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Viser: Bayesian Real-Time System Identification - From Centralized to Distributed Approach
Bayesian Real-Time System Identification
From Centralized to Distributed Approach
Ke Huang og Ka-Veng Yuen
(2023)
Sprog: Engelsk
Detaljer om varen
- Hardback
- Udgiver: Springer (Maj 2023)
- Forfattere: Ke Huang og Ka-Veng Yuen
- ISBN: 9789819905928
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.