TY - JOUR
T1 - Multi-objective optimization of lunar communication/navigation constellations based on LPOs and DROs
AU - He, Yuchen
AU - Wang, Yue
AU - Zhang, Yumei
AU - Zhang, Ruikang
AU - Cui, Shuhao
N1 - Publisher Copyright:
Copyright © 2023 by Prof. Yue Wang. Published by the lAF, with permission and released to the IAF to publish in all forms.
PY - 2023
Y1 - 2023
N2 - In the last years, lunar exploration has aroused great interest of the public again. Many countries and space agencies have developed an increasing number of lunar missions. These missions demand increasing communication and navigation services for both on-ground and in-flight users. Therefore, it is necessary to deploy constellations around the moon with appropriate functions. Libration point orbits (LPOs) and distant retrograde orbits (DROs) in the Earth-Moon system are extensively studied by researchers for lunar constellations. They can cover a wider lunar surface than conventional Kepler orbits and can easily achieve continuous coverage of some specific regions, such as the far side of the moon. In previous studies, constellations using these orbits were not optimized or only optimized within limitations. Generally, the phases of satellites were not optimized together with other parameters because this can significantly increase the amount of calculation. This will result in missing many solutions with good performances. In this study, a multi-objective optimization (MOO) framework for lunar constellation design is proposed. It significantly reduces computation by preprocessing the orbits and building a database. Relevant performances of constellations, such as the coverage, navigation precision, and orbital stability, are identified. Then, they are mapped to different regions of interest, including the lunar south pole, far side, whole moon surface, and their combinations. Finally, a MOO algorithm is used to retrieve optimal orbital architectures of constellations for various expected performances. This framework can be used to explore the entire design space and make balances between various performances. The obtained constellations can provide specialized communication and navigation services for various lunar exploration missions in the future.
AB - In the last years, lunar exploration has aroused great interest of the public again. Many countries and space agencies have developed an increasing number of lunar missions. These missions demand increasing communication and navigation services for both on-ground and in-flight users. Therefore, it is necessary to deploy constellations around the moon with appropriate functions. Libration point orbits (LPOs) and distant retrograde orbits (DROs) in the Earth-Moon system are extensively studied by researchers for lunar constellations. They can cover a wider lunar surface than conventional Kepler orbits and can easily achieve continuous coverage of some specific regions, such as the far side of the moon. In previous studies, constellations using these orbits were not optimized or only optimized within limitations. Generally, the phases of satellites were not optimized together with other parameters because this can significantly increase the amount of calculation. This will result in missing many solutions with good performances. In this study, a multi-objective optimization (MOO) framework for lunar constellation design is proposed. It significantly reduces computation by preprocessing the orbits and building a database. Relevant performances of constellations, such as the coverage, navigation precision, and orbital stability, are identified. Then, they are mapped to different regions of interest, including the lunar south pole, far side, whole moon surface, and their combinations. Finally, a MOO algorithm is used to retrieve optimal orbital architectures of constellations for various expected performances. This framework can be used to explore the entire design space and make balances between various performances. The obtained constellations can provide specialized communication and navigation services for various lunar exploration missions in the future.
KW - Communication and navigation constellations
KW - Distant retrograde orbits
KW - Libration point orbits
KW - Lunar exploration
KW - Multi-objective optimization
UR - https://www.scopus.com/pages/publications/85187987028
M3 - 会议文章
AN - SCOPUS:85187987028
SN - 0074-1795
VL - 2023-October
JO - Proceedings of the International Astronautical Congress, IAC
JF - Proceedings of the International Astronautical Congress, IAC
T2 - 74th International Astronautical Congress, IAC 2023
Y2 - 2 October 2023 through 6 October 2023
ER -