Linear and Nonlinear Filtering for Scientists and Engineers

Linear and Nonlinear Filtering for Scientists and Engineers

by Nasir Uddin Ahmed
     
 

ISBN-10: 9810236093

ISBN-13: 9789810236090

Pub. Date: 03/28/1999

Publisher: World Scientific Publishing Company, Incorporated

The book combines both rigor and intuition to derive most of the classical results of linear and nonlinear filtering and beyond. Many fundamental results recently discovered by the author are included. Furthermore, many results that have appeared in recent years in the literature are also presented. The most interesting feature of the book is that all the derivations

Overview

The book combines both rigor and intuition to derive most of the classical results of linear and nonlinear filtering and beyond. Many fundamental results recently discovered by the author are included. Furthermore, many results that have appeared in recent years in the literature are also presented. The most interesting feature of the book is that all the derivations of the linear filter equations given in Chapters 3-11, beginning from the classical Kalman filter presented in Chapters 3 and 5, are based on one basic principle which is fully rigorous but also very intuitive and easily understandable. The second most interesting feature is that the book provides a rigorous theoretical basis for the numerical solution of nonlinear filter equations illustrated by multidimensional examples. The book also provides a strong foundation for theoretical understanding of the subject based on the theory of stochastic differential equations.

Product Details

ISBN-13:
9789810236090
Publisher:
World Scientific Publishing Company, Incorporated
Publication date:
03/28/1999
Series:
Applied Mathematics Series
Pages:
272
Product dimensions:
6.34(w) x 8.82(h) x 0.79(d)

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