1.

Record Nr.

UNINA9910818945503321

Autore

Zarchan Paul

Titolo

Fundamentals of Kalman filtering : a practical approach / / Paul Zarchan, Howard Musoff

Pubbl/distr/stampa

Reston, VA : , : American Institute of Aeronautics & Astronautics, , 2009

©2009

ISBN

1-60086-719-7

Edizione

[Third edition]

Descrizione fisica

xxvii, 852 pages : illustrations

Collana

Progress in astronautics and aeronautics  Fundamentals of Kalman filtering

Disciplina

515/.252

Soggetti

Kalman filtering - Statistical methods

Control theory

Aeronautics

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Note generali

Bibliographic Level Mode of Issuance: Monograph

Nota di contenuto

Numerical basics -- Method of least squares -- Recursive least-squares filtering -- Polynomial Kalman filters -- Kalman filters in a nonpolynomial world -- Continuous polynomial Kalman filter -- Extended Kalman filtering -- Drag and falling object -- Cannon-launched projectile tracking problem -- Tracking a sine wave -- Satellite navigation -- Biases -- Linearized Kalman filtering -- Miscellaneous topics -- Fading-memory filter -- Assorted techniques for improving Kalman-filter performance -- Fixed-memory filters -- Chain-rule and least-squares filtering -- Filter bank approach to tracking a sine wave -- Appendix A: Fundamentals of Kalman-filtering software -- Appendix B: Key formula and concept summary.