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Proceedings Paper

Nonlinear signal processing using radial basis functions
Author(s): Terence J. Shepherd; David S. Broomhead
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Paper Abstract

A procedure for multidimensional nonlinear modeling and interpolation is described which employs the method of radial basis function analysis. A systolic array for efficiently performing the associated computation for both the modeling and interpolation modes recursively in time is also described. Conditions are given for the further improvement of efficiency in the algorithm when the input data constitute a time series, and an associated processing structure is outlined.

Paper Details

Date Published: 1 November 1990
PDF: 11 pages
Proc. SPIE 1348, Advanced Signal Processing Algorithms, Architectures, and Implementations, (1 November 1990); doi: 10.1117/12.23464
Show Author Affiliations
Terence J. Shepherd, Royal Signals and Radar Establishment (United Kingdom)
David S. Broomhead, Royal Signals and Radar Establ (United Kingdom)

Published in SPIE Proceedings Vol. 1348:
Advanced Signal Processing Algorithms, Architectures, and Implementations
Franklin T. Luk, Editor(s)

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