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guidance, flight mechanics and trajectory optimization

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The developments in the preceding paragraphs, while algebraically<br />

complex, considerably simplify the terminal constraint problem, Sub-<br />

stituting the definition of Eq. (2.5.93) into the performance index of<br />

(2.5.92) provides<br />

The problem is now one of selecting the control U to minimize<br />

subject to the new state equation<br />

t = H46U + n4r<br />

(2.5.98)<br />

l<br />

<strong>and</strong> where t. is a Gaussian r<strong>and</strong>om variable given by Eq. (2.5.96). The<br />

elements<br />

particular<br />

(2.5.87)<br />

of the diagonal matrix A are to be selected so that the<br />

terminal constraint specified by one of the equations in<br />

is satisfied. The number of independent or free diagonal<br />

elements in A is equal to the number of constraints contained in Eq.<br />

(2.5.87) For example, if Eq. (2.5.87A) is imposed, (i.e., one constraint)<br />

then all the diagonal elements of A are equal with their particular value<br />

chosen so that (2.5.87A) is satisfied. If Eq. (2.5.87B) is imposed, then<br />

the first<br />

are zero.<br />

f, diagonal element are independent <strong>and</strong> the remaining p-p,<br />

Since the form of the expectation operator in the performance index<br />

depends on the type of observations taken, the perfectly observable,<br />

perfectly inobservable <strong>and</strong> partially observable case must be treated<br />

separately. This treatment follows in the next three sections.<br />

2.5.3.1 Perfectly Observable Case<br />

In the perfectly observable case , perfect knowledge of the state x<br />

is available at each instant of time. Since z <strong>and</strong> X are related by the<br />

deterministic transformation of Eq. (2.5.93), the vector e is also known<br />

at each instant. Hence, the problem is one of minimizing EM) where<br />

subject to the differential equation<br />

g.=. H46u+ ff@g<br />

(2.5.100)<br />

It is assumed that t. is know? initially, or alternately, that 20 is<br />

a Gaussian variable with mean t, <strong>and</strong> variance zero.<br />

This problem is the same as that treated in Section (2.5.2.1) except<br />

that A is not known; rather, this matrix must be selected to satisfy a<br />

terminal condition. However, the analysis is essentially the same once A<br />

137

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