An Efficient Real-time Scheduling and Proactive Data Download Algorithm for Earth Observation Satellites
Abstract
It is a meaningful issue on how to download remote sensing data to the ground stations through data relay satellites efficiently. Taking the priority of tasks, the success rate, the utilisation of bandwidth and time window constraints into consideration, this work proposes an efficient real-time scheduling and proactive data download algorithm for the data download task of Earth Observation Satellites. The NP-hard problem of scheduling between multi satellites with lots of tasks is transformed into individual satellite dynamical scheduling. To make a convincing argument, we perform several experiments to compare the proposed ERS-PDD algorithm with FCFS, EDF, LPTF and SRTF. These experiments show our ERS-PDD algorithm performs better in success rate and the number of permitted tasks.
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A Satellite Observation Data Transmission Scheduling Algorithm Oriented to Data Topics
Chen, H., Zhai, B., Wu, J., Du, C., & Li, J. (2020) · International Journal of Aerospace Engineering · doi:10.1155/2020/2180674 · Cited by 12 · see citing works
- Authors
- Ling, T., Liu, L., Zheng, C., & Liang, Z.
- Affiliations
- University of Chinese Academy of Sciences (CN)
- Institute of Software (CN)
- Venue
- 2018 18th International Symposium on Communications and Information Technologies (ISCIT)
- Publisher
- IEEE
- Published
- 2018-09
- Pages
- 339-344
- OpenAlex
- W2907021125
- Cited by
- 6
- References
- 0
- Citations by year
- 2025: 2 · 2023: 1 · 2022: 2 · 2019: 1
- FWCI
- 0.43
- Type
- conference paper
- Language
- en
- Open access
- closed
- Locations
- International Symposium on Communications and Information Technologies (publishedVersion)
- Topics
- Physical Sciences › Engineering › Aerospace Engineering › Satellite Communication Systems
- Physical Sciences › Computer Science › Hardware and Architecture › Real-Time Systems Scheduling
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Space Technology and Applications
- Keywords
- real-time scheduling, Earth observation satellites, data relay satellite, task scheduling, bandwidth utilization, time windows, task success rate, multi-satellite scheduling
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