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Thesis - Leigh Moody.pdf - Bad Request - Cranfield University

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Appendix I / Utilities / Digital Filters<br />

_ _<br />

t D<br />

22.8-12<br />

: =<br />

m ⋅ ∆t<br />

[ ( ) ] ( ) I X : k X m 1 1 ⇒<br />

k =<br />

∈<br />

Equation 22.8-82<br />

k ∈ m −1<br />

2 ⇒ X k : = X<br />

Equation 22.8-83<br />

k −1<br />

[ ( ) ] ( ) ( )<br />

( ) I X : 1<br />

X =<br />

y : =<br />

X ( m )<br />

Equation 22.8-84<br />

Equation 22.8-85<br />

Equation 22.8-86<br />

After initialisation the output remains constant at the input value for (tD) s.<br />

The time increment and time delay may be different for each input<br />

parameter. The parameter channels are identified by a unique number (N).<br />

22.8.17 Covariance Matrix Transformation<br />

COVARIANCE_TM takes a covariance matrix in frame (A), the transform<br />

from (A) to frame (B), and returns the covariance matrix in (B).<br />

22.8.18 State Transition Matrix<br />

COVARIANCE _TM<br />

B<br />

B<br />

A<br />

A B B<br />

( C , T , C )<br />

A<br />

C : = C ⋅ P ⋅ C<br />

A<br />

B<br />

A<br />

Equation 22.8-87<br />

Equation 22.8-88<br />

STATE_TM takes state matrix [A] of dimension (N) and returns the state<br />

transition matrix [Φ] using series approximation of order (k) limited to the<br />

range [1(1)3], over time interval (∆t).<br />

STATE_TM<br />

Φ<br />

( [ A ] , [ Φ ] , N , ∆t<br />

, k )<br />

k<br />

∆t<br />

: = I 3 + ⋅<br />

k!<br />

[ ] k<br />

A<br />

Equation 22.8-89<br />

Equation 22.8-90

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