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Line-of-Sight Probability and Holding Distance in Non-Terrestrial Networks

Akram Al‐Hourani

2024IEEE Communications Letters20 citationsDOI

Abstract

Modeling the stochastic behavior of Line-of-Sight (LoS) availability holds significant importance in evaluating the performance of non-terrestrial networks (NTN), encompassing both satellite and UAV links. This letter presents a novel framework for quantifying LoS probability in diverse urban settings, utilizing a practical visual (camera-based) approach across varying elevation angles. Additionally, a novel technique is introduced to characterize LoS states through a continuous-space Markov chain. This approach incorporates key parameters such as the mean holding distance of LoS state and its distribution. Furthermore, the letter outlines a practical methodology for emulating transitions between LoS and non-LoS states as users move through the propagation environment. Such emulation is essential for accurately modeling the performance of next-generation NTN networks across different urban scenarios.

Topics & Concepts

EmulationComputer scienceNon-line-of-sight propagationMarkov chainProbability distributionKey (lock)Markov processState spaceDistributed computingReal-time computingSimulationTelecommunicationsMachine learningStatisticsMathematicsEconomicsWirelessComputer securityEconomic growthUAV Applications and OptimizationSatellite Communication SystemsAir Traffic Management and Optimization
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