Summary

Summary
Author: University of California, Los Angeles. Dept. of Engineering
Publisher:
Total Pages: 696
Release: 1960
Genre: Engineering
ISBN:

Optimal and Robust Estimation

Optimal and Robust Estimation
Author: Frank L. Lewis
Publisher: CRC Press
Total Pages: 638
Release: 2017-12-19
Genre: Technology & Engineering
ISBN: 1351837540

More than a decade ago, world-renowned control systems authority Frank L. Lewis introduced what would become a standard textbook on estimation, under the title Optimal Estimation, used in top universities throughout the world. The time has come for a new edition of this classic text, and Lewis enlisted the aid of two accomplished experts to bring the book completely up to date with the estimation methods driving today's high-performance systems. A Classic Revisited Optimal and Robust Estimation: With an Introduction to Stochastic Control Theory, Second Edition reflects new developments in estimation theory and design techniques. As the title suggests, the major feature of this edition is the inclusion of robust methods. Three new chapters cover the robust Kalman filter, H-infinity filtering, and H-infinity filtering of discrete-time systems. Modern Tools for Tomorrow's Engineers This text overflows with examples that highlight practical applications of the theory and concepts. Design algorithms appear conveniently in tables, allowing students quick reference, easy implementation into software, and intuitive comparisons for selecting the best algorithm for a given application. In addition, downloadable MATLABĀ® code allows students to gain hands-on experience with industry-standard software tools for a wide variety of applications. This cutting-edge and highly interactive text makes teaching, and learning, estimation methods easier and more modern than ever.

Commencement

Commencement
Author: University of California, Los Angeles
Publisher:
Total Pages: 538
Release: 1966
Genre:
ISBN:

Optimal Control and Stochastic Estimation

Optimal Control and Stochastic Estimation
Author: Michael J. Grimble
Publisher: John Wiley & Sons
Total Pages: 590
Release: 1988
Genre: Mathematics
ISBN:

Two volumes, which together present a modern and comprehensive overview of the field of optimal control and stochastic estimation.

Recursive Estimation and Control for Stochastic Systems

Recursive Estimation and Control for Stochastic Systems
Author: Hanfu Chen
Publisher: John Wiley & Sons
Total Pages: 400
Release: 1985
Genre: Mathematics
ISBN:

This self-contained reference for statisticians and engineers in system and control theory, analyzes the effect of convergent recursive estimation algorithms and stochastic approximation on the dependent noise case and the classic independent case. It discusses control and adaptive control problems related to recursive estimation, and introduces the combined probabilistic and differential equation method of data analysis.

Risk-Sensitive Optimal Control

Risk-Sensitive Optimal Control
Author: Peter Whittle
Publisher:
Total Pages: 266
Release: 1990-05-11
Genre: Mathematics
ISBN:

The two major themes of this book are risk-sensitive control and path-integral or Hamiltonian formulation. It covers risk-sensitive certainty-equivalence principles, the consequent extension of the conventional LQG treatment and the path-integral formulation.