Prediction of sampled signals with using scalar and vector Kalman filters

Authors: Limonov A. S., Pustovit T.M. Limonov A. А.

Year: 2011

Issue: 09

Pages: 26-37

Abstract

The abilities of sampled signals prediction with using scalar and vector Kalman filters are researched.

Tags: estimation; optimal; prediction; scalar Kalman filters; vector Kalman filter

Bibliography

  1. Sage A.P. and Melsa J.L. Estimation theory with application in communications and control. – McGraw-Hill, 1991. – 450p.
  2. Schwartz Mand L. Signal processing. Discrete spectral analysis detection and estimation. – McGraw-Hill, 1975.- 350p.
  3. Scovell G.A. A guided tour through the implementations of a Kalman filter. Univ of Birmingham (England), Bosworth Course, April 1977.
  4. Sorenson H.W. Kalman filtering techniques. Advances in control systems. – Leondes (editor) Academic Press, 1996. – 570p.
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