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

• Feasibility requires furthermore q 0 <strong>to</strong> be non-zero, in which case a(−s) is determined<br />

as ã(s)/q 0 . The polynomial a(s) of degree N − k should be Hurwitz.<br />

Note that only solutions x 1 ,...,x N which yield a real-valued polynomial a(s)<br />

are of importance, which requires the parameters x i <strong>to</strong> be either real or <strong>to</strong> occur<br />

as complex conjugate pairs. Note also that feasibility requires ρ 1 ,...,ρ k−1 <strong>to</strong> be<br />

real-valued.<br />

• Finally, the polynomial b(s) is obtained from Equation (8.18) as follows:<br />

b(s) = e(s)a(s) − q 0a(−s) 2 ρ(s))<br />

, (8.49)<br />

d(s)<br />

where the polynomial ρ(s) is of degree ≤ k − 1 as in (8.20).<br />

These steps yield an approximation G(s) = b(s)<br />

a(s)<br />

of order N−k. The approximation<br />

which yields the smallest real value for the H 2 -criterion V H (x 1 ,...,x N ,ρ 1 ,...,ρ k−1 ),<br />

as described in (8.43), is the globally optimal approximation of order N − k <strong>to</strong> the<br />

given system H(s).<br />

Proof. The proof is straightforward and therefore omitted.<br />

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