Characterizing resources for multiparameter estimation of SU(2) and SU(1,1) unitaries

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AbstractWe analyze the task of estimating a multi-parameter unitary belonging to the $SU(2)$ or $SU(1,1)$ groups, in a two-bosonic-mode scenario and investigate the scaling of the precision in terms of the total particle number. For the $SU(2)$ case, the total particle number is conserved by the evolution and we discuss optimal states in fixed-$n$ subspaces, identifying eigenstates of $J_z^2$ as useful resources, even allowing simultaneous Heisenberg precision scaling for all three parameters. In the $SU(1,1)$ case instead, the conserved quantity is the particle number difference between the two modes, and we identify useful probe states in the sector with an equal number of particles in the two modes. These states are analogous to the $SU(2)$ case and would also allow simultaneous Heisenberg precision scaling for all three parameters. We then consider the more pragmatic scenario of an estimation via expectation values of time-evolved observables, which we restrict to be the first two moments of the generators. We analyze the maximal precision achievable in this setting and we find that the twin-Fock state emerges in both the $SU(2)$ and the $SU(1,1)$ cases as the only one potentially allowing Heisenberg scaling for the estimation of two out of the three parameters. As a complement, we also consider other probe states with fluctuating number of particles, with measurements restricted to quadratic expressions in the mode operators. In this scenario, simultaneous Heisenberg scaling in multiple parameters seems mostly forbidden, with the only exception being an input two-mode squeezed state for the estimation of a two-parameter $SU(2)$. This extends to the multiparameter scenario the well-established intuition that the performance of a $SU(2)$ interferometer can be enhanced by a prior $SU(1,1)$ operation.Featured image: Three-parameter $SU(2)$ estimation as an example. An input two-mode twin Fock state $\left|\Psi_{\mathbf{0}}\right\rangle$ undergoes a $SU(2)$ rotation, evolving into the state $U(\boldsymbol{\theta})\left|\Psi_{\mathbf{0}}\right\rangle$, and then detected at two output ports.Popular summaryQuantum technologies promise sensors that can measure physical quantities with a precision beyond what is possible with ordinary classical resources. A central example is quantum interferometry, where particles such as photons or atoms are used to estimate phases. With uncorrelated particles, the precision improves only with the square root of the number of particles used. Quantum theory, however, allows more strongly correlated probe states that can in principle reach the so-called Heisenberg scaling, where the improvement is proportional to the total number of particles. Similar enhancements are known to be possible also when several parameters are estimated at the same time, but multiparameter estimation brings an additional difficulty: the formal quantum limits are not always attainable in practice, especially when the different parameters are generated by non-commuting observables. In this work, we study this question in an abstract but widely applicable setting. We consider multiparameter quantum estimation problems in which the unknown transformation is generated by three non-commuting observables. This situation appears, for instance, when estimating the three angles of a rotation, or the parameters of optical transformations related to squeezing. Mathematically, these two paradigmatic cases are described by the groups SU(2) and SU(1,1), which play a central role in quantum optics, interferometry, and many-body physics. Our first goal is to identify the ultimate quantum limits: which probe states, in principle, allow simultaneous Heisenberg scaling for all three parameters? We show that such states can indeed be characterized in both the SU(2) and SU(1,1) settings, and we highlight a close analogy between the two cases. We then move to a more practical scenario, where the information is extracted from expectation values of experimentally natural observables, namely first and second moments of the relevant generators. In this restricted setting, the situation becomes much more selective: only special states, such as twin-Fock states, retain the possibility of Heisenberg scaling for more than one parameter. Overall, our results clarify which quantum resources are useful for enhanced multiparameter estimation when the parameters are generated by non-commuting transformations. They also distinguish between formal precision bounds and precision that can actually be achieved with concrete measurements, thereby identifying when simultaneous Heisenberg scaling is genuinely attainable.► BibTeX data@article{Du2026characterizing, doi = {10.22331/q-2026-06-08-2130}, url = {https://doi.org/10.22331/q-2026-06-08-2130}, title = {Characterizing resources for multiparameter estimation of {SU}(2) and {SU}(1,1) unitaries}, author = {Du, Shaowei and Liu, Shuheng and Steinhoff, Frank E. S. and Vitagliano, Giuseppe}, journal = {{Quantum}}, issn = {2521-327X}, publisher = {{Verein zur F{\"{o}}rderung des Open Access Publizierens in den Quantenwissenschaften}}, volume = {10}, pages = {2130}, month = jun, year = {2026} }► References [1] Gregg Jaeger, Abner Shimony, and Lev Vaidman. ``Two interferometric complementarities''. Phys. Rev. A 51, 54 (1995). https://doi.org/10.1103/PhysRevA.51.54 [2] Berthold-Georg Englert. ``Fringe visibility and which-way information: An inequality''. Phys. Rev. Lett. 77, 2154 (1996). https://doi.org/10.1103/PhysRevLett.77.2154 [3] Patrick J Coles, Jedrzej Kaniewski, and Stephanie Wehner. ``Equivalence of wave–particle duality to entropic uncertainty''. Nat. Commun. 