Data-Driven Capturability Analysis for Pure Proportional Navigation Guidance Considering Target Maneuver

A data-driven statistical analysis of the missile’s capture region is performed. The initial geometric configuration for pursuer missile against a target in which can intercept while satisfying specific constraints. verification approach has advantages over analytic that it deal with various guidance algorithms and maneuver utilizing numerical simulator. In this study, model constructed using Gaussian process regression model. computes probability distribution space. capturability conducted maneuvering derived from compared model, effectiveness active sampling algorithm demonstrated.