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144 CHAPTER 8. H 2 MODEL-ORDER REDUCTION<br />

of d(s) as follows:<br />

⎛<br />

⎜<br />

⎝<br />

ã(−δ 1 )<br />

ã(−δ 2 )<br />

.<br />

ã(−δ N )<br />

⎞<br />

⎛<br />

⎟<br />

⎠ = V (−δ 1,...,−δ N )V (δ 1 ,...,δ N ) −1 ⎜<br />

⎝<br />

x 1<br />

x 2<br />

. .<br />

x N<br />

⎞<br />

⎟<br />

⎠ . (8.30)<br />

or:<br />

Hence, Equation (8.23) attains the following form:<br />

⎛ ⎞<br />

ρ(δ 1)<br />

⎛<br />

e(δ 1) x2 1<br />

ρ(δ 2)<br />

e(δ 2) x2 2<br />

= V (−δ<br />

⎜<br />

1 ,...,−δ N ) V (δ 1 ,...,δ N ) −1 . ⎟<br />

⎜<br />

⎝ ⎠<br />

⎝<br />

ρ(δ N )<br />

e(δ N ) x2 N<br />

⎛<br />

⎜<br />

⎝<br />

ρ(δ 1)<br />

e(δ 1) x2 1<br />

ρ(δ 2)<br />

e(δ 2) x2 2<br />

.<br />

ρ(δ N )<br />

e(δ N ) x2 N<br />

⎞<br />

⎛<br />

= M(δ 1 ,...,δ N )<br />

⎟<br />

⎜<br />

⎠<br />

⎝<br />

x 1<br />

x 2<br />

.<br />

x N<br />

⎞<br />

⎟<br />

⎠<br />

x 1<br />

x 2<br />

.<br />

x N<br />

⎞<br />

⎟<br />

⎠<br />

(8.31)<br />

(8.32)<br />

in which the matrix M is given by M(δ 1 ,..., δ N )=V (−δ 1 ,..., −δ N ) V (δ 1 ,...,<br />

δ N ) −1 . Note that the quantities e(δ i ), for i =1,...,N, are all non-zero because e(s)<br />

and d(s) are co-prime. The matrix M is entirely available as a (numerical) matrix<br />

since the entries can easily be computed explicitly in terms of the poles δ 1 ,...,δ N of<br />

H(s) only. The coefficients in the equations in system (8.32) can be complex. This<br />

is the case when H(s) has a complex conjugate pair of poles.<br />

Theorem 8.1. The entry m i,j in row i and column j of the matrix M(δ 1 ,..., δ N )<br />

is given by the non-zero quantity:<br />

where d(s) =(s − δ 1 )(s − δ 2 ) ···(s − δ N ).<br />

d(−δ i )<br />

m i,j = −<br />

(δ i + δ j ) d ′ (δ j ) , (8.33)<br />

Proof. The entries in row i of the matrix M(δ 1 ,...,δ N ) are obtained by solving the<br />

linear system of equations:<br />

( )<br />

mi1 m i2 ... m iN V (δ1 ,...,δ N )= ( 1 −δ i ... (−δ i ) ) N−1 (8.34)<br />

According <strong>to</strong> Cramer’s rule, the entry m i,j is given by:<br />

m i,j = det V (δ 1,δ 2 ,...,δ j−1 , −δ i ,δ j+1 ,...,δ N )<br />

. (8.35)<br />

det V (δ 1 ,δ 2 ,...,δ N )

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