Control Bootcamp: Linear Quadratic Gaussian (LQG)

Ғылым және технология

This lecture combines the optimal full-state feedback (e.g., LQR) with the optimal full-state estimator (e.g., LQE or Kalman Filter) to obtain the sensor-based linear quadratic Gaussian (LQG) controller.
These lectures follow Chapters 1 & 3 from:
Machine learning control, by Duriez, Brunton, & Noack
www.amazon.com/Machine-Learni...
Chapters available at: faculty.washington.edu/sbrunto...
This video was produced at the University of Washington

Пікірлер: 9

  • @math_engine_pro5082
    @math_engine_pro50822 жыл бұрын

    Podria decirme ,¿Cual seria el modelo en espacio de estados del sistema realimentado(lazo cerrado final) con SERVOCONTROL LQG(LQG + Accion Integral) ?porfavor estoy haciendo un proyecto con servocontrol LQG o algun libro en el que lo pueda encontrar

  • @math_engine_pro5082
    @math_engine_pro50822 жыл бұрын

    Could you tell me, what would be the state space model of the feedback system (final closed loop) with LQG SERVOCONTROL (LQG + Integral Action)? Please, I am doing a project with LQG servocontrol or some book where I can find it

  • @jeroendebest1711
    @jeroendebest17113 жыл бұрын

    Nice explanations, as are all other video's. Maybe good to refer to a very famous paper by J.C. Doyle called Guaranteed Margins for LQG regulators. Abstract - There are none.

  • @jeroendebest1711

    @jeroendebest1711

    3 жыл бұрын

    Sorry, two videos later you exactly mention this particular paper. Cool!

  • @pilliozoltan6918
    @pilliozoltan69183 жыл бұрын

    There's a BKr in off diagonals, why does it called diagonal?

  • @simonb.979

    @simonb.979

    2 жыл бұрын

    i was actually wondering about that too. So, clearly it is coupled and the eigenvalues of the entire system have changed, right?

  • @parkerseth14

    @parkerseth14

    2 жыл бұрын

    I think he meant to say triangular. The eigenvalues of a triangular matrix are exactly its diagonal entries, just like a diagonal matrix!

  • @pokerihardlyknowher
    @pokerihardlyknowher4 жыл бұрын

    Anyone else confused by this magical backwards glass writing?

  • @peanutboy41

    @peanutboy41

    3 жыл бұрын

    I was at too first but I think the video is mirrored

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