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5G NB-IoT is seen as a key technology for providing truly ubiquitous, global 5G coverage (1.000.000 devices/km2) for machine type communications in the internet of things. A non-terrestrial network (NTN) variant of NB-IoT is being…

Networking and Internet Architecture · Computer Science 2021-08-29 René Brandborg Sørensen , Henrik Krogh Møller , Per Koch

Non-Terrestrial Networks (NTN) are emerging as critical enablers of global connectivity, particularly in remote, unserved, underserved, or maritime regions lacking traditional infrastructure. While much of the existing work on NTN focuses…

Emerging Technologies · Computer Science 2025-12-24 Md Mahfuzur Rahman , Nishith Tripathi , Jeffrey H. Reed , Lingjia Liu

Low Earth orbit (LEO) mega-constellations rely on inter-satellite links (ISLs) to provide global connectivity. We note that in addition to the general constellation parameters, the ISL spanning patterns are also greatly influence the final…

Networking and Internet Architecture · Computer Science 2023-12-27 Xiangtong Wang , Xiaodong Han , Menglong Yang , Chuan Xing , Yuqi Wang , Songchen Han , Wei Li

Low Earth Orbit (LEO) satellite constellations are bringing the Internet of Things (IoT) to the space arena, also known as non-terrestrial networks. Several IoT satellite applications for tracking ships and cargo can be seen as exemplary…

Networking and Internet Architecture · Computer Science 2020-07-13 Federico Chiariotti , Olga Vikhrova , Beatriz Soret , Petar Popovski

The end-to-end connectivity patterns between two points on Earth are highly volatile if mediated via a Low-Earth orbit (LEO) satellite constellation. This is rooted in the enormous speeds at which satellites in LEO must travel relative to…

Networking and Internet Architecture · Computer Science 2024-08-15 Gregory Stock , Juan A. Fraire , Santiago Henn , Holger Hermanns , Andreas Schmidt

In the last few years, considerable research efforts have focused on measuring and improving Starlink network performance, especially for user terminals (UTs) in stationary scenarios. However, the performance of Starlink networks in…

Networking and Internet Architecture · Computer Science 2026-01-21 Jinwei Zhao , Jack Baude , Ali Ahangarpour , Vaibhava Krishna Devulapalli , Sree Ganesh Lalitaditya Divakarla , Zhi-Li Zhang , Jianping Pan

Lake ice is a strong climate indicator and has been recognised as part of the Essential Climate Variables (ECV) by the Global Climate Observing System (GCOS). The dynamics of freezing and thawing, and possible shifts of freezing patterns…

Computer Vision and Pattern Recognition · Computer Science 2020-05-11 Rajanie Prabha , Manu Tom , Mathias Rothermel , Emmanuel Baltsavias , Laura Leal-Taixe , Konrad Schindler

In view of increased interest in object-oriented systems for describing coordinate information, we present a description of the data model used by the Starlink AST library. AST provides a comprehensive range of facilities for attaching…

Instrumentation and Methods for Astrophysics · Physics 2016-03-04 David Berry , Rodney Warren-Smith , Tim Jenness

Low Earth orbit (LEO) satellite constellations are rapidly becoming essential enablers of next-generation wireless systems, offering global broadband access, high-precision localization, and reliable sensing beyond terrestrial coverage.…

The rapid growth of satellite constellations, particularly Starlink, is increasingly affecting ground-based astronomy. In this project, we developed a workflow to detect, identify, and measure the brightness of trails from artificial…

Instrumentation and Methods for Astrophysics · Physics 2026-03-12 Alexandra Serrano Mendoza , Meredith L. Rawls , Andrés Alejandro Plazas Malagón

Localization is a key component of the wireless ecosystem. Machine learning (ML)-based localization using channel state information (CSI) is one of the most popular methods for achieving high-accuracy localization with low cost. However, to…

Signal Processing · Electrical Eng. & Systems 2026-05-08 Yuning Zhang , Lei Chu , Omer Gokalp Serbetci , Jorge Gomez-Ponce , Andreas F. Molisch

Low Earth Orbit (LEO) satellite mega-constellations aim to enable high-speed Internet for numerous users anywhere on Earth. To safeguard their network infrastructure in congested outer space, they perform automatic orbital maneuvers to…

Networking and Internet Architecture · Computer Science 2024-06-11 Yimei Chen , Yuanjie Li , Hewu Li , Lixin Liu , Li Ouyang , Jiabo Yang , Junyi Li , Jianping Wu , Qian Wu , Jun Liu , Zeqi Lai

LEO-to-GEO intersatellite links using laser communications bring important benefits to greatly enhance applications such as downloading big amounts of data from LEO satellites by using the GEO satellite as a relay. By using this strategy,…

Weather forecasting is one of the cornerstones of meteorological work. In this paper, we present a new benchmark dataset named Weather2K, which aims to make up for the deficiencies of existing weather forecasting datasets in terms of…

Machine Learning · Computer Science 2023-02-22 Xun Zhu , Yutong Xiong , Ming Wu , Gaozhen Nie , Bin Zhang , Ziheng Yang

The evolution of 6th generation (6G) networks increasingly relies on satellite-based Non-Terrestrial Networks (NTNs) to extend broadband connectivity to remote and unserved regions, and to support public safety. In this paper we compare two…

Networking and Internet Architecture · Computer Science 2026-04-20 Alexander Bonora , Marco Giordani , Michele Zorzi

In recent years, the emergence of large-scale Low-Earth-Orbit (LEO) satellite constellations has introduced unprecedented opportunities for global connectivity. However, routing efficiency and inter-shell communication remain key challenges…

Networking and Internet Architecture · Computer Science 2025-08-21 Hailong Su , Jinshu Su , Yusheng Xia , Haibin Li

The rapid expansion of low-Earth-orbit (LEO) megaconstellations introduces new risks to radio astronomy from unintended electromagnetic radiation (UEMR). In this work, we present an attempt to search for UEMR from Starlink satellites using…

Instrumentation and Methods for Astrophysics · Physics 2026-03-10 Xupiao Yang , Qijun Zhi , Yanbin Yang , Quan Guo , Juhua Gu , Jianfeng Wang , Yan Huang , Yun Yu , Feiyu Zhao

The performance of large-scale Low-Earth-Orbit (LEO) networks, which consist of thousands of satellites interconnected by optical links, is dependent on its network topology. Existing topology designs often assume idealized conditions and…

Networking and Internet Architecture · Computer Science 2026-02-10 Muaz Ali , Beichuan Zhang

Megaconstellations of thousands to tens of thousands of artificial satellites (satcons) are rapidly being developed and launched. These satcons will have negative consequences for observational astronomy research, and are poised to…

Earth and Planetary Astrophysics · Physics 2022-01-05 S. M. Lawler , A. C. Boley , H. Rein

In real-time and high-resolution Earth observation imagery, Low Earth Orbit (LEO) satellites capture images that are subsequently transmitted to ground to create an updated map of an area of interest. Such maps provide valuable information…

Networking and Internet Architecture · Computer Science 2023-07-18 Israel Leyva-Mayorga , Marc M. Gost , Marco Moretti , Ana Pérez-Neira , Miguel Ángel Vázquez , Petar Popovski , Beatriz Soret
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