Probability density estimation on the hyperbolic space applied to radar processing
Abstract
Main techniques of probability density estimation on Riemannian manifolds are reviewed in the hyperbolic case. For computational
reasons we chose to focus on the kernel density estimation and we provide the expression of Pelletier estimator on hyperbolic space.
The method is applied to density estimation of reflection coefficients from radar observations.
Origin : Files produced by the author(s)
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