projections into this tetrahedron. Since tetrahedrons are closely related to spherical triangles, YPII is recognized as the fundamental ´cosine law´ of spherical trigonometry. In that framework, the angle-normalized RLS lattice recursions happen to be one particular solution to one of the six spherical triangle problems. The practical interest of this geometric interpretation is that one can take advantage of spherical trigonometry to derive unnoticed recursions among RLS quantities. This leads, for instance, to an original ´dual´ version of YPII.<>
Keywords
adaptive filters; computational geometry; filtering and prediction theory; least squares approximations; adaptive lattices; geometric interpretation; planar biorthogonalization steps; recursive least squares; spherical trigonometry; trigonometry;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1993. ICASSP-93., 1993 IEEE International Conference on
Conference_Location
Minneapolis, MN, USA
ISSN
1520-6149
Print_ISBN
0-7803-7402-9
Type
conf
DOI
10.1109/ICASSP.1993.319520
Filename
319520
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