TY - GEN
T1 - Ga-based optimization for formation flying initialization
AU - Cao, Xi Bin
AU - He, Dong Lei
AU - Zhang, Jin Xiu
AU - Wu, Yun Hua
PY - 2008
Y1 - 2008
N2 - On condition of J2 and atmosphere drag perturbation are both present, an optimization algorithm for formation design is proposed, by which the designed formation subjects to destroyment influence from perturbation to the least extent. First, the concept of relative eccentricity and relative inclination vector are introduced and the corresponding relative motion dynamics is established. Then, based on relationship between relative eccentricity, relative inclination and initial relative position, relative velocity, a performance index function describing the extent of formation deviation from its desired state under the action of perturbation is established, which takes formation deviation problem into account from viewpoint of harmonic vibration error, constant error and secular drift. After that, based on theory of mean orbital elements, Genetic Algorithm is used to optimize the given function to get its minimum value, from which the objective of formation design is achieved. In the end, comparing simulation results between the formation designed by J2 invariant formation theory and that from proposed method shows effectiveness and superiority of the given algorithm.
AB - On condition of J2 and atmosphere drag perturbation are both present, an optimization algorithm for formation design is proposed, by which the designed formation subjects to destroyment influence from perturbation to the least extent. First, the concept of relative eccentricity and relative inclination vector are introduced and the corresponding relative motion dynamics is established. Then, based on relationship between relative eccentricity, relative inclination and initial relative position, relative velocity, a performance index function describing the extent of formation deviation from its desired state under the action of perturbation is established, which takes formation deviation problem into account from viewpoint of harmonic vibration error, constant error and secular drift. After that, based on theory of mean orbital elements, Genetic Algorithm is used to optimize the given function to get its minimum value, from which the objective of formation design is achieved. In the end, comparing simulation results between the formation designed by J2 invariant formation theory and that from proposed method shows effectiveness and superiority of the given algorithm.
KW - Formation design
KW - Genetic Algorithm
KW - Mean orbital elements
KW - Satellites formation
UR - https://www.scopus.com/pages/publications/55249091921
M3 - 会议稿件
AN - SCOPUS:55249091921
SN - 9789292212186
T3 - European Space Agency, (Special Publication) ESA SP
BT - Proceedings of the 3rd International Symposium on Formation Flying, Missions and Technologies, ESA-ESTEC
T2 - 3rd International Symposium on Formation Flying, Missions and Technologies, ESA-ESTEC
Y2 - 23 April 2008 through 24 April 2008
ER -