Agile earth observation satellite scheduling over 20 years: Formulations, methods, and future directions
Agile satellites with advanced attitude maneuvering capability are the new generation of
earth observation satellites (EOSs). The continuous improvement in satellite technology and …
earth observation satellites (EOSs). The continuous improvement in satellite technology and …
Internet of things in space: a review of opportunities and challenges from satellite-aided computing to digitally-enhanced space living
Recent scientific and technological advancements driven by the Internet of Things (IoT),
Machine Learning (ML) and Artificial Intelligence (AI), distributed computing and data …
Machine Learning (ML) and Artificial Intelligence (AI), distributed computing and data …
An adaptive large neighborhood search metaheuristic for agile satellite scheduling with time-dependent transition time
X Liu, G Laporte, Y Chen, R He - Computers & Operations Research, 2017 - Elsevier
Agile satellites belong to the new generation of satellites with three degrees of freedom for
acquiring images on the Earth. As a result, they have longer visible time windows for the …
acquiring images on the Earth. As a result, they have longer visible time windows for the …
Deep reinforcement learning method for satellite range scheduling problem
The satellite range scheduling problem (SRSP) is a range of combinatory optimization,
which plays a vital role in the regular operation and mission accomplishment of in-orbit …
which plays a vital role in the regular operation and mission accomplishment of in-orbit …
Collaborative data downloading by using inter-satellite links in LEO satellite networks
Satellite systems have attracted great attention from academic and industrial communities in
recent years. There are many satellites that have been launched for weather forecast …
recent years. There are many satellites that have been launched for weather forecast …
A cluster-based genetic optimization method for satellite range scheduling system
With the rapid development of the satellite industry, how to effectively manage satellites has
become an essential issue for ground operation management. By using the k-means …
become an essential issue for ground operation management. By using the k-means …
[HTML][HTML] Online scheduling of image satellites based on neural networks and deep reinforcement learning
W Haijiao, Y Zhen, Z Wugen, LI Dalin - Chinese Journal of Aeronautics, 2019 - Elsevier
Abstract In the “Internet Plus” era, space-based information services require effective and
fast image satellite scheduling. Most existing studies consider image satellite scheduling to …
fast image satellite scheduling. Most existing studies consider image satellite scheduling to …
Optimization-based scheduling method for agile earth-observing satellite constellation
This Paper proposes a two-step binary linear programming formulation for task scheduling
of a constellation of low-Earth-orbit satellites and demonstrates its applicability and …
of a constellation of low-Earth-orbit satellites and demonstrates its applicability and …
Graph colouring approaches for a satellite range scheduling problem
N Zufferey, P Amstutz, P Giaccari - Journal of Scheduling, 2008 - Springer
A goal of this paper is to efficiently adapt the best ingredients of the graph colouring
techniques to an NP-hard satellite range scheduling problem, called MuRRSP. We propose …
techniques to an NP-hard satellite range scheduling problem, called MuRRSP. We propose …
A population perturbation and elimination strategy based genetic algorithm for multi-satellite TT&C scheduling problem
Abstract The Multi-satellite Tracking Telemetry and Command (TT&C) Scheduling, a multi-
constrained and high-conflict complex combinatorial optimization problem, is a typical NP …
constrained and high-conflict complex combinatorial optimization problem, is a typical NP …