Prediction of Time Series Empowered with a Novel SREKRLS Algorithm

For the unforced dynamical non-linear statespace model, a new Q1 and efficient square root extended kernel recursive least square estimation algorithm is developed in this article. The proposed algorithm lends itself towards the parallel implementation as in the FPGA systems. With the help of an ort...

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Bibliographic Details

Published in:	Computers, materials & continua Vol. 67; no. 2; pp. 1413 - 1427
Main Authors:	Shoaib, Bilal, Javed, Yasir, Adnan Khan, Muhammad, Ahmad, Fahad, Majeed, Rizwan, Saqib Nawaz, Muhammad, Adeel Ashraf, Muhammad, Iqbal, Abid, Idrees, Muhammad
Format:	Journal Article
Language:	English
Published:	Henderson Tech Science Press 2021
Subjects:	Algorithms Integrated circuits Kernels Learning curves Least squares Mathematical analysis Matrices (mathematics) Noise levels Symmetry Systolic arrays Time series Very large scale integration
ISSN:	1546-2226, 1546-2218, 1546-2226
Online Access:	Get full text
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