TY - JOUR
T1 - Guide on set invariance for delay difference equations
AU - Laraba, Mohammed Tahar
AU - Olaru, Sorin
AU - Niculescu, Silviu Iulian
AU - Blanchini, Franco
AU - Giordano, Giulia
AU - Casagrande, Daniele
AU - Miani, Stefano
PY - 2016
Y1 - 2016
N2 - This paper addresses set invariance properties for linear time-delay systems. More precisely, the first goal of the article is to review known necessary and/or sufficient conditions for the existence of invariant sets with respect to dynamical systems described by linear discrete time-delay difference equations (dDDEs). Secondly, we address the construction of invariant sets in the original state space (also called D-invariant sets) by exploiting the forward mappings. The notion of D-invariance is appealing since it provides a region of attraction, which is difficult to obtain for delay systems without taking into account the delayed states in some appropriate extended state space model. The present paper contains a sufficient condition for the existence of ellipsoidal D-contractive sets for dDDEs, and a necessary and sufficient condition for the existence of D-invariant sets in relation to linear time-varying dDDE stability. Another contribution is the clarification of the relationship between convexity (convex hull operation) and D-invariance of linear dDDEs. In short, it is shown that the convex hull of the union of two or more D-invariant sets is not necessarily D-invariant, while the convex hull of a non-convex D-invariant set is D-invariant.
AB - This paper addresses set invariance properties for linear time-delay systems. More precisely, the first goal of the article is to review known necessary and/or sufficient conditions for the existence of invariant sets with respect to dynamical systems described by linear discrete time-delay difference equations (dDDEs). Secondly, we address the construction of invariant sets in the original state space (also called D-invariant sets) by exploiting the forward mappings. The notion of D-invariance is appealing since it provides a region of attraction, which is difficult to obtain for delay systems without taking into account the delayed states in some appropriate extended state space model. The present paper contains a sufficient condition for the existence of ellipsoidal D-contractive sets for dDDEs, and a necessary and sufficient condition for the existence of D-invariant sets in relation to linear time-varying dDDE stability. Another contribution is the clarification of the relationship between convexity (convex hull operation) and D-invariance of linear dDDEs. In short, it is shown that the convex hull of the union of two or more D-invariant sets is not necessarily D-invariant, while the convex hull of a non-convex D-invariant set is D-invariant.
KW - Discrete time-delay difference equations
KW - Linear time-delay systems
KW - Set invariance
UR - http://www.scopus.com/inward/record.url?scp=84974539604&partnerID=8YFLogxK
U2 - 10.1016/j.arcontrol.2016.04.020
DO - 10.1016/j.arcontrol.2016.04.020
M3 - Article
AN - SCOPUS:84974539604
SN - 1367-5788
VL - 41
SP - 13
EP - 23
JO - Annual Reviews in Control
JF - Annual Reviews in Control
ER -