5, 5814 (2014). https://doi.org/10.1038/ncomms6814 [4] Frank E. S. Steinhoff and Marcos César de Oliveira. ``Limitations imposed by complementarity''. Quantum Inf. Process. 19, 1–17 (2020). https://doi.org/10.1007/s11128-020-02869-1 [5] R. Hanbury Brown and Richard Q. Twiss. ``Correlation between photons in two coherent beams of light''. Nature 177, 27–29 (1956). https://doi.org/10.1038/177027a0 [6] Chong-Ki Hong, Zhe-Yu Ou, and Leonard Mandel. ``Measurement of subpicosecond time intervals between two photons by interference''. Phys. Rev. Lett. 59, 2044 (1987). https://doi.org/10.1103/PhysRevLett.59.2044 [7] Alain Aspect. ``Hanbury Brown and Twiss, Hong Ou and Mandel effects and other landmarks in quantum optics: From photons to atoms''.
In Antoine Browaeys, Thierry Lahaye, Trey Porto, Charles S. Adams, Matthias Weidemüller, and Leticia F. Cugliandolo, editors, Current Trends in Atomic Physics.
Oxford University Press (2019). https://doi.org/10.1093/oso/9780198837190.003.0012 [8] Andrew D. Ludlow, Martin M. Boyd, Jun Ye, E. Peik, and P. O. Schmidt. ``Optical atomic clocks''. Rev. Mod. Phys. 87, 637–701 (2015). https://doi.org/10.1103/RevModPhys.87.637 [9] Dmitry Budker and Michael Romalis. ``Optical magnetometry''. Nat. Phys. 3, 227–234 (2007). https://doi.org/10.1038/nphys566 [10] F. Albarelli, M. Barbieri, M.G. Genoni, and I. Gianani. ``A perspective on multiparameter quantum metrology: From theoretical tools to applications in quantum imaging''. Phys. Lett. A 384, 126311 (2020). https://doi.org/10.1016/j.physleta.2020.126311 [11] The LIGO Scientific Collaboration. ``A gravitational wave observatory operating beyond the quantum shot-noise limit''. Nat. Phys. 7, 962–965 (2011). https://doi.org/10.1038/nphys2083 [12] Junaid Aasi, Joan Abadie, BP Abbott, Richard Abbott, TD Abbott, MR Abernathy, Carl Adams, Thomas Adams, Paolo Addesso, RX Adhikari, et al. ``Enhanced sensitivity of the LIGO gravitational wave detector by using squeezed states of light''. Nat. Photonics 7, 613–619 (2013). https://doi.org/10.1038/nphoton.2013.177 [13] M. Tse, Haocun Yu, N. Kijbunchoo, A. Fernandez-Galiana, P. Dupej, L. Barsotti, C. D. Blair, D. D. Brown, S. E. Dwyer, A. Effler, et al. ``Quantum-enhanced advanced LIGO detectors in the era of gravitational-wave astronomy''. Phys. Rev. Lett. 123, 231107 (2019). https://doi.org/10.1103/PhysRevLett.123.231107 [14] F. Acernese, M. Agathos, L. Aiello, A. Allocca, A. Amato, S. Ansoldi, S. Antier, M. Arène, N. Arnaud, S. Ascenzi, et al. ``Increasing the astrophysical reach of the advanced virgo detector via the application of squeezed vacuum states of light''. Phys. Rev. Lett. 123, 231108 (2019). https://doi.org/10.1103/PhysRevLett.123.231108 [15] Aaron Chou, Kent Irwin, Reina H. Maruyama, Oliver K. Baker, Chelsea Bartram, Karl K. Berggren, Gustavo Cancelo, Daniel Carney, Clarence L. Chang, Hsiao-Mei Cho, et al. ``Quantum sensors for high energy physics'' (2023). arXiv:2311.01930. arXiv:2311.01930 [16] Vittorio Giovannetti, Seth Lloyd, and Lorenzo Maccone. ``Quantum-enhanced measurements: beating the standard quantum limit''. Science 306, 1330–1336 (2004). https://doi.org/10.1126/science.1104149 [17] Vittorio Giovannetti, Seth Lloyd, and Lorenzo Maccone. ``Quantum metrology''. Phys. Rev. Lett. 96, 010401 (2006). https://doi.org/10.1103/PhysRevLett.96.010401 [18] Vittorio Giovannetti, Seth Lloyd, and Lorenzo Maccone. ``Advances in quantum metrology''. Nat. Photonics 5, 222–229 (2011). https://doi.org/10.1038/nphoton.2011.35 [19] Matteo G. A. Paris. ``Quantum estimation for quantum technology''. Int. J. Quantum Inf. 07, 125–137 (2009). https://doi.org/10.1142/S0219749909004839 [20] Luca Pezze and Augusto Smerzi. ``Quantum theory of phase estimation''. In Atom interferometry. Pages 691–741. IOS Press (2014). https://doi.org/10.3254/978-1-61499-448-0-691 [21] Géza Tóth and Iagoba Apellaniz. ``Quantum metrology from a quantum information science perspective''. J. Phys. A: Math. Theor. 47, 424006 (2014). https://doi.org/10.1088/1751-8113/47/42/424006 [22] Rafal Demkowicz-Dobrzański, Marcin Jarzyna, and Jan Kołodyński. ``Quantum limits in optical interferometry''. Progress in Optics 60, 345–435 (2015). https://doi.org/10.1016/bs.po.2015.02.003 [23] C. L. Degen, F. Reinhard, and P. Cappellaro. ``Quantum sensing''. Rev. Mod. Phys. 89, 035002 (2017). https://doi.org/10.1103/RevModPhys.89.035002 [24] Roman Schnabel. ``Squeezed states of light and their applications in laser interferometers''. Phys. Rep. 684, 1–51 (2017). https://doi.org/10.1016/j.physrep.2017.04.001 [25] Luca Pezzè, Augusto Smerzi, Markus K. Oberthaler, Roman Schmied, and Philipp Treutlein. ``Quantum metrology with nonclassical states of atomic ensembles''. Rev. Mod. Phys. 90, 035005 (2018). https://doi.org/10.1103/RevModPhys.90.035005 [26] S. L. Braunstein and C. M. Caves. ``Statistical distance and the geometry of quantum states''. Phys. Rev. Lett. 72, 3439–3443 (1994). https://doi.org/10.1103/PhysRevLett.72.3439 [27] Bernard Yurke, Samuel L. McCall, and John R. Klauder. ``SU(2) and SU(1,1) interferometers''. Phys. Rev. A 33, 4033–4054 (1986). https://doi.org/10.1103/PhysRevA.33.4033 [28] Carlton M. Caves. ``Quantum-mechanical noise in an interferometer''. Phys. Rev. D 23, 1693–1708 (1981). https://doi.org/10.1103/PhysRevD.23.1693 [29] Masahiro Kitagawa and Masahito Ueda. ``Squeezed spin states''. Phys. Rev. A 47, 5138–5143 (1993). https://doi.org/10.1103/PhysRevA.47.5138 [30] Mark