Uncontrollable States in State Space

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SUMMARY

A row of zeros in the controllability matrix of a linear state space system indicates that the corresponding state is uncontrollable. For instance, in a system with five states, a zero row in the fourth position signifies that the fourth state cannot be controlled. Additionally, repeated rows in the controllability matrix suggest that the system does not have full rank, confirming the presence of uncontrollable states. To identify which states are uncontrollable, one can apply the Kalman controllable/uncontrollable decomposition technique.

PREREQUISITES
  • Linear state space system concepts
  • Controllability matrix understanding
  • Kalman controllable/uncontrollable decomposition technique
  • Matrix rank and its implications in control theory
NEXT STEPS
  • Study the properties of the controllability matrix in linear systems
  • Learn about Kalman controllable/uncontrollable decomposition
  • Explore matrix rank and its significance in control theory
  • Investigate examples of uncontrollable states in various linear systems
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Control engineers, systems analysts, and students studying linear control systems who need to understand the implications of the controllability matrix in system design and analysis.

Eidos
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Hi Guys/Gals

If you end up with a row of zeros in the controllability matrix for a linear state space system, does that row correspond with the state that is uncontrollable


eg. Assuming a linear state space system with 5 states, a row of zeros in the 4th row of the controllability matrix corresponds to the 4th state of the system being uncontrollable.

Secondly, if we have a repeated row in the controllability matrix what does that imply?

Thanks :smile:
 
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The controllability matrix does not tell you which state is uncontrollable. A row of zeros or in general, controllability matrix which does not have full rank indicates the existence of an uncontrollable part of your system.

You can transform your system with a Kalman controllable/uncontrollable decomposition and see which states are uncontrollable.
 

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