Bayesian Real-Time System Identification From Centralized to Distributed Approach
tarafından
 
Huang, Ke. author.

Başlık
: 
Bayesian Real-Time System Identification From Centralized to Distributed Approach

Yazar
: 
Huang, Ke. author.

ISBN
: 
9789819905935

Basım Bilgisi
: 
1st ed. 2023.

Fiziksel Tanımlama
: 
XII, 276 p. 154 illus., 127 illus. in color. online resource.

İçerik
: 
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.

Konu Terimleri
: 
Dynamics.
 
Nonlinear theories.
 
Statistics .
 
Civil engineering.
 
Applied Dynamical Systems.
 
Bayesian Inference.

Yazar Ek Girişi
: 
Yuen, Ka-Veng.

Tüzel Kişi Ek Girişi
: 
SpringerLink (Online service)

Elektronik Erişim
: 
https://doi.org/10.1007/978-981-99-0593-5


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