Kalman filter : engineering applications? / Yuri V. Kim, editor.

Format:

Book

Contributor:

Kim, Yuri V., editor.

Language:

English

Subjects (All):

Kalman filtering.

Kalman filtering--Textbooks.

Physical Description:

1 online resource (112 pages)

Place of Publication:

London : IntechOpen, [2023]

Summary:

The purpose of this book is to present some uses of the Kalman filter (KF) in engineering activities that can produce a robust and technically acceptable result while keeping as close as possible to the optimal (most accurate) solution. KF sub-optimization is often required, due to the realities of implementation and real-life operational conditions. The book brings together the experiences of specialists from different engineering areas using the KF in their practice.

Contents:

1. Review of Kalman Filter Developments in Analytical Engineering Design 2. Extended Kalman Filter for a Monitoring System of the Guyed Towers 3. Detection and Localization of a Failure in a Pipeline Using a Kalman Filter: An Intelligent Integrated Approach Powered by Bayesian Classification 4. Computationally Efficient Kalman Filter Approaches for Fitting Smoothing Splines 5. Sequential Mini-Batch Noise Covariance Estimator.

Notes:

Description based on print version record.