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LMIs in Control/pages/Projection Lemma

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WIP, Description in progress

A condition for eliminating a variable in an LMI using orthogonal complements is presented.

Definition 1: Orthogonal Complements

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Let , Then, is called a left orthogonal complement of if it satisfies

;

and is called a right orthogonal complement of if it satisfies

.

Using the definition of orthogonal complements, we have the following projection lemma:

Projection Lemma

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Let , and be given matrices of appropriate dimensions, and be the right orthogonal complement of and , respectively. Then, there exists such that

if and only if

.

WIP, additional references to be added

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A list of references documenting and validating the LMI.


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