Hillery and Leonard Mlodinow. ``Interferometers and minimum-uncertainty states''. Phys. Rev. A 48, 1548–1558 (1993). https://doi.org/10.1103/PhysRevA.48.1548 [31] D. J. Wineland, J. J. Bollinger, W. M. Itano, and D. J. Heinzen. ``Squeezed atomic states and projection noise in spectroscopy''. Phys. Rev. A 50, 67–88 (1994). https://doi.org/10.1103/PhysRevA.50.67 [32] C. Brif and A. Mann. ``Nonclassical interferometry with intelligent light''. Phys. Rev. A 54, 4505–4518 (1996). https://doi.org/10.1103/PhysRevA.54.4505 [33] C Brif and Y Ben-Aryeh. ``Improvement of measurement accuracy in SU(1, 1) interferometers''. Quantum and Semiclassical Optics: Journal of the European Optical Society Part B 8, 1–5 (1996). https://doi.org/10.1088/1355-5111/8/1/001 [34] C Brif and A Mann. ``High-accuracy su(1,1) interferometers with minimum-uncertainty input states''. Phys. Lett. A 219, 257–262 (1996). https://doi.org/10.1016/0375-9601(96)00459-8 [35] Lorenzo Maccone and Alberto Riccardi. ``Squeezing metrology: a unified framework''. Quantum 4, 292 (2020). https://doi.org/10.22331/q-2020-07-09-292 [36] Luca Pezzé and Augusto Smerzi. ``Entanglement, nonlinear dynamics, and the Heisenberg limit''. Phys. Rev. Lett. 102, 100401 (2009). https://doi.org/10.1103/PhysRevLett.102.100401 [37] Philipp Hyllus, Wiesław Laskowski, Roland Krischek, Christian Schwemmer, Witlef Wieczorek, Harald Weinfurter, Luca Pezzé, and Augusto Smerzi. ``Fisher information and multiparticle entanglement''. Phys. Rev. A 85, 022321 (2012). https://doi.org/10.1103/PhysRevA.85.022321 [38] Géza Tóth. ``Multipartite entanglement and high-precision metrology''. Phys. Rev. A 85, 022322 (2012). https://doi.org/10.1103/PhysRevA.85.022322 [39] Manuel Gessner, Luca Pezzè, and Augusto Smerzi. ``Efficient entanglement criteria for discrete, continuous, and hybrid variables''. Phys. Rev. A 94, 020101 (2016). https://doi.org/10.1103/PhysRevA.94.020101 [40] Matteo Fadel, Benjamin Yadin, Yuping Mao, Tim Byrnes, and Manuel Gessner. ``Multiparameter quantum metrology and mode entanglement with spatially split nonclassical spin ensembles''. New J. Phys. 25, 073006 (2023). https://doi.org/10.1088/1367-2630/ace1a0 [41] Q. Y. He, Shi-Guo Peng, P. D. Drummond, and M. D. Reid. ``Planar quantum squeezing and atom interferometry''. Phys. Rev. A 84, 022107 (2011). https://doi.org/10.1103/PhysRevA.84.022107 [42] Jonathan P Dowling. ``Quantum optical metrology–the lowdown on high-N00N states''. Contemp. Phys. 49, 125–143 (2008). https://doi.org/10.1080/00107510802091298 [43] D Leibfried, MD Barrett, T Schaetz, J Britton, J Chiaverini, WM Itano, JD Jost, C Langer, and DJ Wineland. ``Toward Heisenberg-limited spectroscopy with multiparticle entangled states''. Science 304, 1476–1478 (2004). https://doi.org/10.1126/science.109757 [44] Bernd Lücke, Manuel Scherer, Jens Kruse, Luca Pezzé, Frank Deuretzbacher, Phillip Hyllus, Jan Peise, Wolfgang Ertmer, Jan Arlt, Luis Santos, Agosto Smerzi, and Carsten Klempt. ``Twin matter waves for interferometry beyond the classical limit''. Science 334, 773–776 (2011). https://doi.org/10.1126/science.1208798 [45] Yi-Quan Zou, Ling-Na Wu, Qi Liu, Xin-Yu Luo, Shuai-Feng Guo, Jia-Hao Cao, Meng Khoon Tey, and Li You. ``Beating the classical precision limit with spin-1 Dicke states of more than 10,000 atoms''. Proc. Natl. Acad. Sci. U.S.A. 115, 6381–6385 (2018). https://doi.org/10.1073/pnas.1715105115 [46] Anders S. Sørensen and Klaus Mølmer. ``Entanglement and extreme spin squeezing''. Phys. Rev. Lett. 86, 4431–4434 (2001). https://doi.org/10.1103/PhysRevLett.86.4431 [47] P. Hyllus, L. Pezzé, and A. Smerzi. ``Entanglement and sensitivity in precision measurements with states of a fluctuating number of particles''. Phys. Rev. Lett. 105, 120501 (2010). https://doi.org/10.1103/PhysRevLett.105.120501 [48] Philipp Hyllus, Luca Pezzé, Augusto Smerzi, and Géza Tóth. ``Entanglement and extreme spin squeezing for a fluctuating number of indistinguishable particles''. Phys. Rev. A 86, 012337 (2012). https://doi.org/10.1103/PhysRevA.86.012337 [49] Bernd Lücke, Jan Peise, Giuseppe Vitagliano, Jan Arlt, Luis Santos, Géza Tóth, and Carsten Klempt. ``Detecting multiparticle entanglement of Dicke states''. Phys. Rev. Lett. 112, 155304 (2014). https://doi.org/10.1103/PhysRevLett.112.155304 [50] Giuseppe Vitagliano, Iagoba Apellaniz, Matthias Kleinmann, Bernd Lücke, Carsten Klempt, and Géza Tóth. ``Entanglement and extreme spin squeezing of unpolarized states''. New J. Phys. 19, 013027 (2017). https://doi.org/10.1088/1367-2630/19/1/013027 [51] G. Vitagliano, G. Colangelo, F. Martin Ciurana, M. W. Mitchell, R. J. Sewell, and G. Tóth. ``Entanglement and extreme planar spin squeezing''. Phys. Rev. A 97, 020301 (2018). https://doi.org/10.1103/PhysRevA.97.020301 [52] Nicolai Friis, Giuseppe Vitagliano, Mehul Malik, and Marcus Huber. ``Entanglement certification from theory to experiment''. Nat. Rev. Phys. 1, 72–87 (2019). https://doi.org/10.1038/s42254-018-0003-5 [53] Matteo Fadel, Ayaka Usui, Marcus Huber, Nicolai Friis, and Giuseppe Vitagliano. ``Entanglement quantification in atomic ensembles''. Phys. Rev. Lett. 127 (2021). https://doi.org/10.1103/physrevlett.127.010401 [54] W. Wasilewski, K. Jensen, H. Krauter, J. J. Renema, M. V. Balabas, and E. S. Polzik. ``Quantum noise limited and entanglement-assisted magnetometry''. Phys. Rev. Lett. 104, 133601 (2010). https://doi.org/10.1103/PhysRevLett.104.133601 [55] Christian Gross, Tilman Zibold, Eike Nicklas, Jerome Esteve, and Markus K Oberthaler. ``Nonlinear atom interferometer surpasses classical precision limit''. Nature (London) 464, 1165–1169 (2010). https://doi.org/10.1038/nature08919 [56] Max F Riedel, Pascal Böhi, Yun Li, Theodor W Hänsch, Alice Sinatra, and Philipp Treutlein. ``Atom-chip-based generation of entanglement for quantum metrology''. Nature (London) 464, 1170–1173 (2010). https://doi.org/10.1038/nature08988 [57] Christian Gross. ``Spin squeezing, entanglement and quantum metrology with Bose-Einstein condensates''. J. Phys. B: At. Mol. Opt. Phys. 45, 103001 (2012). https://doi.org/10.1088/0953-4075/45/10/103001 [58] Caspar F. Ockeloen, Roman Schmied, Max F. Riedel, and Philipp Treutlein. ``Quantum metrology with a scanning probe atom interferometer''. Phys. Rev. Lett. 111, 143001 (2013). https://doi.org/10.1103/PhysRevLett.111.143001 [59] W. Muessel, H. Strobel, D. Linnemann, D. B. Hume, and M. K. Oberthaler. ``Scalable Spin Squeezing for Quantum-Enhanced Magnetometry with Bose-Einstein Condensates''. Phys. Rev. Lett. 113, 103004 (2014). https://doi.org/10.1103/PhysRevLett.113.103004 [60] Klemens Hammerer, Anders S. Sørensen, and Eugene S. Polzik. ``Quantum interface between light and atomic ensembles''. Rev. Mod. Phys. 82, 1041–1093 (2010). https://doi.org/10.1103/RevModPhys.82.1041 [61] Christopher C. Gerry. ``Heisenberg-limit interferometry with four-wave mixers operating in a nonlinear regime''. Phys. Rev. A 61, 043811 (2000). https://doi.org/10.1103/PhysRevA.61.043811 [62] Luca Pezzé and Augusto 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 [63] Roberto Gaiba and Matteo G.A. Paris. ``Squeezed vacuum as a universal quantum probe''. Phys. Lett. A 373, 934–939 (2009). https://doi.org/10.1016/j.physleta.2009.01.026 [64] Petr M. Anisimov, Gretchen M. Raterman, Aravind Chiruvelli, William N. Plick, Sean D. Huver, Hwang Lee, and Jonathan P. Dowling. ``Quantum Metrology with Two-Mode Squeezed Vacuum: Parity Detection Beats the Heisenberg Limit''. Phys. Rev. Lett. 104, 103602 (2010). https://doi.org/10.1103/PhysRevLett.104.103602 [65] Luca Pezzé and Augusto Smerzi. ``Ultrasensitive two-mode interferometry with single-mode number squeezing''. Phys. Rev. Lett. 110, 163604 (2013). https://doi.org/10.1103/PhysRevLett.110.163604 [66] Xiao-Yu Hu, Chao-Ping Wei, Ya-Fei Yu, and Zhi-Ming Zhang. ``Enhanced phase sensitivity of an SU(1,1) interferometer with displaced squeezed vacuum light''. Front. Phys. 11, 1–6 (2016). https://doi.org/10.1007/s11467-015-0547-0 [67] Chenglong You, Sushovit Adhikari, Xiaoping Ma, Masahide Sasaki, Masahiro Takeoka, and Jonathan P. Dowling. ``Conclusive precision bounds for SU(1,1) interferometers''. Phys. Rev. A 99, 042122 (2019). https://doi.org/10.1103/PhysRevA.99.042122 [68] Wei Du, Jia Kong, Guzhi Bao, Peiyu Yang, Jun Jia, Sheng Ming, Chun-Hua Yuan, J. F. Chen, Z. Y. Ou, Morgan W. Mitchell, and Weiping Zhang. ``SU(2)-in-SU(1,1) Nested Interferometer for High Sensitivity, Loss-Tolerant Quantum Metrology''. Phys. Rev. Lett. 128, 033601 (2022). https://doi.org/10.1103/PhysRevLett.128.033601 [69] Jaewoo Joo, William J. Munro, and Timothy P. Spiller. ``Quantum metrology with entangled coherent states''. Phys. Rev. Lett. 107, 083601 (2011). https://doi.org/10.1103/PhysRevLett.107.083601 [70] Jing Liu, Xiao-Ming Lu, Zhe Sun, and Xiaoguang Wang. ``Quantum multiparameter metrology with generalized entangled coherent state''. J. Phys. A: Math. Theor. 49, 115302 (2016). https://doi.org/10.1088/1751-8113/49/11/115302 [71] Wei Chao-Ping, Xiao-Yu Hu, Ya-Fei Yu, and Zhi-Ming Zhang. ``Phase sensitivity of two nonlinear interferometers with inputting entangled coherent states''. Chin. Phys. B 25, 040601 (2016). https://doi.org/10.1088/1674-1056/25/4/040601 [72] Matteo Fadel, Noah Roux, and Manuel Gessner. ``Quantum metrology with a continuous-variable system''. Reports on Progress in Physics 88, 106001 (2025). https://doi.org/10.1088/1361-6633/ae00d8 [73] Dong Li, Chun-Hua Yuan, Z Y Ou, and Weiping Zhang. ``The phase sensitivity of an SU(1,1) interferometer with coherent and squeezed-vacuum light''. New J. Phys. 16, 073020 (2014). https://doi.org/10.1088/1367-2630/16/7/073020 [74] O. Pinel, P. Jian, N. Treps, C. Fabre, and D. Braun. ``Quantum parameter estimation using general single-mode Gaussian states''. Phys. Rev. A 88, 040102 (2013). https://doi.org/10.1103/PhysRevA.88.040102 [75] Nicolai Friis, Michalis Skotiniotis, Ivette Fuentes, and Wolfgang Dür. ``Heisenberg scaling in Gaussian quantum metrology''. Phys. Rev. A 92, 022106 (2015). https://doi.org/10.1103/PhysRevA.92.022106 [76] Carlo Sparaciari, Stefano Olivares, and Matteo G. A. Paris. ``Bounds to precision for quantum interferometry with Gaussian states and operations''. J. Opt. Soc. Am. B 32, 1354–1359 (2015). https://doi.org/10.1364/JOSAB.32.001354 [77] Carlo Sparaciari, Stefano Olivares, and Matteo G. A. Paris. ``Gaussian-state interferometry with passive and active elements''. Phys. Rev. A 93, 023810 (2016). https://doi.org/10.1103/PhysRevA.93.023810 [78] Dominik Šafránek and Ivette Fuentes. ``Optimal probe states for the estimation of Gaussian unitary channels''. Phys. Rev. A 94, 062313 (2016). https://doi.org/10.1103/PhysRevA.94.062313 [79] Luca Rigovacca, Alessandro Farace, Leonardo A. M. Souza, Antonella De Pasquale, Vittorio Giovannetti, and Gerardo Adesso. ``Versatile Gaussian probes for squeezing estimation''. Phys. Rev. A 95, 052331 (2017). https://doi.org/10.1103/PhysRevA.95.052331 [80] Brian E. Anderson, Bonnie L. Schmittberger, Prasoon Gupta, Kevin M. Jones, and Paul D. Lett. ``Optimal phase measurements with bright- and vacuum-seeded SU(1,1) interferometers''. Phys. Rev. A 95, 063843 (2017). https://doi.org/10.1103/PhysRevA.95.063843 [81] Qian-Kun Gong, Dong Li, Chun-Hua Yuan, Ze-Yu Qu, and Wei-Ping Zhang. ``Phase estimation of phase shifts in two arms for an su(1,1) interferometer with coherent and squeezed vacuum states*''. Chin. Phys. B 26, 094205 (2017). https://doi.org/10.1088/1674-1056/26/9/094205 [82] Rosanna Nichols, Pietro Liuzzo-Scorpo, Paul A. Knott, and Gerardo Adesso. ``Multiparameter Gaussian quantum metrology''. Phys. Rev. A 98, 012114 (2018). https://doi.org/10.1103/PhysRevA.98.012114 [83] Lahcen Bakmou, Mohammed Daoud, and Rachid ahl laamara. ``Multiparameter quantum estimation theory in quantum Gaussian states''. J. Phys. A: Math. Theor. 