Identification of open quantum systems from observable time traces
arXiv:1503.06918 · doi:10.1103/PhysRevA.91.052121
Abstract
Estimating the parameters that dictate the dynamics of a quantum system is an important task for quantum information processing and quantum metrology, as well as fundamental physics. In this paper we develop a method for parameter estimation for Markovian open quantum systems using a temporal record of measurements on the system. The method is based on system realization theory and is a generalization of our previous work on identification of Hamiltonian parameters [Phys. Rev. Lett. 113, 080401 (2014)].
8 pages + appendix. 2 figures. Published version
References in corpus (15)
- Quantum Communication through Spin Chain Dynamics: an Introductory Overview
- Robust Online Hamiltonian Learning
- Quantum Hamiltonian identification from measurement time traces
- Coupling strength estimation for spin chains despite restricted access
- Observation of the Stark-tuned Forster resonance between two Rydberg atoms
- A Robust Method for Estimating the Lindblad Operators of a Dissipative Quantum Process from Measurements of the Density Operator at Multiple Time Points
- Hamiltonian tomography in an access-limited setting without state initialization
- Identifying an Experimental Two-State Hamiltonian to Arbitrary Accuracy
- Quantum System Identification
- Indirect Hamiltonian Identification through a small gateway
- Quantum state tomography by continuous measurement and compressed sensing
- Scheme for direct measurement of a general two-qubit Hamiltonian
- Structure identification and state initialization of spin networks with limited access
- A tomographic approach to non-Markovian master equations
- Reconstruction of time-dependent coefficients: a check of approximation schemes for non-Markovian convolutionless dissipative generators
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