Interferometric binary phase estimations
1Dipartimento di Fisica, Università degli Studi di Pavia, Via Agostino Bassi 6, I-27100, Pavia, Italy
2INFN Sezione di Pavia, Via Agostino Bassi 6, I-27100, Pavia, Italy
3School of Mathematical Science, Zhejiang University, Hangzhou, 310027, China
| Published: | 2025-04-18, volume 9, page 1713 |
| Editor: | Alioscia Hamma |
| Eprint: | arXiv:2407.10966v2 |
| Doi: | https://doi.org/10.22331/q-2025-04-18-1713 |
| Citation: | Quantum 9, 1713 (2025). |
Find this paper interesting or want to discuss? Scite or leave a comment on SciRate.
Abstract
We propose an interferometric scheme where each photon returns one bit of the binary expansion of an unknown phase. It sets up a method for estimating the phase value at arbitrary uncertainty. This strategy is global, since it requires no prior information, and it achieves the Heisenberg bound independently of the output statistics. We provide simulations and a characterization of this architecture.

Featured image: Binary phase estimation. On the left, each line represents one photon going through the interferometer and providing a single bit of the binary expansion of the unknown phase. At the jth step, the output consists of a Fourier expansion of a square wave, with truncation order determined by the number D of subsequent applications of the interferometric module W. The true phase is sketched by the dashed vertical line. Combining all the outputs completes the estimation. The depth of the interferometer and the number of steps, i.e. the length of the binary expansion, determines the resource cost of the protocol. On the right, a comparison between the square wave and the optical response, obtained as the ratio of photons observed in the first mode for different choices of D.
Popular summary
► BibTeX data
► References
[1] V. Giovannetti, S. Lloyd, and L. Maccone, Advances in quantum metrology, Nat. Photon. 5, 222–229 (2011).
https://doi.org/10.1038/nphoton.2011.35
[2] M. G. A. Paris, Quantum estimation for quantum technology, Int. J. Quantum Inf. 07, 125 (2009).
https://doi.org/10.1142/S0219749909004839
[3] C. L. Degen, F. Reinhard, and P. Cappellaro, Quantum sensing, Rev. Mod. Phys. 89, 035002 (2017).
https://doi.org/10.1103/RevModPhys.89.035002
[4] C. M. Caves, Quantum-mechanical noise in an interferometer, Phys. Rev. D 23, 1693 (1981).
https://doi.org/10.1103/PhysRevD.23.1693
[5] P. Kómár, E. M. Kessler, M. Bishof, L. Jiang, A. S. Sørensen, J. Ye, and M. D. Lukin, A quantum network of clocks, Nat. Phys. 10, 582–587 (2014).
https://doi.org/10.1038/nphys3000
[6] C. H. Bennett and G. Brassard, Quantum cryptography: Public key distribution and coin tossing, Theor. Comput. Sci. 560, 7 (2014).
https://doi.org/10.1016/j.tcs.2014.05.025
[7] K. Tamaki, H.-K. Lo, C.-H. F. Fung, and B. Qi, Phase encoding schemes for measurement-device-independent quantum key distribution with basis-dependent flaw, Phys. Rev. A 85, 042307 (2012).
https://doi.org/10.1103/PhysRevA.85.042307
[8] A. N. Boto, P. Kok, D. S. Abrams, S. L. Braunstein, C. P. Williams, and J. P. Dowling, Quantum interferometric optical lithography: Exploiting entanglement to beat the diffraction limit, Phys. Rev. Lett. 85, 2733 (2000).
https://doi.org/10.1103/PhysRevLett.85.2733
[9] M. Gessner, N. Treps, and C. Fabre, Estimation of a parameter encoded in the modal structure of a light beam: a quantum theory, Optica 10, 996 (2023).
https://doi.org/10.1364/OPTICA.491368
[10] M. A. Nielsen and I. L. Chuang, Quantum Computation and Quantum Information: 10th Anniversary Edition (Cambridge University Press, 2010).
https://doi.org/10.1017/CBO9780511976667
[11] R. Cleve, A. Ekert, C. Macchiavello, and M. Mosca, Quantum algorithms revisited, Proc. R. Soc. Lond. A. 454, 339–354 (1998).
https://doi.org/10.1098/rspa.1998.0164
[12] M. Hassani, C. Macchiavello, and L. Maccone, Digital quantum estimation, Phys. Rev. Lett. 119, 200502 (2017).
https://doi.org/10.1103/PhysRevLett.119.200502
[13] C. Huerta Alderete, M. H. Gordon, F. Sauvage, A. Sone, A. T. Sornborger, P. J. Coles, and M. Cerezo, Inference-based quantum sensing, Phys. Rev. Lett. 129, 190501 (2022).
https://doi.org/10.1103/PhysRevLett.129.190501
[14] M.-A. Filip, D. M. Ramo, and N. Fitzpatrick, Variational phase estimation with variational fast forwarding, Quantum 8, 1278 (2024).
https://doi.org/10.22331/q-2024-03-13-1278
[15] C. Gerry and P. Knight, Introductory Quantum Optics (Cambridge University Press, 2004).
