Download the fantastic book titled Advanced Kalman Filtering Least Squares and Modeling written by Bruce P. Gibbs, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Advanced Kalman Filtering Least Squares and Modeling", which was released on 29 March 2011. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Technology & Engineering genre.
Summary of Advanced Kalman Filtering Least Squares and Modeling by Bruce P. Gibbs PDF
This book is intended primarily as a handbook for engineers who must design practical systems. Its primary goal is to discuss model development in sufficient detail so that the reader may design an estimator that meets all application requirements and is robust to modeling assumptions. Since it is sometimes difficult to a priori determine the best model structure, use of exploratory data analysis to define model structure is discussed. Methods for deciding on the “best” model are also presented. A second goal is to present little known extensions of least squares estimation or Kalman filtering that provide guidance on model structure and parameters, or make the estimator more robust to changes in real-world behavior. A third goal is discussion of implementation issues that make the estimator more accurate or efficient, or that make it flexible so that model alternatives can be easily compared. The fourth goal is to provide the designer/analyst with guidance in evaluating estimator performance and in determining/correcting problems. The final goal is to provide a subroutine library that simplifies implementation, and flexible general purpose high-level drivers that allow both easy analysis of alternative models and access to extensions of the basic filtering. Supplemental materials and up-to-date errata are downloadable at http://booksupport.wiley.com.
Detail About Advanced Kalman Filtering Least Squares and Modeling PDF
- Author : Bruce P. Gibbs
- Publisher : John Wiley & Sons
- Genre : Technology & Engineering
- Total Pages : 559 pages
- ISBN : 1118003160
- Release Date : 29 March 2011
- PDF File Size : 45,7 Mb
- Language : English
- Rating : 4/5 from 21 reviews
Clicking on the GET BOOK button will initiate the downloading process of Advanced Kalman Filtering Least Squares and Modeling by Bruce P. Gibbs. This book is available in ePub and PDF format with a single click unlimited downloads.