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§3-2 Realization of single variable systems
First of all, we study the relationship among controllability, observability and pole-zero cancellation of transfer functions. 1. Controllability, observability and pole-zero cancellation Consider a single variable system whose dynamical equation is The transfer function of (3-22) is
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Theorem 3-6 Dynamical equation (3-22) is controllable and observable iff g(s) does not have pole-zero cancellation between D(s) and N(s). Proof Necessity: Suppose there exists a s=s0 such that N(s0)=0 and D(s0)=0: Using the equation
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Substituting s= s0 into the above equation, we have
Multiplying the left and right sides of Equation (1) by c and b, we have Multiplying the left and right sides of Equation (1) by cA and b and noting the result of Equation (2), we have …….., then we can obtain that
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The set of equations can be rewritten as
Since the dynamical equation is observable, the above observability matrix is nonsingular. Then we have
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Consider the equation (1-45), we have
However, a contradiction.
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Sufficiency: We shall prove that if N(s) and D(s) have no common factors and therefore, the Equation(3-30) is controllable and observable. Suppose the system is uncontrollable or unobservable. Without loss of generality, let (3-32) be uncontrollable. Then, by using controllability decomposition, it follows that
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D(s) is an nth order polynomial, while D1(s) is an n1th order polynomial with n1 < n. It shows that N(s) and D(s) must have pole and zero cancellation, a contradiction. Q.E.D
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2. Realization of rational functions
Consider the transfer function d is the feed forward part of the following dynamical equation. Hence, we only study the strictly proper rational part of Equation (3-30).
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Problem: Consider a strictly proper rational function:
Find a (A, b, c) such that We assume that the numerator and denominator of g(s) have no common factors.
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1) Irreducible realization of controllable canonical form
The realization is as follows:
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Writing the corresponding system of (3-34) as
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3)
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2) Irreducible realization of observable canonical form
We can obtain the following observability canonical form:
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Consider the following equation
From the Differential Theorem of Laplace transform, Substituting them into Equation (1), we have
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Finally, we consider . In fact, from (2), we have
Comparing the two equations, we have
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3) Jordan canonical form realization
Example: Let
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Because hence, From we have
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Finally, from we have
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