TY - GEN
T1 - Landing location planning based on genetic cooperative particle swarm optimization
AU - Yao, Xinyu
AU - Zhao, Qingjie
AU - Lv, Xingchen
AU - Wang, Lei
AU - Liu, Wangwang
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Being able to safely land on the surface is one of the primary challenges when a probe exploring an asteroid. In order to ensure landing safety, the landing location planning needs to comprehensively consider the terrain characteristics and avoid obstacles such as protruding rocks, craters and slopes. Relatively flat areas are suitable for landing. If multiple landers are landing together, in order to avoid collisions and maintain good communication, appropriate distance should be maintained between the landers. In this paper, we first establish a landing environment model, and then propose a landing location planning method for a lander-group using genetic cooperative particle swarm optimization (GCPSO), which ensures the autonomous movement of individual landers while maintaining a certain safe landing distance between them. Taking a group of three landers as an example, simulation experiments show that the algorithm proposed in this paper can ensure the group to achieve stable landing and keep safe distances between them.
AB - Being able to safely land on the surface is one of the primary challenges when a probe exploring an asteroid. In order to ensure landing safety, the landing location planning needs to comprehensively consider the terrain characteristics and avoid obstacles such as protruding rocks, craters and slopes. Relatively flat areas are suitable for landing. If multiple landers are landing together, in order to avoid collisions and maintain good communication, appropriate distance should be maintained between the landers. In this paper, we first establish a landing environment model, and then propose a landing location planning method for a lander-group using genetic cooperative particle swarm optimization (GCPSO), which ensures the autonomous movement of individual landers while maintaining a certain safe landing distance between them. Taking a group of three landers as an example, simulation experiments show that the algorithm proposed in this paper can ensure the group to achieve stable landing and keep safe distances between them.
KW - Asteroid exploring
KW - GCPSO
KW - Landing location planning
UR - https://www.scopus.com/pages/publications/85197588899
U2 - 10.1109/ISAS61044.2024.10552520
DO - 10.1109/ISAS61044.2024.10552520
M3 - Conference contribution
AN - SCOPUS:85197588899
T3 - 2024 7th International Symposium on Autonomous Systems, ISAS 2024
BT - 2024 7th International Symposium on Autonomous Systems, ISAS 2024
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 7th International Symposium on Autonomous Systems, ISAS 2024
Y2 - 7 May 2024 through 9 May 2024
ER -