New Conditional Posterior Cramér-Rao Lower Bounds for Nonlinear Sequential Bayesian Estimation.
Yujiao ZhengOnur OzdemirRuixin NiuPramod K. VarshneyPublished in: IEEE Trans. Signal Process. (2012)
Keyphrases
- bayesian estimation
- lower bound
- posterior distribution
- upper bound
- probability distribution
- latent variables
- bayesian framework
- posterior probability
- parameter estimation
- hyperparameters
- np hard
- objective function
- maximum a posteriori
- hidden variables
- rao bound
- worst case
- model selection
- conditional probabilities
- cross validation
- gaussian distribution
- motion estimation
- optimal solution
- machine learning