53, 385301 (2020). https://doi.org/10.1088/1751-8121/aba770 [84] Giacomo Sorelli, Manuel Gessner, Nicolas Treps, and Mattia Walschaers. ``Gaussian quantum metrology for mode-encoded parameters'' (2023). arXiv:2202.10355. arXiv:2202.10355 [85] Magdalena Szczykulska, Tillmann Baumgratz, and Animesh Datta. ``Multi-parameter quantum metrology''. Adv. Phys.: X 1, 621–639 (2016). https://doi.org/10.1080/23746149.2016.1230476 [86] Jing Liu, Haidong Yuan, Xiao-Ming Lu, and Xiaoguang Wang. ``Quantum Fisher information matrix and multiparameter estimation''. J. Phys. A: Math. Theor. 53, 023001 (2020). https://doi.org/10.1088/1751-8121/ab5d4d [87] K Matsumoto. ``A new approach to the Cramér-Rao-type bound of the pure-state model''. J. Phys. A: Math. Gen. 35, 3111–3123 (2002). https://doi.org/10.1088/0305-4470/35/13/307 [88] Sammy Ragy, Marcin Jarzyna, and Rafał Demkowicz-Dobrzański. ``Compatibility in multiparameter quantum metrology''. Phys. Rev. A 94 (2016). https://doi.org/10.1103/physreva.94.052108 [89] Luca Pezzè, Mario A. Ciampini, Nicolò Spagnolo, Peter C. Humphreys, Animesh Datta, Ian A. Walmsley, Marco Barbieri, Fabio Sciarrino, and Augusto Smerzi. ``Optimal measurements for simultaneous quantum estimation of multiple phases''. Phys. Rev. Lett. 119, 130504 (2017). https://doi.org/10.1103/PhysRevLett.119.130504 [90] Manuel Gessner, Luca Pezzè, and Augusto Smerzi. ``Sensitivity bounds for multiparameter quantum metrology''. Phys. Rev. Lett. 121, 130503 (2018). https://doi.org/10.1103/PhysRevLett.121.130503 [91] Francesco Albarelli, Jamie F. Friel, and Animesh Datta. ``Evaluating the Holevo Cramér-Rao Bound for Multiparameter Quantum Metrology''. Phys. Rev. Lett. 123, 200503 (2019). https://doi.org/10.1103/PhysRevLett.123.200503 [92] Wojciech Górecki, Sisi Zhou, Liang Jiang, and Rafał Demkowicz-Dobrzański. ``Optimal probes and error-correction schemes in multi-parameter quantum metrology''. Quantum 4, 288 (2020). https://doi.org/10.22331/q-2020-07-02-288 [93] Rafał Demkowicz-Dobrzański, Wojciech Górecki, and Mădălin Guţă. ``Multi-parameter estimation beyond quantum Fisher information''. J. Phys. A: Math. Theor. 53, 363001 (2020). https://doi.org/10.1088/1751-8121/ab8ef3 [94] Jasminder S. Sidhu, Yingkai Ouyang, Earl T. Campbell, and Pieter Kok. ``Tight bounds on the simultaneous estimation of incompatible parameters''. Phys. Rev. X 11, 011028 (2021). https://doi.org/10.1103/PhysRevX.11.011028 [95] Tillmann Baumgratz and Animesh Datta. ``Quantum enhanced estimation of a multidimensional field''. Phys. Rev. Lett. 116, 030801 (2016). https://doi.org/10.1103/PhysRevLett.116.030801 [96] Cyril Vaneph, Tommaso Tufarelli, and Marco G. Genoni. ``Quantum estimation of a two-phase spin rotation''. Quantum Measurements and Quantum Metrology 1, 12–20 (2013). https://doi.org/10.2478/qmetro-2013-0003 [97] Xiao-Xing Jing, Jing Liu, Heng-Na Xiong, and Xiaoguang Wang. ``Maximal quantum Fisher information for general su(2) parametrization processes''. Phys. Rev. A 92, 012312 (2015). https://doi.org/10.1103/PhysRevA.92.012312 [98] F. Bouchard, P. de la Hoz, G. Björk, R. W. Boyd, M. Grassl, Z. Hradil, E. Karimi, A. B. Klimov, G. Leuchs, J. Řeháček, and L. L. Sánchez-Soto. ``Quantum metrology at the limit with extremal Majorana constellations''. Optica 4, 1429–1432 (2017). https://doi.org/10.1364/OPTICA.4.001429 [99] C. Chryssomalakos and H. Hernández-Coronado. ``Optimal quantum rotosensors''. Phys. Rev. A 95, 052125 (2017). https://doi.org/10.1103/PhysRevA.95.052125 [100] Aaron Z. Goldberg and Daniel F. V. James. ``Quantum-limited euler angle measurements using anticoherent states''. Phys. Rev. A 98, 032113 (2018). https://doi.org/10.1103/PhysRevA.98.032113 [101] John Martin, Stefan Weigert, and Olivier Giraud. ``Optimal Detection of Rotations about Unknown Axes by Coherent and Anticoherent States''. Quantum 4, 285 (2020). https://doi.org/10.22331/q-2020-06-22-285 [102] Zhibo Hou, Zhao Zhang, Guo-Yong Xiang, Chuan-Feng Li, Guang-Can Guo, Hongzhen Chen, Liqiang Liu, and Haidong Yuan. ``Minimal tradeoff and ultimate precision limit of multiparameter quantum magnetometry under the parallel scheme''. Phys. Rev. Lett. 125, 020501 (2020). https://doi.org/10.1103/PhysRevLett.125.020501 [103] Aaron Z Goldberg, Andrei B Klimov, Gerd Leuchs, and Luis L Sánchez-Soto. ``Rotation sensing at the ultimate limit''. J. Phys.: Photonics 3, 022008 (2021). https://doi.org/10.1088/2515-7647/abeb54 [104] Wojciech Górecki and Rafał Demkowicz-Dobrzański. ``Multiparameter quantum metrology in the Heisenberg limit regime: Many-repetition scenario versus full optimization''. Phys. Rev. A 106, 012424 (2022). https://doi.org/10.1103/PhysRevA.106.012424 [105] Yu Yang, Shihao Ru, Min An, Yunlong Wang, Feiran Wang, Pei Zhang, and Fuli Li. ``Multiparameter simultaneous optimal estimation with an su(2) coding unitary evolution''. Phys. Rev. A 105, 022406 (2022). https://doi.org/10.1103/PhysRevA.105.022406 [106] Michał Piotrak, Marek Kopciuch, Arash Dezhang Fard, Magdalena Smolis, Szymon Pustelny, and Kamil Korzekwa. ``Perfect