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On Strong γkclH Stabilization and Some Related Problems

Author: ChengPeng
Tutor: SunYouXian;CaoYongYan
School: Zhejiang University
Course: Control Science and Engineering
Keywords: H_∞ Strong stabilization Descriptor system Bounded real lemma Linear uncertain system Lyapunov function Simultaneous stabilization Algebraic Riccati Equation (ARE) Linear matrix inequality (LMI) Bilinear matrix inequality (BMI)
CLC: TP13
Type: PhD thesis
Year: 2009
Downloads: 54
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Abstract


Hcontrol is one of the most efficient tools in robust control,while the strong stabilization problem has great significance in both control theory and practice.As neglected initially,it is well known that most of the current state-of-the-art design techniques,including LQG/H,can not guarantee the stability of controller.On the other hand,due to different kinds of limitations,e.g.,considering only SISO plants or only special kinds of problems,depending on the solutions of nonlinear optimization problems,most results on strong stabilization to date can not be generalized and efficiently solved.Considering the strong stabilization problem with Hperformance index,we first define strongγkcl Hstabilization and simultaneousγkcl Hcontrol problems,which include strong Hstabilization,stable Hstabilization,strong stabilization,simultaneous Hstabilization and simultaneous stabilization.Then by taking advantages of both ARE and LMI methods and exploring the freedom lying in the matrix inequality constraints,we obtain several results on strongγkcl Hstabilization and some related problems,which can be summarized as follows.In Chapter 3,by introducing the descriptor system method into the Hstabilization problem for LTI systems,we prove a new necessary and sufficient condition for Hstabilization, i.e.,the extend bounded real lemma.Then this technique is applied to the Hanalysis and synthesis problems for linear polytopic/affine uncertain systems.By constructing parameter-dependent Lyapunov functions,we obtain the corresponding Hstabilization conditions,which lead to direct Hstate feedback controller design methods by refraining the slack variables.In Chapter 4,by utilizing coprime factorization and Youla parameterization,we first prove that the simultaneousγkcl Hstabilization problem for r(r≥2) plants is equivalent to stronglyγkcl Hstabilize r-1 associated plants.Then based on the bounded real lemma,a sufficient condition for strongγkcl Hstabilization is proposed,which leads to the design procedures that involve an algebraic Riccati equation and some LMI constraints. We also prove that this condition include the modified ARE method in[1].Based on this result,an improved sufficient condition on strong Hstabilization as well as its dual form is derived,which extends the other ARE constraint into an inequality constraint.Two path-following algorithms are proposed to solve the associated optimization problems with BMI constraints,which lead to full order controllers.In Chapter 5,by utilizing the extended bounded real lemma,a new sufficient condition is proposed for n-th order strongγkcl Hstabilization.This new condition fully relax the Hconstraint on the controller and greatly improves the direct LMI design results.Then by exploring the parameterization of all suboptimal Hcontrollers,it’s also proved that the design of an l×n-th order(l≥2) strongγkcl Hcontroller can be transformed into that of an n-th order controller for an associated plant,which tackles the possible order problem.Despite the BMI constraints in resulting optimization problems,the path-following and alternative iteration methods are adopted to formulate procedures for both n-th and l×n-th order(l≥2) controller design.In Chapter 6,based on the results of Chapter 4 and 5,a new LMI method is proposed for the strongγkcl Hstabilization problem by modifying the controller form,which leads to a so-called generalized Hcentral controller form.It is shown that several recently developed methods can be seen as its special cases.Meanwhile,we analyze the conservatism of the bounded real lemma when additional constraints have to be taken into account,and adopt the extended bounded real lemma to further improve the LMI design results iteratively.For the possible order problem,the nested construction method can also be applied.For the case when r=2,we present an efficient algorithm for designing a simultaneousγkcl Hcontroller.

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