Interaction-based quantum metrology showing scaling beyond the Heisenberg limit
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Quantum metrology aims to use entanglement and other quantum resources to improve precision measurement. An interferometer using N independent particles to measure a parameter χ can achieve at best the standard quantum limit of sensitivity, δχ ∝ N(-1/2). However, using N entangled particles and exotic states, such an interferometer can in principle achieve the Heisenberg limit, δχ ∝ N(-1). Recent theoretical work has argued that interactions among particles may be a valuable resource for quantum metrology, allowing scaling beyond the Heisenberg limit. Specifically, a k-particle interaction will produce sensitivity δχ ∝ N(-k) with appropriate entangled states and δχ ∝ N(-(k-1/2)) even without entanglement. Here we demonstrate 'super-Heisenberg' scaling of δχ ∝ N(-3/2) in a nonlinear, non-destructive measurement of the magnetization of an atomic ensemble. We use fast optical nonlinearities to generate a pairwise photon-photon interaction (corresponding to k = 2) while preserving quantum-noise-limited performance. We observe super-Heisenberg scaling over two orders of magnitude in N, limited at large numbers by higher-order nonlinear effects, in good agreement with theory. For a measurement of limited duration, super-Heisenberg scaling allows the nonlinear measurement to overtake in sensitivity a comparable linear measurement with the same number of photons. In other situations, however, higher-order nonlinearities prevent this crossover from occurring, reflecting the subtle relationship between scaling and sensitivity in nonlinear systems. Our work shows that interparticle interactions can improve sensitivity in a quantum-limited measurement, and experimentally demonstrates a new resource for quantum metrology.
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Exceptions to the limitation of m include the Dicke model, the Lipkin-Meshkov-Glick model, and the Mølmer-Sørensen interaction.
“Exceptions to this include the Dicke model [40] where collective coherence leads to superradiance, the Lipkin-Meshkov-Glick model [41], where all particles interact with each other, and the Mølmer-Sørensen interaction [42], in which an ensemble of ions are effectively coupled by a spatially uniform electromagnetic field.”
From Enhancing the Charging Power of Quantum Batteries (2017) · cites this paper as [41]
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Giovannetti, V., Lloyd, S., & Maccone, L. (2006) · Physical Review Letters · doi:10.1103/physrevlett.96.010401 · Cited by 2,440 · see citing works
Budker, D., & Romalis, M. V. (2007) · Nature Physics · doi:10.1038/nphys566 · Cited by 1,923 · see citing works
A subfemtotesla multichannel atomic magnetometer
Kominis, I. K., Kornack, T. W., Allred, J. C., & Romalis, M. V. (2003) · Nature · doi:10.1038/nature01484 · Cited by 1,631 · see citing works
Quantum interface between light and atomic ensembles
Hammerer, K., Sørensen, A. S., & Polzik, E. S. (2010) · Reviews of Modern Physics · doi:10.1103/revmodphys.82.1041 · Cited by 1,290 · see citing works
Quantum optical tests of complementarity
Scully, M. O., Englert, B., & WALTHER, H. (1991) · Nature · doi:10.1038/351111a0 · Cited by 861 · see citing works
Super-resolving phase measurements with a multiphoton entangled state
Mitchell, M. W., Lundeen, J. S., & Steinberg, A. M. (2004) · Nature · doi:10.1038/nature02493 · Cited by 830 · see citing works
Self-citationA quantum Rosetta stone for interferometry
Lee, H., Kok, P., & Dowling, J. P. (2002) · Journal of Modern Optics · doi:10.1080/0950034021000011536 · Cited by 499 · see citing works
Quantum Noise Limited and Entanglement-Assisted Magnetometry
Wasilewski, W., Jensen, K., Krauter, H., Renema, J. J., Balabas, M. V., & Polzik, E. S. (2010) · Physical Review Letters · doi:10.1103/physrevlett.104.133601 · Cited by 428 · see citing works
Generalized Limits for Single-Parameter Quantum Estimation