quantum protractors''. Quantum 8, 1459 (2024). https://doi.org/10.22331/q-2024-09-03-1459 [107] A. Acín, E. Jané, and G. Vidal. ``Optimal estimation of quantum dynamics''. Phys. Rev. A 64, 050302 (2001). https://doi.org/10.1103/PhysRevA.64.050302 [108] G. Chiribella, G. M. D'Ariano, P. Perinotti, and M. F. Sacchi. ``Efficient use of quantum resources for the transmission of a reference frame''. Phys. Rev. Lett. 93, 180503 (2004). https://doi.org/10.1103/PhysRevLett.93.180503 [109] G. Chiribella, G. M. D'Ariano, and M. F. Sacchi. ``Optimal estimation of group transformations using entanglement''. Phys. Rev. A 72, 042338 (2005). https://doi.org/10.1103/PhysRevA.72.042338 [110] Aaron Z. Goldberg, Luis L. Sánchez-Soto, and Hugo Ferretti. ``Intrinsic sensitivity limits for multiparameter quantum metrology''. Phys. Rev. Lett. 127, 110501 (2021). https://doi.org/10.1103/PhysRevLett.127.110501 [111] M. G. Genoni, M. G. A. Paris, G. Adesso, H. Nha, P. L. Knight, and M. S. Kim. ``Optimal estimation of joint parameters in phase space''. Phys. Rev. A 87, 012107 (2013). https://doi.org/10.1103/PhysRevA.87.012107 [112] Xinwei Li, Jia-Hao Cao, Qi Liu, Meng Khoon Tey, and Li You. ``Multi-parameter estimation with multi-mode Ramsey interferometry''. New J. Phys. 22, 043005 (2020). https://doi.org/10.1088/1367-2630/ab7a32 [113] Horace Yuen and Melvin Lax. ``Multiple-parameter quantum estimation and measurement of nonselfadjoint observables''. IEEE Trans. Inf. Theory 19, 740–750 (1973). https://doi.org/10.1109/TIT.1973.1055103 [114] Manuel Gessner and Augusto Smerzi. ``Hierarchies of frequentist bounds for quantum metrology: From cramér-rao to barankin''. Phys. Rev. Lett. 130, 260801 (2023). https://doi.org/10.1103/PhysRevLett.130.260801 [115] Steven M. Kay. ``Fundamentals of statistical signal processing: Estimation theory''. Prentice-Hall Signal Processing Series. Prentice Hall PTR. (1993). 1 edition. https://dl.acm.org/doi/10.5555/151045 [116] Edwin T Jaynes. ``Probability theory: The logic of science''. Cambridge university press. (2003). https://doi.org/10.1017/CBO9780511790423 [117] Harry L Van Trees and Kristine L Bell. ``Bayesian bounds for parameter estimation and nonlinear filtering/tracking''. Wiley-IEEE press. (2007). https://doi.org/10.1109/9780470544198 [118] Jing Yang, Shengshi Pang, Yiyu Zhou, and Andrew N. Jordan. ``Optimal measurements for quantum multiparameter estimation with general states''. Phys. Rev. A 100, 032104 (2019). https://doi.org/10.1103/PhysRevA.100.032104 [119] Manuel Gessner, Augusto Smerzi, and Luca Pezzè. ``Metrological nonlinear squeezing parameter''. Phys. Rev. Lett. 122, 090503 (2019). https://doi.org/10.1103/PhysRevLett.122.090503 [120] Manuel Gessner, Augusto Smerzi, and Luca Pezzè. ``Multiparameter squeezing for optimal quantum enhancements in sensor networks''. Nat. Comm. 11, 3817 (2020). https://doi.org/10.1038/s41467-020-17471-3 [121] Ruvi Lecamwasam, Tatiana Iakovleva, and Jason Twamley. ``Quantum metrology with linear Lie algebra parameterizations''. Phys. Rev. Res. 6, 043137 (2024). https://doi.org/10.1103/PhysRevResearch.6.043137 [122] Jonas Kahn. ``Fast rate estimation of a unitary operation in $\mathrm{SU}(d)$''. Phys. Rev. A 75, 022326 (2007). https://doi.org/10.1103/PhysRevA.75.022326 [123] Hiroshi Imai and Akio Fujiwara. ``Geometry of optimal estimation scheme for SU(D) channels''. J. Phys. A: Math. Theor. 40, 4391 (2007). https://doi.org/10.1088/1751-8113/40/16/009 [124] Vyacheslav P Belavkin. ``Generalized uncertainty relations and efficient measurements in quantum systems''. Theor. Math. Phys. 6, 213–222 (1976). https://doi.org/10.1007/BF01032091 [125] Alexander S Holevo. ``Probabilistic and statistical aspects of quantum theory''. Volume 1. Edizioni della Normale Pisa. (2011). https://doi.org/10.1007/978-88-7642-378-9 [126] Paul Busch, Pekka Lahti, Juha-Pekka Pellonpää, and Kari Ylinen. ``Quantum measurement''. Volume 23 of Theoretical and Mathematical Physics. Springer Cham. (2016). https://doi.org/10.1007/978-3-319-43389-9 [127] Eduardo Serrano-Ensástiga, Chryssomalis Chryssomalakos, and John Martin. ``Quantum metrology of rotations with mixed spin states''. Physical Review A 111 (2025). https://doi.org/10.1103/physreva.111.022435 [128] J. R. Hervas, A. Z. Goldberg, A. S. Sanz, Z. Hradil, J. Řeháček, and L. L. Sánchez-Soto. ``Beyond the quantum cramér-rao bound''. Phys. Rev. Lett. 134, 010804 (2025). https://doi.org/10.1103/PhysRevLett.134.010804 [129] Masashi Ban. ``Decomposition formulas for su(1, 1) and su(2) Lie algebras and their applications in quantum optics''. J. Opt. Soc. Am. B 10, 1347–1359 (1993). https://doi.org/10.1364/JOSAB.10.001347 [130] Chen-yi Zhang and Jun Jing. ``Generating Fock-state superpositions from coherent states by selective measurement''. Phys. Rev. A 110, 042421 (2024). https://doi.org/10.1103/PhysRevA.110.042421 [131] Gabriella G. Damas, Ciro Micheletti Diniz, Norton G. de Almeida, Celso J. Villas-Bôas, and G.D. de Moraes Neto. ``Engineered kerr nonlinearities for precise quantum control of fock states''. Phys. Rev. Appl. 25, 034097 (2026). https://doi.org/10.1103/2q95-sfjs [132] Stephen D. Bartlett, Terry Rudolph, and Robert W. Spekkens. ``Reference frames, superselection rules, and quantum information''. Rev. Mod. Phys. 79, 555–609 (2007). https://doi.org/10.1103/RevModPhys.79.555 [133] Marcin Jarzyna and Rafał Demkowicz-Dobrzański. ``Quantum interferometry with and without an external phase reference''. Phys. Rev. A 85, 011801 (2012). https://doi.org/10.1103/PhysRevA.85.011801 [134] Roy S. Bondurant and Jeffrey H. Shapiro. ``Squeezed states in phase-sensing