A 5G-Based Architecture for Localization Accuracy

被引:0
|
作者
Belesioti, Maria [1 ]
Tsagkaris, Kostas [2 ]
Margaris, Aristotelis [2 ]
Chochliouros, Ioannis P. [1 ]
机构
[1] Hellen Telecommun Org OTE SA, 99 Kifissias Ave, Maroussi Athens 15124, Greece
[2] Incelligent, Athens, Greece
基金
欧盟地平线“2020”;
关键词
5G; Artificial Intelligence (AI); Localization analytics & services; Localization awareness; Machine learning (ML); Network function (NF); Privacy; LOCATION-AWARE COMMUNICATIONS; 5G;
D O I
10.1007/978-3-031-08341-9_2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Future communications technologies will radically transform the way we communicate, by introducing a vast array of capabilities and services. In current 5G networks, key elements such as increased bandwidth, smaller cells, high density, multiple radio access technologies and device-to-device (D2D) communication can offer great benefit in localization services. Telecom operators and ICT companies have accepted the challenge to develop and integrate mobile localization technologies, powered by AI algorithms and machine-learning techniques, which will exploit the location information while, at the same time, preserve endusers' privacy. The use of these technologies will enhance location-based communication and network management techniques as well as mobility and radio resource management. In this paper, we present the ambition coming from the framework of the LOCUS EU-funded project [1]. LOCUS aims to design and implement an innovative location management layered platform which will be able to improve localization accuracy, taking into consideration localization security and privacy concerns, to extend localizationwith physical analytics and finally to extract value out from the combined interaction of localization and analytics, while guaranteeing users' privacy.
引用
收藏
页码:23 / 33
页数:11
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