2023
DOI: 10.3837/tiis.2023.03.016
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An ANN-based Intelligent Spectrum Sensing Algorithm for Space-based Satellite Networks

Abstract: In Low Earth Orbit (LEO) satellite networks, satellites operate fast and the inter-satellite link change period is short. In order to sense the spectrum state in LEO satellite networks in realtime, a space-based satellite network intelligent spectrum sensing algorithm based on artificial neural network (ANN) is proposed, while Geosynchronous Earth Orbit (GEO) satellites are introduced to make fast and effective judgments on the spectrum state of LEO satellites by using their stronger arithmetic power. Firstly,… Show more

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