interferometers''. Phys. Rev. D 30, 2548–2556 (1984). https://doi.org/10.1103/PhysRevD.30.2548 [135] Dong Li, Bryan T. Gard, Yang Gao, Chun-Hua Yuan, Weiping Zhang, Hwang Lee, and Jonathan P. Dowling. ``Phase sensitivity at the Heisenberg limit in an su(1,1) interferometer via parity detection''. Phys. Rev. A 94, 063840 (2016). https://doi.org/10.1103/PhysRevA.94.063840 [136] Jian-Dong Zhang, Chenglong You, Chuang Li, and Shuai Wang. ``Phase sensitivity approaching the quantum cramér-rao bound in a modified su(1,1) interferometer''. Phys. Rev. A 103, 032617 (2021). https://doi.org/10.1103/PhysRevA.103.032617 [137] John E Kolassa. ``Series approximation methods in statistics''. Springer. (2006). [138] Peter McCullagh. ``Tensor methods in statistics: Monographs on statistics and applied probability''. Chapman and Hall/CRC. (2018). [139] Samuel L Braunstein. ``How large a sample is needed for the maximum likelihood estimator to be approximately gaussian?''. Journal of Physics A: Mathematical and General 25, 3813 (1992). https://doi.org/10.1088/0305-4470/25/13/027 [140] Tzu-Ching Yen and Artur F. Izmaylov. ``Cartan subalgebra approach to efficient measurements of quantum observables''. PRX Quantum 2, 040320 (2021). https://doi.org/10.1103/PRXQuantum.2.040320 [141] Andrei B Klimov, José Luis Romero, and Hubert de Guise. ``Generalized su(2) covariant wigner functions and some of their applications''. Journal of Physics A: Mathematical and Theoretical 50, 323001 (2017). https://doi.org/10.1088/1751-8121/50/32/323001Cited by[1] Giuseppe Vitagliano, Otfried Gühne, and Géza Tóth, "su(d)-squeezing and many-body entanglement geometry in finite-dimensional systems", Quantum 9, 1844 (2025). [2] F. E. S. Steinhoff, "Implementation and representation of qudit multi-controlled unitaries and hypergraph states by N-body angular momentum couplings", arXiv:2506.21831, (2025). [3] F. E. S. Steinhoff, "Qutrit Clifford+T gates by two-body angular momentum couplings, rotations and one-axis-twistings", arXiv:2604.23007, (2026). [4] T. J. Volkoff, "Relative phase and dynamical phase sensing in a Hamiltonian model of the optical SU(1,1) interferometer", arXiv:2505.15635, (2025). The above citations are from SAO/NASA ADS (last updated successfully 2026-06-08 14:35:46). The list may be incomplete as not all publishers provide suitable and complete citation data.Could not fetch Crossref cited-by data during last attempt 2026-06-08 14:35:45: Could not fetch cited-by data for 10.22331/q-2026-06-08-2130 from Crossref. This is normal if the DOI was registered recently.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. AbstractWe analyze the task of estimating a multi-parameter unitary belonging to the $SU(2)$ or $SU(1,1)$ groups, in a two-bosonic-mode scenario and investigate the scaling of the precision in terms of the total particle number. For the $SU(2)$ case, the total particle number is conserved by the evolution and we discuss optimal states in fixed-$n$ subspaces, identifying eigenstates of $J_z^2$ as useful resources, even allowing simultaneous Heisenberg precision scaling for all three parameters. In the $SU(1,1)$ case instead, the conserved quantity is the particle number difference between the two modes, and we identify useful probe states in the sector with an equal number of particles in the two modes. These states are analogous to the $SU(2)$ case and would also allow simultaneous Heisenberg precision scaling for all three parameters. We then consider the more pragmatic scenario of an estimation via expectation values of time-evolved observables, which we restrict to be the first two moments of the generators. We analyze the maximal precision achievable in this setting and we find that the twin-Fock state emerges in both the $SU(2)$ and the $SU(1,1)$ cases as the only one potentially allowing Heisenberg scaling for the estimation of two out of the three parameters. As a complement, we also consider other probe states with fluctuating number of particles, with measurements restricted to quadratic expressions in the mode operators. In this scenario, simultaneous Heisenberg scaling in multiple parameters seems mostly forbidden, with the only exception being an input two-mode squeezed state for the estimation of a two-parameter $SU(2)$. This extends to the multiparameter scenario the well-established intuition that the performance of a $SU(2)$ interferometer can be enhanced by a prior $SU(1,1)$ operation.Featured image: Three-parameter $SU(2)$ estimation as an example. An input two-mode twin Fock state $\left|\Psi_{\mathbf{0}}\right\rangle$ undergoes a $SU(2)$ rotation, evolving into the state $U(\boldsymbol{\theta})\left|\Psi_{\mathbf{0}}\right\rangle$, and then detected at two output ports.Popular summaryQuantum technologies promise sensors that can measure physical quantities with a precision beyond what is possible with ordinary classical resources. A central example is quantum interferometry, where particles such as photons or atoms are used to estimate phases. With uncorrelated particles, the precision improves only with the square root of the number of particles used. Quantum theory, however, allows more strongly correlated probe states that can in principle reach the so-called Heisenberg scaling, where the improvement is proportional to the total number of particles. Similar enhancements are known to be possible also when several parameters are estimated at the same time, but multiparameter estimation brings an additional difficulty: the formal quantum limits are not always attainable in practice, especially when the different parameters are generated by