Boixo, S., Flammia, S. T., Caves, C. M., & Geremia, J. (2007) · Physical Review Letters · doi:10.1103/physrevlett.98.090401 · Cited by 403 · see citing works
Quantum-mechanical limitations in macroscopic experiments and modern experimental technique
Braginskii, V. B., & Vorontsov, Y. I. (1975) · Soviet Physics Uspekhi · doi:10.1070/pu1975v017n05abeh004362 · Cited by 258 · see citing works
Squeezed-Light Optical Magnetometry
Wolfgramm, F., Ceré, A., Beduini, F. A., Predojević, A., Koschorreck, M., & Mitchell, M. W. (2010) · Physical Review Letters · doi:10.1103/physrevlett.105.053601 · Cited by 240 · see citing works
Self-citationA Quantum Rosetta Stone for Interferometry
Lee, H., Kok, P., & Dowling, J. P. (2002) · Civil War Book Review · Cited by 239 · see citing works
Quantum Metrology: Dynamics versus Entanglement
Boixo, S., Datta, A., Davis, M. J., Flammia, S. T., Shaji, A., & Caves, C. M. (2008) · Physical Review Letters · doi:10.1103/physrevlett.101.040403 · Cited by 228 · see citing works
Exponentially Enhanced Quantum Metrology
Roy, S. M., & Braunstein, S. L. (2008) · Physical Review Letters · doi:10.1103/physrevlett.100.220501 · Cited by 176 · see citing works
Sub-Projection-Noise Sensitivity in Broadband Atomic Magnetometry
Koschorreck, M., Napolitano, M., Dubost, B., & Mitchell, M. W. (2010) · Physical Review Letters · doi:10.1103/physrevlett.104.093602 · Cited by 165 · see citing works
Self-citationQuantum limit of optical magnetometry in the presence of ac Stark shifts
Fleischhauer, M., Matsko, A. B., & Scully, M. O. (2000) · Physical Review A · doi:10.1103/physreva.62.013808 · Cited by 130 · see citing works
Bose-Einstein condensate as a nonlinear Ramsey interferometer operating beyond the Heisenberg limit
Choi, S. J., & Sundaram, B. (2008) · Physical Review A · doi:10.1103/physreva.77.053613 · Cited by 92 · see citing works
Nonlinear quantum metrology using coupled nanomechanical resonators
Woolley, M. J., Milburn, G. J., & Caves, C. M. (2008) · New Journal of Physics · doi:10.1088/1367-2630/10/12/125018 · Cited by 86 · see citing works
Quantum Nondemolition Measurement of Large-Spin Ensembles by Dynamical Decoupling
Koschorreck, M., Napolitano, M., Dubost, B., et al. (2010) · Physical Review Letters · doi:10.1103/physrevlett.105.093602 · Cited by 85 · see citing works
Self-citationBreaking the Heisenberg limit with inefficient detectors
Jiménez, J. B., & Luis, A. (2005) · Physical Review A · doi:10.1103/physreva.72.045801 · Cited by 81 · see citing works
Quantum-limited metrology and Bose-Einstein condensates
Boixo, S., Datta, A., Davis, M. J., Shaji, A., Tacla, A. B., & Caves, C. M. (2009) · Physical Review A · doi:10.1103/physreva.80.032103 · Cited by 73 · see citing works
Polarization-based light-atom quantum interface with an all-optical trap
Kubasik, M., Koschorreck, M., Napolitano, M., de Echaniz, S. R., Crepaz, H., Eschner, J., Polzik, E. S., & Mitchell, M. W. (2009) · Physical Review A · doi:10.1103/physreva.79.043815 · Cited by 70 · see citing works
Self-citationNonlinear metrology with a quantum interface
Napolitano, M., & Mitchell, M. W. (2010) · New Journal of Physics · doi:10.1088/1367-2630/12/9/093016 · Cited by 50 · see citing works
Self-citationNonlinear metrology with a quantum interfacePreprint
Napolitano, M., & Mitchell, M. W. (2016) · Cited by 35 · see citing works
Self-citationMagnetometry via a double-pass continuous quantum measurement of atomic spin
Chase, B. A., Baragiola, B. Q., Partner, H. L., Black, B. D., & Geremia, J. M. (2009) · Physical Review A · doi:10.1103/physreva.79.062107 · Cited by 32 · see citing works
Ultra low-noise differential ac-coupled photodetector for sensitive pulse detection applications
Windpassinger, P., Kubasik, M., Koschorreck, M., et al. (2009) · Measurement Science and Technology · doi:10.1088/0957-0233/20/5/055301 · Cited by 21 · see citing works
Self-citationQuantum-limited position measurements of a dark matter-wave soliton
Negretti, A., Henkel, C., & Mølmer, K. (2008) · Physical Review A · doi:10.1103/physreva.77.043606 · Cited by 12 · see citing works
