Near-realtime Earth Observation Via Starlink LEO Satellite Constellation

TL;DR

This paper explores leveraging Starlink's LEO satellite network to enable near-realtime Earth observation data transfer, introducing a novel system and algorithms that improve data delivery efficiency from EO satellites.

Contribution

It proposes the Starlink Space User system and algorithms for efficient data relaying from EO satellites using Starlink infrastructure, a novel approach in satellite data communication.

Findings

Significantly reduces median data backlog per satellite.

Demonstrates feasibility of using Starlink for Earth observation data transfer.

Achieves improved data delivery performance in simulations.

Abstract

Earth observation (EO) satellites in Low Earth Orbit (LEO) are collecting vast amounts of data, which are invaluable for applications such as monitoring forest fires. However, data downloading from EO satellites faces significant challenges due to the limited number of ground stations and the brief communication windows with them. Conversely, emerging LEO constellations like Starlink have enabled continuous connectivity and revolutionized access for ordinary users globally, who can connect via a simple satellite dish. In this paper, we study the feasibility of supporting EO satellites with Starlink satellite infrastructure and introduce a novel data delivery system, designated as "Starlink Space User" (SSU), for relaying data from observation satellites. SSU treats EO satellites as space users of Starlink, facilitating efficient data transfer to Earth. At the core of SSU is a novel class of algorithms designed for link and PoP selection, as well as system scheduling optimization, that operate effectively atop Starlink's proprietary infrastructure. We assess the performance of SSU using trace-driven simulations alongside real-world Starlink performance measurements. Our results demonstrate that the proposed Starlink-aided design can significantly reduce the median backlog (data not delivered) per satellite.