A Genetic Algorithm to associate optical measurements and estimate orbits of geocentric objects
| Data(s) |
2015
|
|---|---|
| Resumo |
Cataloging geocentric objects can be put in the framework of Multiple Target Tracking (MTT). Current work tends to focus on the S = 2 MTT problem because of its favorable computational complexity of O(n²). The MTT problem becomes NP-hard for a dimension of S˃3. The challenge is to find an approximation to the solution within a reasonable computation time. To effciently approximate this solution a Genetic Algorithm is used. The algorithm is applied to a simulated test case. These results represent the first steps towards a method that can treat the S˃3 problem effciently and with minimal manual intervention. |
| Formato |
application/pdf |
| Identificador |
http://boris.unibe.ch/73951/1/MZ_EUCASS2015.pdf Zittersteijn, Michiel; Vananti, Alessandro; Schildknecht, Thomas; Dolado-Perez, J.C.; Martinot, V. (2015). A Genetic Algorithm to associate optical measurements and estimate orbits of geocentric objects (In Press). In: Proceedings of 6th European Conference for Aeronautics and Space Sciences. Krakow, Poland. doi:10.7892/boris.73951 |
| Idioma(s) |
eng |
| Relação |
http://boris.unibe.ch/73951/ |
| Direitos |
info:eu-repo/semantics/restrictedAccess |
| Fonte |
Zittersteijn, Michiel; Vananti, Alessandro; Schildknecht, Thomas; Dolado-Perez, J.C.; Martinot, V. (2015). A Genetic Algorithm to associate optical measurements and estimate orbits of geocentric objects (In Press). In: Proceedings of 6th European Conference for Aeronautics and Space Sciences. Krakow, Poland. |
| Palavras-Chave | #520 Astronomy |
| Tipo |
info:eu-repo/semantics/conferenceObject info:eu-repo/semantics/acceptedVersion NonPeerReviewed |