https://doi.org/10.1017/CBO9780511791239
[16] B. L. Higgins, D. W. Berry, S. D. Bartlett, H. M. Wiseman, and G. J. Pryde, Entanglement-free Heisenberg-limited phase estimation, Nature 450, 393–396 (2007).
https://doi.org/10.1038/nature06257
[17] L. Pezzé and A. Smerzi, Mach-Zehnder interferometry at the Heisenberg limit with coherent and squeezed-vacuum light, Phys. Rev. Lett. 100, 073601 (2008).
https://doi.org/10.1103/PhysRevLett.100.073601
[18] M. G. Genoni, S. Olivares, and M. G. A. Paris, Optical phase estimation in the presence of phase diffusion, Phys. Rev. Lett. 106, 153603 (2011).
https://doi.org/10.1103/PhysRevLett.106.153603
[19] C. R. Schwarze, D. S. Simon, and A. V. Sergienko, Enhanced-sensitivity interferometry with phase-sensitive unbiased multiports, Phys. Rev. A 107, 052615 (2023).
https://doi.org/10.1103/PhysRevA.107.052615
[20] J. Sinanan-Singh, G. L. Mintzer, I. L. Chuang, and Y. Liu, Single-shot quantum signal processing interferometry, Quantum 8, 1427 (2024).
https://doi.org/10.22331/q-2024-07-30-1427
[21] N. Wiebe and C. Granade, Efficient bayesian phase estimation, Phys. Rev. Lett. 117, 010503 (2016).
https://doi.org/10.1103/PhysRevLett.117.010503
[22] P. Busch, T. Heinonen, and P. Lahti, Heisenberg's uncertainty principle, Phys. Rep. 452, 155 (2007).
https://doi.org/10.1016/j.physrep.2007.05.006
[23] V. Giovannetti, S. Lloyd, and L. Maccone, Quantum-enhanced measurements: Beating the standard quantum limit, Science 306, 1330 (2004).
https://doi.org/10.1126/science.1104149
[24] W. Górecki, R. Demkowicz-Dobrzański, H. M. Wiseman, and D. W. Berry, ${\pi}$-Corrected Heisenberg limit, Phys. Rev. Lett. 124, 030501 (2020).
https://doi.org/10.1103/PhysRevLett.124.030501
[25] F. Belliardo and V. Giovannetti, Achieving heisenberg scaling with maximally entangled states: An analytic upper bound for the attainable root-mean-square error, Phys. Rev. A 102, 042613 (2020).
https://doi.org/10.1103/PhysRevA.102.042613
[26] L. Maccone and G. De Cillis, Robust strategies for lossy quantum interferometry, Phys. Rev. A 79, 023812 (2009).
https://doi.org/10.1103/PhysRevA.79.023812
[27] H. Lee, P. Kok, and J. P. Dowling, A quantum Rosetta stone for interferometry, J. Mod. Opt. 49, 2325–2338 (2002).
https://doi.org/10.1080/0950034021000011536
[28] M. H. Stone, On one-parameter unitary groups in hilbert space, Ann. Math. 33, 643 (1932).
https://doi.org/10.2307/1968538
[29] M. Schuld, R. Sweke, and J. J. Meyer, Effect of data encoding on the expressive power of variational quantum-machine-learning models, Phys. Rev. A 103, 032430 (2021).
https://doi.org/10.1103/PhysRevA.103.032430
[30] M. Schuld and F. Petruccione, Machine Learning with Quantum Computers (Springer, 2021).
https://doi.org/10.1007/978-3-030-83098-4
[31] V. Giovannetti, S. Lloyd, and L. Maccone, Quantum metrology, Phys. Rev. Lett. 96, 010401 (2006).
https://doi.org/10.1103/PhysRevLett.96.010401
[32] V. Giovannetti and L. Maccone, Sub-Heisenberg estimation strategies are ineffective, Phys. Rev. Lett. 108, 210404 (2012).
https://doi.org/10.1103/PhysRevLett.108.210404
[33] https://github.com/simoneroncallo/binary-phase-estimation.
https://github.com/simoneroncallo/binary-phase-estimation
[34] G. Arfken, G. Arfken, H. Weber, and F. Harris, Mathematical Methods for Physicists: A Comprehensive Guide (Elsevier, 2012).
https://doi.org/10.1016/C2009-0-30629-7
Cited by
[1] Mateusz Duda, "A new binary-search approach to optical quantum metrology", Quantum Views 9, 86 (2025).
The above citations are from Crossref's cited-by service (last updated successfully 2026-08-13 13:59:45). The list may be incomplete as not all publishers provide suitable and complete citation data.
On SAO/NASA ADS no data on citing works was found (last attempt 2026-08-13 13:59:45).
This Paper is published in Quantum under the Creative Commons Attribution 4.0 International (CC BY 4.0) license. Copyright remains with the original copyright holders such as the authors or their institutions.
Pingback: Perspective in Quantum Views by Mateusz Duda "A new binary-search approach to optical quantum metrology"