Articles liés à Satellite Orbits Estimation, Determination, and Control:...

Satellite Orbits Estimation, Determination, and Control: Satellite orbits determination and estimation using adaptive Least Mean Squares, Kalman filters, and Neural Networks - Couverture souple

Zayan, Mohamed

 
9783843364270: Satellite Orbits Estimation, Determination, and Control: Satellite orbits determination and estimation using adaptive Least Mean Squares, Kalman filters, and Neural Networks
Couverture souple
ISBN 10 : 3843364273 ISBN 13 : 9783843364270
Editeur : LAP LAMBERT Academic Publishing, 2010

Synopsis

This thesis analyzes and develops the methods of accurate satellite orbits determination and estimation using adaptive Least Mean Squares (LMS), Kalman digital filters, and Adaptive Neural Networks (ANN). In addition, the thesis develops and implements satellite orbits controllers using an Adaptive Neural Network Predictive Control (ANNPC) technique. After a spacecraft has been placed in an operational orbit about the Earth, it will lose its orbit due to physical perturbation forces from the Earth, the Sun, and the Moon. Subsequent thrusting maneuvers will be required to correct the satellite orbit. Orbit estimation and determination are required with high accuracy, which are the first and the most important phase in preparation of the satellite-control-maneuver. The thesis specifically addresses the algorithmic implementation of the LMS and Kalman filters for the spacecraft orbit determination and estimation problem. The inherent advantages, disadvantages and trade-off, which are required to select the suitable method, have been analyzed. The orbit determination and estimation has been refined using multi-layers ANN with a non-linear function.

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À propos de l'auteur

More than 14 years of professional experience in communication engineering and Information Technology including comprehensive 8 years international experience in aerospace industry design, operation, research and development. Dr. Zayan has Bachelors, Masters and PhD degrees in Satellite Orbits Estimation, Determination, and Control.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2010
Langue
anglais
ISBN 10 
3843364273
ISBN 13 
9783843364270
Reliure
Broché
Nombre de pages
236
Coordonnées du fabricant
non disponible
Personne responsable
Buchpark GmbH
gpsr@buchpark.de

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