Online Assignment of Satellite Data Transmission Tasks Based on Twin Delayed Deep Deterministic Policy Gradient

This study focuses on the scheduling problem of satellite data transmission tasks, where ground station resources are scarce and subject to multiple constraints, such as limited funding, long investment cycles, and limited industrial technology. With the increase of satellite observation tasks, data...

Full description

Bibliographic Details

Published in:	2024 7th World Conference on Computing and Communication Technologies (WCCCT) pp. 245 - 249
Main Authors:	Li, Ke, Xiong, Shunrui, Yang, Mingying, Ma, Sai
Format:	Conference Proceeding
Language:	English
Published:	IEEE 12.04.2024
Subjects:	data transmission task scheduling Deep reinforcement learning Dynamic scheduling Heuristic algorithms Job shop scheduling Processor scheduling Satellites scheduling problem Sharding twin delayed deep deterministic policy gradient
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!