Schirmer, S. G. and Oi, D. K. L. (2010) Quantum system identification by Bayesian analysis of noisy data: Beyond Hamiltonian tomography. Laser Physics, 20 (5). pp. 1203-1209. ISSN 1054-660XFull text not available in this repository. (Request a copy from the Strathclyde author)
We consider how to characterize the dynamics of a quantum system from a restricted set of initial states and measurements using Bayesian analysis. Previous work has shown that Hamiltonian systems can be well estimated from analysis of noisy data. Here we show how to generalize this approach to systems with moderate dephasing in the eigenbasis of the Hamiltonian. We illustrate the process for a range of three-level quantum systems. The results suggest that the Bayesian estimation of the frequencies and dephasing rates is generally highly accurate and the main source of errors are errors in the reconstructed Hamiltonian basis.
|Keywords:||laser physics, noisy data, quantum system identification, Bayesian analysis, Hamiltonian tomography, Optics. Light, Instrumentation, Industrial and Manufacturing Engineering, Atomic and Molecular Physics, and Optics, Condensed Matter Physics|
|Subjects:||Science > Physics > Optics. Light|
|Department:||Faculty of Science > Physics|
|Depositing user:||Pure Administrator|
|Date Deposited:||11 May 2011 10:18|
|Last modified:||27 Apr 2016 16:31|