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Analytical Nonlinear Propagation of Uncertainty in the Two-Body Problem
- Source :
- Journal of Guidance, Control, and Dynamics. 35:497-509
- Publication Year :
- 2012
- Publisher :
- American Institute of Aeronautics and Astronautics (AIAA), 2012.
-
Abstract
- One topic of recent interest in the field of space situational awareness is the accurate and consistent representation of an observed object’s uncertainty under nonlinear dynamics. This paper presents amethod of analytical nonlinear propagation of uncertainty under two-bodydynamics. In particular, the probability density function over state space and itsmean and covariancematrix are expressed analytically for all time via a special solution of the Fokker-Planck equations for deterministic Hamiltonian systems. The state transition tensor concept is used to express the solution flow of the dynamics. Some numerical examples, where a second-order state transition tensor is found to sufficiently capture the nonlinear effects, are also discussed.
- Subjects :
- Propagation of uncertainty
Field (physics)
Applied Mathematics
Aerospace Engineering
Probability density function
Space (mathematics)
Hamiltonian system
Nonlinear system
Space and Planetary Science
Control and Systems Engineering
State space
Tensor
Statistical physics
Electrical and Electronic Engineering
Mathematics
Subjects
Details
- ISSN :
- 15333884 and 07315090
- Volume :
- 35
- Database :
- OpenAIRE
- Journal :
- Journal of Guidance, Control, and Dynamics
- Accession number :
- edsair.doi...........9f4349aa63c4a3ae00170fd688ab65c2