Self-Organizing Method on Mission-Level Task Allocation of Large-Scale Remote Sensing Satellite Swarm
Distributed self-organization and self-management is an ideal way to achieve an autonomous and efficient operation of large-scale remote sensing satellite swarm. A distributed task allocation method based on the improved contract network algorithm is designed, orienting typical mission-level tasks....
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-01-01
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| Series: | International Journal of Aerospace Engineering |
| Online Access: | http://dx.doi.org/10.1155/2022/9307837 |
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| _version_ | 1832551117009977344 |
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| author | Yang Jiang Yuan Gao Longjiang Yu Jing Yu Yuting Li Hongtao Gao |
| author_facet | Yang Jiang Yuan Gao Longjiang Yu Jing Yu Yuting Li Hongtao Gao |
| author_sort | Yang Jiang |
| collection | DOAJ |
| description | Distributed self-organization and self-management is an ideal way to achieve an autonomous and efficient operation of large-scale remote sensing satellite swarm. A distributed task allocation method based on the improved contract network algorithm is designed, orienting typical mission-level tasks. And the satellite swarm task allocation and planning model of potential target searching, moving target tracking, and sensitive target feature confirmation is given. The model is composed of observation requirement generation, observing area decomposition, and task allocation between different satellites. Simulation results confirm that the improved contract network algorithm can optimally solve the problem of mission-level task allocation autonomously in distributed swarm. This paper verifies that the self-organization method has the potential for engineering applications with simple realization theory and high calculation efficiency. |
| format | Article |
| id | doaj-art-6778c0b21e5f4e2e9bbc362d745eddc2 |
| institution | Kabale University |
| issn | 1687-5974 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Aerospace Engineering |
| spelling | doaj-art-6778c0b21e5f4e2e9bbc362d745eddc22025-02-03T06:04:54ZengWileyInternational Journal of Aerospace Engineering1687-59742022-01-01202210.1155/2022/9307837Self-Organizing Method on Mission-Level Task Allocation of Large-Scale Remote Sensing Satellite SwarmYang Jiang0Yuan Gao1Longjiang Yu2Jing Yu3Yuting Li4Hongtao Gao5Institute of Remote Sensing SatelliteShanghai Electro-Mechanical Engineering InstituteInstitute of Remote Sensing SatelliteInstitute of Remote Sensing SatelliteInstitute of Remote Sensing SatelliteInstitute of Remote Sensing SatelliteDistributed self-organization and self-management is an ideal way to achieve an autonomous and efficient operation of large-scale remote sensing satellite swarm. A distributed task allocation method based on the improved contract network algorithm is designed, orienting typical mission-level tasks. And the satellite swarm task allocation and planning model of potential target searching, moving target tracking, and sensitive target feature confirmation is given. The model is composed of observation requirement generation, observing area decomposition, and task allocation between different satellites. Simulation results confirm that the improved contract network algorithm can optimally solve the problem of mission-level task allocation autonomously in distributed swarm. This paper verifies that the self-organization method has the potential for engineering applications with simple realization theory and high calculation efficiency.http://dx.doi.org/10.1155/2022/9307837 |
| spellingShingle | Yang Jiang Yuan Gao Longjiang Yu Jing Yu Yuting Li Hongtao Gao Self-Organizing Method on Mission-Level Task Allocation of Large-Scale Remote Sensing Satellite Swarm International Journal of Aerospace Engineering |
| title | Self-Organizing Method on Mission-Level Task Allocation of Large-Scale Remote Sensing Satellite Swarm |
| title_full | Self-Organizing Method on Mission-Level Task Allocation of Large-Scale Remote Sensing Satellite Swarm |
| title_fullStr | Self-Organizing Method on Mission-Level Task Allocation of Large-Scale Remote Sensing Satellite Swarm |
| title_full_unstemmed | Self-Organizing Method on Mission-Level Task Allocation of Large-Scale Remote Sensing Satellite Swarm |
| title_short | Self-Organizing Method on Mission-Level Task Allocation of Large-Scale Remote Sensing Satellite Swarm |
| title_sort | self organizing method on mission level task allocation of large scale remote sensing satellite swarm |
| url | http://dx.doi.org/10.1155/2022/9307837 |
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