HAL will be down for maintenance from Friday, June 10 at 4pm through Monday, June 13 at 9am. More information
Skip to Main content Skip to Navigation
Conference papers

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.
Document type :
Conference papers
Complete list of metadata

Cited literature [18 references]  Display  Hide  Download

https://hal.archives-ouvertes.fr/hal-01121090
Contributor : Emmanuel Chevallier Connect in order to contact the contributor
Submitted on : Friday, February 27, 2015 - 1:31:54 PM
Last modification on : Monday, April 4, 2022 - 10:40:40 AM
Long-term archiving on: : Thursday, May 28, 2015 - 10:16:20 AM

File

DensityEsitmationRadar.pdf
Files produced by the author(s)

Identifiers

Citation

Emmanuel Chevallier, Frédéric Barbaresco, Jesus Angulo. Probability density estimation on the hyperbolic space applied to radar processing. International Conference on Networked Geometric Science of Information, Oct 2015, Palaiseau, France. pp.753-761, ⟨10.1007/978-3-319-25040-3_80⟩. ⟨hal-01121090⟩

Share

Metrics

Record views

2683

Files downloads

866