TY - JOUR
T1 - Observer design for switched linear systems with state jumps
AU - Tanwani, Aneel
AU - Shim, Hyungbo
AU - Liberzon, Daniel
N1 - Publisher Copyright:
© Springer International Publishing Switzerland 2015.
PY - 2015
Y1 - 2015
N2 - An observer design for switched linear systems with state resets is proposed based on the geometric conditions for large-time observability from our recent work.Without assuming the observability of individual subsystems, the basic idea is to combine the maximal information available from each mode to obtain a good estimate of the state after a certain time interval (overwhich the switched system is observable) has passed.We first study systems where state reset maps at switching instants are invertible, in which case it is possible to collect all the observable and unobservable information separately at one time instant. One can then annihilate the unobservable component of all the modes and obtain an estimate of the state by introducing an error correction map at that time instant. However, for the systems with non-invertible jump maps, this approach needs to be modified and a recursion-based error correction scheme is proposed. In both approaches, the criterion for choosing the output injection matrices is given, which leads to the asymptotic recovery of the system state.
AB - An observer design for switched linear systems with state resets is proposed based on the geometric conditions for large-time observability from our recent work.Without assuming the observability of individual subsystems, the basic idea is to combine the maximal information available from each mode to obtain a good estimate of the state after a certain time interval (overwhich the switched system is observable) has passed.We first study systems where state reset maps at switching instants are invertible, in which case it is possible to collect all the observable and unobservable information separately at one time instant. One can then annihilate the unobservable component of all the modes and obtain an estimate of the state by introducing an error correction map at that time instant. However, for the systems with non-invertible jump maps, this approach needs to be modified and a recursion-based error correction scheme is proposed. In both approaches, the criterion for choosing the output injection matrices is given, which leads to the asymptotic recovery of the system state.
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U2 - 10.1007/978-3-319-10795-0_7
DO - 10.1007/978-3-319-10795-0_7
M3 - Article
AN - SCOPUS:84921443645
SN - 0170-8643
VL - 457
SP - 179
EP - 203
JO - Lecture Notes in Control and Information Sciences
JF - Lecture Notes in Control and Information Sciences
ER -