Update Content - 2020-10-15
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@@ -8,7 +8,7 @@ Tags
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: [H Infinity Control]({{< relref "h_infinity_control" >}})
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Reference
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: ([Bibel and Malyevac 1992](#org47391fd))
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: ([Bibel and Malyevac 1992](#org50b9640))
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Author(s)
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: Bibel, J. E., & Malyevac, D. S.
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@@ -19,11 +19,11 @@ Year
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## Properties of feedback control {#properties-of-feedback-control}
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<a id="org55b0783"></a>
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<a id="org1554fcc"></a>
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{{< figure src="/ox-hugo/bibel92_control_diag.png" caption="Figure 1: Control System Diagram" >}}
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From the figure [1](#org55b0783), we have:
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From the figure [1](#org1554fcc), we have:
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\begin{align\*}
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y(s) &= T(s) r(s) + S(s) d(s) - T(s) n(s)\\\\\\
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@@ -77,11 +77,11 @@ Usually, reference signals and disturbances occur at low frequencies, while nois
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</div>
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<a id="orgbbca2ea"></a>
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<a id="orgce70b5f"></a>
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{{< figure src="/ox-hugo/bibel92_general_plant.png" caption="Figure 2: \\(\mathcal{H}\_\infty\\) control framework" >}}
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New design framework (figure [2](#orgbbca2ea)): \\(P(s)\\) is the **generalized plant** transfer function matrix:
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New design framework (figure [2](#orgce70b5f)): \\(P(s)\\) is the **generalized plant** transfer function matrix:
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- \\(w\\): exogenous inputs
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- \\(z\\): regulated performance output
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@@ -108,9 +108,9 @@ The \\(H\_\infty\\) control problem is to find a controller that minimizes \\(\\
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## Weights for inputs/outputs signals {#weights-for-inputs-outputs-signals}
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Since \\(S\\) and \\(T\\) cannot be minimized together at all frequency, **weights are introduced to shape the solutions**. Not only can \\(S\\) and \\(T\\) be weighted, but other regulated performance variables and inputs (figure [3](#org75a0ac3)).
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Since \\(S\\) and \\(T\\) cannot be minimized together at all frequency, **weights are introduced to shape the solutions**. Not only can \\(S\\) and \\(T\\) be weighted, but other regulated performance variables and inputs (figure [3](#orgca469d2)).
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<a id="org75a0ac3"></a>
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<a id="orgca469d2"></a>
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{{< figure src="/ox-hugo/bibel92_hinf_weights.png" caption="Figure 3: Input and Output weights in \\(\mathcal{H}\_\infty\\) framework" >}}
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@@ -154,15 +154,15 @@ When using both \\(W\_S\\) and \\(W\_T\\), it is important to make sure that the
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## Unmodeled dynamics weighting function {#unmodeled-dynamics-weighting-function}
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Another method of limiting the controller bandwidth and providing high frequency gain attenuation is to use a high pass weight on an **unmodeled dynamics uncertainty block** that may be added from the plant input to the plant output (figure [4](#orgd3e0294)).
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Another method of limiting the controller bandwidth and providing high frequency gain attenuation is to use a high pass weight on an **unmodeled dynamics uncertainty block** that may be added from the plant input to the plant output (figure [4](#org96cc166)).
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<a id="orgd3e0294"></a>
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<a id="org96cc166"></a>
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{{< figure src="/ox-hugo/bibel92_unmodeled_dynamics.png" caption="Figure 4: Unmodeled dynamics model" >}}
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The weight is chosen to cover the expected worst case magnitude of the unmodeled dynamics. A typical unmodeled dynamics weighting function is shown figure [5](#org6d5884c).
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The weight is chosen to cover the expected worst case magnitude of the unmodeled dynamics. A typical unmodeled dynamics weighting function is shown figure [5](#orgab966f3).
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<a id="org6d5884c"></a>
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<a id="orgab966f3"></a>
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{{< figure src="/ox-hugo/bibel92_weight_dynamics.png" caption="Figure 5: Example of unmodeled dynamics weight" >}}
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@@ -184,4 +184,4 @@ Typically actuator input weights are constant over frequency and set at the inve
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## Bibliography {#bibliography}
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<a id="org47391fd"></a>Bibel, John E, and D Stephen Malyevac. 1992. “Guidelines for the Selection of Weighting Functions for H-Infinity Control.” NAVAL SURFACE WARFARE CENTER DAHLGREN DIV VA.
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<a id="org50b9640"></a>Bibel, John E, and D Stephen Malyevac. 1992. “Guidelines for the Selection of Weighting Functions for H-Infinity Control.” NAVAL SURFACE WARFARE CENTER DAHLGREN DIV VA.
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