Search Results for author: François Baccelli

Found 5 papers, 0 papers with code

Cox Point Processes for Multi-Altitude LEO Satellite Networks

no code implementations6 Jan 2023 Chang-Sik Choi, François Baccelli

To model existing or future Low Earth Orbit (LEO) satellite networks with multiple constellations, we propose a simple analytical approach to represent the clustering of LEO satellites on orbits, based on a Cox point process.

Point Processes

A Novel Analytical Model for LEO Satellite Constellations Leveraging Cox Point Processes

no code implementations7 Dec 2022 Chang-Sik Choi, François Baccelli

This work develops an analytical framework for downlink Low Earth Orbit (LEO) satellite communications, leveraging tools from stochastic geometry.

Point Processes

Analysis of a Spatially Correlated Vehicular Network Assisted by Cox-distributed Vehicle Relays

no code implementations26 Apr 2022 Chang-Sik Choi, François Baccelli

This paper uses stochastic geometry to model and analyze a spatially correlated heterogeneous vehicular network where both RSUs and vehicular relays serve network users such as pedestrians or other vehicles.

Point Processes

LOS Coverage Area in Vehicular Networks with Cox distributed Roadside Units and Relays

no code implementations26 Oct 2021 Chang-Sik Choi, François Baccelli

In practical deployment scenarios, RSUs and vehicle relays are spatially correlated and we characterize this by employing Cox point processes to model the locations of RSUs and vehicle relays simultaneously.

Point Processes

ComHapDet: A Spatial Community Detection Algorithm for Haplotype Assembly

no code implementations27 Nov 2019 Abishek Sankararaman, Haris Vikalo, François Baccelli

Results: We propose a novel graphical representation of sequencing reads and pose the haplotype assembly problem as an instance of community detection on a spatial random graph.

Community Detection

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