Bayesian Real-Time System Identification From Centralized to Distributed Approach
by
Huang, Ke. author.
Title
:
Bayesian Real-Time System Identification From Centralized to Distributed Approach
Author
:
Huang, Ke. author.
ISBN
:
9789819905935
Edition
:
1st ed. 2023.
Physical Description
:
XII, 276 p. 154 illus., 127 illus. in color. online resource.
Contents
:
Chapter 1. Introduction -- Chapter 2. System identification by Kalman filter and extended Kalman filter -- Chapter 3. Outlier detection for real-time system identification -- Chapter 4. Real-time updating of noise parameters for structural identification -- Chapter 5. Bayesian model class selection for real-time system identification -- Chapter 6. Online distributed identification for wireless sensor networks -- Chapter 7. Online distributed identification handling asynchronous data and multiple outlier-corrupted data.
Subject Term
:
Dynamics.
Nonlinear theories.
Statistics .
Civil engineering.
Applied Dynamical Systems.
Bayesian Inference.
Added Author
:
Yuen, Ka-Veng.
Added Corporate Author
:
SpringerLink (Online service)
Electronic Access
:
| Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
|---|
| Online Library | E-Book | 527621-1001 | ONLINE | | Elektronik Kütüphane |