Litcius/Paper detail

Location-Based Analytics in 5G and Beyond

Stefania Bartoletti, Luca Chiaraviglio, Sergio Fortes, Takai Eddine Kennouche, Gürkan Solmaz, Giacomo Bernini, Domenico Giustiniano, Joerg Widmer, Raquel Barco, Giuseppe Siracusano, Andrea Conti, Nicola Bléfari-Melazzi

2021IEEE Communications Magazine35 citationsDOIOpen Access PDF

Abstract

Location-based analytics leverage accurate location awareness enabled by the fifth generation (5G) mobile technology standard, as well as the integration of heterogeneous technologies, to empower a plethora of new services for 5G verticals and optimize the use of network resources. This article proposes an end-to-end architecture integrated in the 5G network infrastructure to provide location-based analytics as a service. Based on this architecture, we present an overview of cutting-edge applications in 5G and beyond, focusing on people-centric and network-centric location-based analytics.

Topics & Concepts

Computer scienceAnalyticsLeverage (statistics)ArchitectureEdge deviceData scienceEnhanced Data Rates for GSM EvolutionComputer networkTelecommunicationsCloud computingArtificial intelligenceOperating systemVisual artsArtIndoor and Outdoor Localization TechnologiesHuman Mobility and Location-Based AnalysisMobile Crowdsensing and Crowdsourcing