Quantum-Limited Position Measurements of a Dark Matter-Wave Soliton
Henkel, C., Negretti, A., & Mølmer, K. (2008) · Frontiers in Optics 2008/Laser Science XXIV/Plasmonics and Metamaterials/Optical Fabrication and Testing · doi:10.1364/ls.2008.lwg5 · Cited by 2 · see citing works
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Giovannetti, V., Lloyd, S., & Maccone, L. (2011) · Nature Photonics · doi:10.1038/nphoton.2011.35 · Cited by 3,894 · see citing works
Quantum metrology from a quantum information science perspective
Tóth, G., & Apellaniz, I. (2014) · Journal of Physics A Mathematical and Theoretical · doi:10.1088/1751-8113/47/42/424006 · Cited by 862 · see citing works
The elusive Heisenberg limit in quantum-enhanced metrology
Demkowicz-Dobrzański, R., Kołodyński, J., & Guţă, M. (2012) · Nature Communications · doi:10.1038/ncomms2067 · Cited by 773 · see citing works
Enhancing the Charging Power of Quantum Batteries
Campaioli, F., Pollock, F. A., Binder, F. C., Céleri, L., Goold, J., Vinjanampathy, S., & Modi, K. (2017) · Physical Review Letters · doi:10.1103/physrevlett.118.150601 · Cited by 531 · see citing works
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Braun, D., Adesso, G., Benatti, F., Floreanini, R., Marzolino, U., Mitchell, M. W., & Pirandola, S. (2018) · Reviews of Modern Physics · doi:10.1103/revmodphys.90.035006 · Cited by 434 · see citing works
Self-citationOptimal adaptive control for quantum metrology with time-dependent Hamiltonians
Pang, S., & Jordan, A. N. (2017) · Nature Communications · doi:10.1038/ncomms14695 · Cited by 195 · see citing works
Quantum metrology for a general Hamiltonian parameter
Pang, S., & Brun, T. A. (2014) · Physical Review A · doi:10.1103/physreva.90.022117 · Cited by 175 · see citing works
Quantum metrology with unitary parametrization processes
Liu, J., Jing, X.-X., & Wang, X. (2015) · Scientific Reports · doi:10.1038/srep08565 · Cited by 95 · see citing works
Quantum metrology of spatial deformation using arrays of classical and quantum light emitters
Sidhu, J. S., & Kok, P. (2017) · Physical Review A · doi:10.1103/physreva.95.063829 · Cited by 31 · see citing works
Probing many-body localization by spin noise spectroscopy
Roy, D., Singh, R., & Moessner, R. (2015) · Physical Review B · doi:10.1103/physrevb.92.180205 · Cited by 24 · see citing works
- Authors
- Napolitano, M., Koschorreck, M., Dubost, B., Behbood, N., Sewell, R. J., & Mitchell, M. W.
- Affiliations
- Institute of Photonic Sciences (ES)
- Centre National de la Recherche Scientifique (FR)
- Corresponding author
- Napolitano, M.
- Venue
- Nature
- Published
- 2011-03
- Volume
- 471
- Issue
- 7339
- Pages
- 486-489
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- OpenAlex
- W2122138985
- Cited by
- 245
- References
- 28
- Citations by year
- 2026: 11 · 2025: 18 · 2024: 16 · 2023: 12 · 2022: 18 · 2021: 19 · 2020: 14 · 2019: 14 · 2018: 11 · 2017: 14 · 2016: 13 · 2015: 13 · 2014: 26 · 2013: 23 · 2012: 18
- FWCI
- 21.22
- Type
- journal article
- Language
- en
- Open access
- green
- arxiv.org
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- arXiv (Cornell University) (submittedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- arXiv (Cornell University)
- Topics
- Physical Sciences › Computer Science › Artificial Intelligence › Quantum Information and Cryptography
- Physical Sciences › Physics and Astronomy › Atomic and Molecular Physics, and Optics › Quantum Mechanics and Applications
- Physical Sciences › Physics and Astronomy › Atomic and Molecular Physics, and Optics › Cold Atom Physics and Bose-Einstein Condensates
- Keywords
- quantum metrology, Heisenberg limit, interparticle interactions, nonlinear measurements, non-destructive measurement, atomic magnetization, atomic ensembles, photon-photon interaction, precision measurement, quantum noise, higher-order nonlinearities, entanglement, standard quantum limit, quantum Fisher information, quantum Fisher information matrix
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