Cognitive radar applied to forest and kriging-based metamodel

Panagiotis Piteros (1) , Laetitia Thirion-Lefevre (1) , Régis Guinvarc'H (1) , Marc Lambert (2)

1 SONDRA - Sondra, CentraleSupélec, Université Paris-Saclay (COmUE)
2 L2S - Laboratoire des signaux et systèmes

The idea of applying the cognitive radar principle to the forest characterization is presented. It implies an adaptive design of experiments (DOE) that will allow us to construct approximate models. These models reduce the computational cost, which is mandatory when running many numerical simulations in various configurations.

Mots clés: Index Terms— Cognitive Radar; Forest; Metamodel Adaptive DOE; Kriging; Prediction Uncertainty

Domaines: Electromagnétisme

Panagiotis Piteros, Laetitia Thirion-Lefevre, Régis Guinvarc'H, Marc Lambert. Cognitive radar applied to forest and kriging-based metamodel. 2014 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2014), Jul 2014, Quebec, Canada. 4 p. ⟨hal-01103273⟩