Title :
Experimental design and identifiability of model parameters for quantum systems
Author :
Zhang, Ming ; Schirmer, S.G. ; Dai, Hong-Yi ; Zhou, Weiwei ; Lin, Min
Author_Institution :
Coll. of Mechatron. Eng. & Autom., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
This paper explores the experimental design and identifiability problems for both closed and open quantum systems. In general, the identifiability of quantum systems depends on both the choice of model sets and experimental design. The limits of identifiability in certain experimental settings and ways to improve the identifiability of model parameters by changing experimental conditions are investigated. Furthermore, it is exemplified that the experiment design in the domain of quantum system identification at least include the three following aspects: (1) initialization procedures, (2) measurement methods, and (3) the choice of coherent control.
Keywords :
design; quantum computing; quantum theory; closed quantum systems; coherent control; experimental design; identiflability problems; measurement methods; model parameters; open quantum systems; Automation; Control systems; Design for experiments; Mathematical model; Mechatronics; Open loop systems; Quantum dots; Quantum mechanics; System identification; Tomography; experimental design; identifiability; quantum system; system identification;
Conference_Titel :
Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-3871-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2009.5400380
