TR2021-067

Optimal Control for Quantum Metrology via Pontryagin's principle


    •  Lin, C., Ma, Y., Sels, D., "Optimal Control for Quantum Metrology via Pontryagin's principle", Physical Review, DOI: 10.1103/​PhysRevA.103.052607, Vol. 103, No. 5, pp. 052607, May 2021.
      BibTeX TR2021-067 PDF
      • @article{Lin2021may,
      • author = {Lin, Chungwei and Ma, Yanting and Sels, Dries},
      • title = {Optimal Control for Quantum Metrology via Pontryagin's principle},
      • journal = {Physical Review},
      • year = 2021,
      • volume = 103,
      • number = 5,
      • pages = 052607,
      • month = may,
      • doi = {10.1103/PhysRevA.103.052607},
      • url = {https://www.merl.com/publications/TR2021-067}
      • }
  • MERL Contacts:
  • Research Areas:

    Applied Physics, Control, Optimization

Abstract:

Quantum metrology comprises a set of techniques and protocols that utilize quantum features for parameter estimation which can in principle outperform any procedure based on classical physics. We formulate the quantum metrology in terms of an optimal control problem and apply Pontryagin’s Maximum Principle to determine the optimal protocol that maximizes the quantum Fisher information for a given evolution time. As the quantum Fisher information involves a derivatve with respect to the parameter which one wants to estimate, we devise an augmented dynamical system that explicitly includes gradients of the quantum Fisher information. The necessary conditions derived from Pontryagin’s Maximum Principle are used to quantify the quality of the numerical solution. The proposed formalism is generalized to problems with control constraints, and can also be used to maximize the classical Fisher information for a chosen measurement.

 

  • Related Publication

  •  Lin, C., Ma, Y., Sels, D., "Optimal Control for Quantum Metrology via Pontryagin’s principle", arXiv, May 2021.
    BibTeX arXiv
    • @article{Lin2021may2,
    • author = {Lin, Chungwei and Ma, Yanting and Sels, Dries},
    • title = {Optimal Control for Quantum Metrology via Pontryagin’s principle},
    • journal = {arXiv},
    • year = 2021,
    • month = may,
    • url = {https://arxiv.org/abs/2105.06931}
    • }