6_cont_obs - Control of Nonlinear Dynamic Systems Theory and Applications J K Hedrick and A Girard 2005 6 `Controllability and Observability of

# 6_cont_obs - Control of Nonlinear Dynamic Systems Theory...

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Control of Nonlinear Dynamic Systems: Theory and Applications J. K. Hedrick and A. Girard © 2005 62 6 ` Controllability and Observability of Nonlinear Systems Controllability for Nonlinear Systems The Use of Lie Brackets: Definition Consider two vector fields f(x) and g(x) in n . Then the Lie bracket operation generates a new vector field: [ ] g x f f x g g f , Also, higher order Lie brackets can be defined: Key points Nonlinear observability is intimately tied to the Lie derivative. The Lie derivative is the derivative of a scalar function along a vector field. Nonlinear controllability is intimately tied to the Lie bracket. The Lie bracket can be thought of as the derivative of a vector field with respect to another. References o Slotine and Li, section 6.2 (easiest) o Sastry, chapter 11 pages 510-516, section 3.9 and chapter 8 o Isidori, chapter 1 and appendix A (hard)
Control of Nonlinear Dynamic Systems: Theory and Applications J. K. Hedrick and A. Girard © 2005 64 The terms B 1 through B m correspond to the B term in the original matrix, the terms with ad f correspond to the AB terms, the terms with ad f n-1 correspond to the A n-1 B terms. Recap – Controllability for Linear Systems Bu Ax x + = & [ ] B A AB B C n 1 | ... | | = Local conditions (linear systems) Bu Ax x + = & Let u = constant (otherwise no pb, but you get u u & & & , etc…) ABu x A Bu Ax A x + = + = 2 ) ( & & Bu A x A x n n n 1 ) ( + = For linear systems, you get nothing new after the nth derivative because of the Cayley- Hamilton theorem. Nonlinear Systems Assume we have an affine system: = + = m i i i u x g x f x 1 ) ( ) ( & The general case is much more involved and is given in Hermann and Krener. If we don’t have an affine system, we can sometimes ruse: ) , ( u x f x = & Let v u u = + & τ Select a new state: = u x z and v is my control the system is affine in (z,v), and pick τ to be OK.

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• Spring '08
• HEDRICK
• Vector Space, Linear system, Nonlinear system, Vector field, Lie derivative, Nonlinear Dynamic Systems: Theory and Applications

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