non-commuting observables. In this work, we study this question in an abstract but widely applicable setting. We consider multiparameter quantum estimation problems in which the unknown transformation is generated by three non-commuting observables. This situation appears, for instance, when estimating the three angles of a rotation, or the parameters of optical transformations related to squeezing. Mathematically, these two paradigmatic cases are described by the groups SU(2) and SU(1,1), which play a central role in quantum optics, interferometry, and many-body physics. Our first goal is to identify the ultimate quantum limits: which probe states, in principle, allow simultaneous Heisenberg scaling for all three parameters? We show that such states can indeed be characterized in both the SU(2) and SU(1,1) settings, and we highlight a close analogy between the two cases. We then move to a more practical scenario, where the information is extracted from expectation values of experimentally natural observables, namely first and second moments of the relevant generators. In this restricted setting, the situation becomes much more selective: only special states, such as twin-Fock states, retain the possibility of Heisenberg scaling for more than one parameter. Overall, our results clarify which quantum resources are useful for enhanced multiparameter estimation when the parameters are generated by non-commuting transformations. They also distinguish between formal precision bounds and precision that can actually be achieved with concrete measurements, thereby identifying when simultaneous Heisenberg scaling is genuinely attainable.► BibTeX data@article{Du2026characterizing, doi = {10.22331/q-2026-06-08-2130}, url = {https://doi.org/10.22331/q-2026-06-08-2130}, title = {Characterizing resources for multiparameter estimation of {SU}(2) and {SU}(1,1) unitaries}, author = {Du, Shaowei and Liu, Shuheng and Steinhoff, Frank E. S. and Vitagliano, Giuseppe}, journal = {{Quantum}}, issn = {2521-327X}, publisher = {{Verein zur F{\"{o}}rderung des Open Access Publizierens in den Quantenwissenschaften}}, volume = {10}, pages = {2130}, month = jun, year = {2026} }► References [1] Gregg Jaeger, Abner Shimony, and Lev Vaidman. ``Two interferometric complementarities''. Phys. Rev. A 51, 54 (1995). https://doi.org/10.1103/PhysRevA.51.54 [2] Berthold-Georg Englert. ``Fringe visibility and which-way information: An inequality''. Phys. Rev. Lett. 77, 2154 (1996). https://doi.org/10.1103/PhysRevLett.77.2154 [3] Patrick J Coles, Jedrzej Kaniewski, and Stephanie Wehner. ``Equivalence of wave–particle duality to entropic uncertainty''. Nat. Commun. 5, 5814 (2014). https://doi.org/10.1038/ncomms6814 [4] Frank E. S. Steinhoff and Marcos César de Oliveira. ``Limitations imposed by complementarity''. Quantum Inf. Process. 19, 1–17 (2020). https://doi.org/10.1007/s11128-020-02869-1 [5] R. Hanbury Brown and Richard Q. Twiss. ``Correlation between photons in two coherent beams of light''. Nature 177, 27–29 (1956). https://doi.org/10.1038/177027a0 [6] Chong-Ki Hong, Zhe-Yu Ou, and Leonard Mandel. ``Measurement of subpicosecond time intervals between two photons by interference''. Phys. Rev. Lett. 59, 2044 (1987). https://doi.org/10.1103/PhysRevLett.59.2044 [7] Alain Aspect. ``Hanbury Brown and Twiss, Hong Ou and Mandel effects and other landmarks in quantum optics: From photons to atoms''.
In Antoine Browaeys, Thierry Lahaye, Trey Porto, Charles S. Adams, Matthias Weidemüller, and Leticia F. Cugliandolo, editors, Current Trends in Atomic Physics.
Oxford University Press (2019). https://doi.org/10.1093/oso/9780198837190.003.0012 [8] Andrew D. Ludlow, Martin M. Boyd, Jun Ye, E. Peik, and P. O. Schmidt. ``Optical atomic clocks''. Rev. Mod. Phys. 87, 637–701 (2015). https://doi.org/10.1103/RevModPhys.87.637 [9] Dmitry Budker and Michael Romalis. ``Optical magnetometry''. Nat. Phys. 3, 227–234 (2007). https://doi.org/10.1038/nphys566 [10] F. Albarelli, M. Barbieri, M.G. Genoni, and I. Gianani. ``A perspective on multiparameter quantum metrology: From theoretical tools to applications in quantum imaging''. Phys. Lett. A 384, 126311 (2020). https://doi.org/10.1016/j.physleta.2020.126311 [11] The LIGO Scientific Collaboration. ``A gravitational wave observatory operating beyond the quantum shot-noise limit''. Nat. Phys. 7, 962–965 (2011). https://doi.org/10.1038/nphys2083 [12] Junaid Aasi, Joan Abadie, BP Abbott, Richard Abbott, TD Abbott, MR Abernathy, Carl Adams, Thomas Adams, Paolo Addesso, RX Adhikari, et al. ``Enhanced sensitivity of the LIGO gravitational wave detector by using squeezed states of light''. Nat. Photonics 7, 613–619 (2013). https://doi.org/10.1038/nphoton.2013.177 [13] M. Tse, Haocun Yu, N. Kijbunchoo, A. Fernandez-Galiana, P. Dupej, L. Barsotti, C. D. Blair, D. D. Brown, S. E. Dwyer, A. Effler, et al. ``Quantum-enhanced advanced LIGO detectors in the era of gravitational-wave astronomy''. Phys. Rev. Lett. 123, 231107 (2019). https://doi.org/10.1103/PhysRevLett.123.231107 [14] F. Acernese, M. Agathos, L. Aiello, A. Allocca, A. Amato, S. Ansoldi, S. Antier, M. Arène, N. Arnaud, S. Ascenzi, et al. ``Increasing the astrophysical reach of the advanced virgo detector via the application of squeezed vacuum states of light''. Phys. Rev. Lett. 123, 231108 (2019). https://doi.org/10.1103/PhysRevLett.123.231108 [15] Aaron Chou, Kent Irwin, Reina H. Maruyama, Oliver K. Baker, Chelsea Bartram, Karl K. Berggren, Gustavo Cancelo, Daniel Carney, Clarence L. Chang, Hsiao-Mei Cho, et al. ``Quantum sensors for high energy physics'' (2023). arXiv:2311.01930. arXiv:2311.01930 [16] