Bayesian bounds for parameter estimation and nonlinear filtering / tracking
Title:
Bayesian bounds for parameter estimation and nonlinear filtering / tracking
Author:
Van Trees, Harry L.
ISBN:
9780470544198
Physical Description:
1 PDF (xvi, 951 pages) : illustrations.
Contents:
Bayesian Cramér-Rao Bounds -- Global Bayesian Bounds -- Hybrid Bayesian Bounds -- Constrained Cramér-Rao Bounds -- Applications: Static Parameters -- Nonlinear Stochastic Dynamic Systems -- Applications: Nonlinear Dynamic Systems -- Statistical Literature.
Abstract:
Bayesian Bounds provides a collection of the important papers dealing with the theory and application of Bayesian bounds. The book is essential to both engineers and statisticians whether they are practitioners or theorists. Each part of the book is introduced with the contributions of each selected paper and their interrelationship.
Additional Physical Form Available Note:
Also available in print.
Genre:
Electronic Access:
Abstract with links to resource http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=5263120