Bayesian estimation and tracking a practical guide
A practical approach to estimating and tracking dynamic systems in real-world applications. Much of the literature on performing estimation for non-Gaussian systems is short on practical methodology, while Gaussian methods often lack a cohesive derivation. Bayesian Estimation and Tracking addresses...
| Main Author: | |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Hoboken
John Wiley & Sons
2012
|
| Subjects: | |
| Online Access: | |
| Collection: | O'Reilly - Collection details see MPG.ReNa |
| Summary: | A practical approach to estimating and tracking dynamic systems in real-world applications. Much of the literature on performing estimation for non-Gaussian systems is short on practical methodology, while Gaussian methods often lack a cohesive derivation. Bayesian Estimation and Tracking addresses the gap in the field on both accounts, providing readers with a comprehensive overview of methods for estimating both linear and nonlinear dynamic systems driven by Gaussian and non-Gaussian noices. Featuring a unified approach to Bayesian estimation and tracking |
|---|---|
| Physical Description: | 523 pages |
| ISBN: | 0470621702 1118287797 9781118287798 9780470621707 1118287835 9781118287804 9781118287835 |