Quantum parameter estimation with optimal control
arXiv:1604.04856 · doi:10.1103/PhysRevA.96.012117
Abstract
A pivotal task in quantum metrology, and quantum parameter estimation in general, is to de- sign schemes that achieve the highest precision with given resources. Standard models of quantum metrology usually assume the dynamics is fixed, the highest precision is achieved by preparing the optimal probe states and performing optimal measurements. However, in many practical experimental settings, additional controls are usually available to alter the dynamics. Here we propose to use optimal control methods for further improvement on the precision limit of quantum parameter estimation. We show that by exploring the additional degree of freedom offered by the controls higher precision limit can be achieved. In particular we show that the precision limit under the controlled schemes can go beyond the constraints put by the coherent time, which is in contrast to the standard scheme where the precision limit is always bounded by the coherent time.
15 pages, 9 figures, PRA published version
References in corpus (10)
- Quantum metrology from a quantum information science perspective
- Using entanglement against noise in quantum metrology
- Mach-Zehnder Interferometry at the Heisenberg Limit with coherent and squeezed-vacuum light
- Individual quantum probes for optimal thermometry
- Fisher information under decoherence in Bloch representation
- Controlling open quantum systems: Tools, achievements, and limitations
- Liquid State NMR as a Test-bed for Developing Quantum Control Methods
- Robust quantum metrological schemes based on protection of quantum Fisher information
- Enhancing parameter precision of optimal quantum estimation by direct quantum feedback
- Practical Quantum Metrology in Noisy Environments
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