9783731503385 - Nonlinear Gaussian Filtering Theory Algorithms and Applications

Bilder-Quelle: discount24.de - Sport-Freizeit

By restricting to Gaussian distributions the optimal Bayesian filtering problem can be transformed into an algebraically simple form which allows for computationally efficient algorithms. Three problem settings are discussed in this thesis: (1) filtering with Gaussians only (2) Gaussian mixture filtering for strong nonlinearities (3) Gaussian process filtering for purely data-driven scenarios. For each setting efficient algorithms are derived and applied to real-world problems.

Produktinformationen zuletzt aktualisiert am
25.03.2025 um 09:52 Uhr

Hersteller

EAN

9783731503385

MPN

ASIN

Produktgruppe