The KYP lemma and the passivity theorem

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  • เผยแพร่เมื่อ 1 ต.ค. 2024
  • We connect the (strictly) positive real functions to a special class of Lyapunov functions through the KYP lemma, and derive the passivity theorem.

ความคิดเห็น • 6

  • @Ricottacheesewithrice
    @Ricottacheesewithrice 2 ปีที่แล้ว +1

    Thank you so much for your video. They are extremely helpful. Regarding this video, I would like to point out a small mistake. In the feedback loop, u=-h(x)*y. So, in the result of V dot, the term should be -u*y^2.

    • @richard_pates
      @richard_pates  2 ปีที่แล้ว

      Hello! Thanks for the reply and the kind words, I really appreciate it! Perhaps I caused a bit of confusion in how I was drawing the diagram. In the feedback path I put h(.) in the block. In this notation all I meant was that the function h acts on the signal being fed in, meaning that the output of the block is h(y), which in turn means that u=-h(y). I should have just written out all the equations, to avoid this confusion!
      But in summary, you can use the tools in the video to study the set of equations \dot{x}=Ax+Bu, y=Cx, u=-h(y). And the final step in the argument uses the fact that for the type of sector bounded nonlinearity considered, yu=-h(y)y

  • @TungNguyen-bh8mq
    @TungNguyen-bh8mq ปีที่แล้ว +1

    Thanks for a very nice explanation. Hopefully we can have a chance to talk about this topic in the future since I am doing PhD in Sweden :D

  • @vaibhavtank4217
    @vaibhavtank4217 3 ปีที่แล้ว

    nice explanation sir can I get more material on this topic ?

    • @richard_pates
      @richard_pates  3 ปีที่แล้ว

      good question! This is a lot to take in in a video, and there is a huge amount of depth to this topic. As a general resource, I would recommend Boyd and co.'s book 'Linear Matrix Inequalities in System and Control Theory'. You can get a pdf for free online, and it contains lots of examples illustrating how the KYP lemma (and all sorts of other things) can be used to formulate and solve control problems.