Nonlinear Stochastic Control and Filtering with Engineering-Oriented Complexities by Guoliang Wei & Zidong Wang & Wei Qian

Nonlinear Stochastic Control and Filtering with Engineering-Oriented Complexities by Guoliang Wei & Zidong Wang & Wei Qian

Author:Guoliang Wei & Zidong Wang & Wei Qian
Language: eng
Format: epub
Publisher: CRC Press


From (7.3)–(7.5) and (7.14), it can be seen that

where (k) = [xT(k) xT(k−d) and

with

In the following, we are going to show that Ω < 0 can be concluded from (7.10). To do this, we Premultiply and postmultiply the LMIs in (7.10) by diag{S−T, S−T, I, S−T, σ−2S−T, and its transpose, and we can obtain

with −Q(p(k+1))+S−1+S−T.

Let us now show that, if (7.18) holds, then the LMIs

where and Πk+1 =Q−1(p(k+1)), are true.

If (7.18) holds, we can know from −Q(p(k +1)) +S−1 +S−T > 0 that S−1 is a nonsingular matrix. By performing the congruence transformation diag{I, I, I, S, S, S} to (7.18), we can have



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