A numerical method for computing interval distributions for an inhomogeneous Poisson point process modified by random dead times
Sign Up to like & getrecommendations! Published in 2021 at "Biological Cybernetics"
DOI: 10.1007/s00422-021-00868-8
Abstract: The inhomogeneous Poisson point process is a common model for time series of discrete, stochastic events. When an event from a point process is detected, it may trigger a random dead time in the detector,… read more here.
Keywords: poisson point; point process; process; point ... See more keywords
An interpretable and transferable model for shallow landslides detachment combining spatial Poisson point processes and generalized additive models
Sign Up to like & getrecommendations! Published in 2024 at "Stochastic Environmental Research and Risk Assessment"
DOI: 10.1007/s00477-025-02943-z
Abstract: Shallow landslides are rapidly moving and strongly dangerous slides. In the present work, the probabilistic distribution of the landslide detachment points within a valley is modelled as a spatial Poisson point process, whose intensity depends… read more here.
Keywords: generalized additive; spatial poisson; shallow landslides; model ... See more keywords
Convergence of extreme values of Poisson point processes at small times
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DOI: 10.1007/s10687-021-00409-3
Abstract: We study the behaviour of large values of extremal processes at small times, obtaining an analogue of the Fisher-Tippet-Gnedenko Theorem. Thus, necessary and sufficient conditions for local convergence of such maxima, linearly normalised, to the… read more here.
Keywords: small times; convergence extreme; values poisson; poisson point ... See more keywords
A Model Based Poisson Point Process for Downlink Cellular Networks Using Joint Scheduling
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DOI: 10.1007/s11277-019-06353-7
Abstract: This paper proposes a model based on a random cellular network to analyse performance of Joint Scheduling in which a typical user measures signal-to-interference-plus-noise ratio (SINR) on different resource blocks from K nearest BSs in… read more here.
Keywords: using joint; joint scheduling; model based; point process ... See more keywords
Large and moderate deviations in Poisson navigations
Sign Up to like & getrecommendations! Published in 2024 at "Advances in Applied Probability"
DOI: 10.1017/apr.2025.10025
Abstract: We derive large- and moderate-deviation results in random networks given as planar directed navigations on homogeneous Poisson point processes. In this non-Markovian routing scheme, starting from the origin, at each consecutive step a Poisson point… read more here.
Keywords: moderate deviations; deviations poisson; poisson point; large moderate ... See more keywords