Title :
Optimization of the distribution of the observations of the oscillatory system
Author :
Bakhshiyan, B.T. ; Bayuk, O.A.
Author_Institution :
Inst. of Space Res., Acad. of Sci., Moscow, Russia
Abstract :
Let θ be the m-vector of the unknown parameters, and suppose ri(i=l,...m) are number of the measurements of the functions HiTθ, where HiT are given vectors. Assume, that the errors of the measurements εi are mutually uncorrelated random values with expectations being zero and variances being σi. So, if yi are the mean values of ri measured values then averaged equations of the measurements can be written as yi=HiT θ+εi, where the variances of εi equal σi/ri. Suppose, that the overall number of observations is N. We consider the optimal experimental design problem with A-optimum criterion (A-problem). This problem may be formulated as a problem of definition of the set of time moments ti and numbers pi=ri/N to minimize a given function. This method is applied to the problem of optimization of distribution of observations of an artificial satellite of the Earth
Keywords :
design of experiments; integration; minimisation; oscillations; polynomials; Earth; artificial satellite; averaged equations; mean values; mutually uncorrelated random values; observations distribution; optimal experimental design; oscillatory system; Artificial satellites; Astronomy; Chebyshev approximation; Earth; Equations; Extraterrestrial measurements; Mass production; Optimization methods; Refining; Satellite ground stations;
Conference_Titel :
Control of Oscillations and Chaos, 1997. Proceedings., 1997 1st International Conference
Conference_Location :
St. Petersburg
Print_ISBN :
0-7803-4247-X
DOI :
10.1109/COC.1997.631334