To overcome this issue, in this paper, we propose a novel contention-based random access solution for. LEO SAT networks, dubbed emergent random access channel.

Dec 3, 2021 · In this paper, we propose a novel grant-free random access solution for LEO SAT networks, dubbed emergent random access channel protocol (eRACH).

In stark contrast to existing model-based and standardized protocols, eRACH is a model-free approach that emerges through interaction with the non-stationary ...

This paper proposes a novel contention-based random access solution for LEO SAT networks, dubbed emergent random access channel protocol (eRACH), ...

Oct 22, 2024 · Compared to RACH, we show from various simulations that our proposed eRACH yields 54.6% higher average network throughput with around two times ...

Feb 4, 2024 · In this article, we propose a multi-agent deep reinforcement learning (MADRL) framework to train a multiple access protocol for downlink low earth orbit (LEO) ...

Duration: 2:59
Posted: Dec 19, 2023

Dive into the research topics of 'Learning Emergent Random Access Protocol for LEO Satellite Networks'. Together they form a unique fingerprint. Sort by; Weight ...

2023 ; TWC. Learning Emergent Random Access Protocol for LEO Satellite Networks. Ju-Hyung Lee*, Hyowoon Seo , Jihong Park , and 2 more authors ; ICASSP 1st-Rank.

A multi-agent deep reinforcement learning (MADRL) framework to train a multiple access protocol for downlink low earth orbit (LEO) satellite networks can ...