Cover image for Measurement data modeling and parameter estimation
Title:
Measurement data modeling and parameter estimation
Author:
Wang, Zhengming, 1962-
ISBN:
9781439853795
Publication Information:
Boca Raton, Fla. : CRC Press, 2012.
Physical Description:
xxi, 531 p. : ill.
Series:
Systems evaluation, prediction, and decision-making series
Series Title:
Systems evaluation, prediction, and decision-making series
Contents:
ch. 1. Error theory -- ch. 2. Parametric representations of functions to be estimated -- ch. 3. Methods of modern regression analysis -- ch. 4. Methods of time series analysis -- ch. 5. Discrete-time Kalman filter -- ch. 6. Processing data from radar measurements -- ch. 7. Precise orbit determination of LEO satellites based on dual-frequency GPS.
Abstract:
"This book discusses the theories, methods, and application techniques of the measurement data mathematical modeling and parameter estimation. It seeks to build a bridge between mathematical theory and engineering practice in the measurement data processing field so theoretical researchers and technical engineers can communicate. It is organized with abundant materials, such as illustrations, tables, examples, and exercises. The authors create examples to apply mathematical theory innovatively to measurement and control engineering. Not only does this reference provide theoretical knowledge, it provides information on first hand experiences"-- Provided by publisher.
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