Title :
Identification of the symmetries of linear systems with polytopic constraints
Author :
Danielson, Claus ; Borrelli, Francesco
Author_Institution :
Univ. of California, Berkeley, Berkeley, CA, USA
Abstract :
In this paper we consider the problem of finding all the state-space and input-space transformations that preserve the parameters of a constrained linear system. Such transformations are called symmetries. For systems constrained by bounded polytopes the set of all symmetries is a finite group and requires techniques from discrete mathematics to find. We transform the problem of finding the symmetries of a constrained linear system into the problem of finding the symmetries of a vertex colored graph. The symmetries of a vertex colored graph can be found efficiently using graph automorphism software. We demonstrate our symmetry identification procedure on a quadcopter example.
Keywords :
constraint theory; graph colouring; identification; linear systems; constrained linear system; discrete mathematics; graph automorphism software; polytopic constraints; quadcopter; symmetries identification; vertex colored graph; Color; Cost function; Generators; Linear systems; Predictive control; Software; Symmetric matrices; Algebraic/geometric methods; Identification; Predictive control for linear systems;
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
Print_ISBN :
978-1-4799-3272-6
DOI :
10.1109/ACC.2014.6859278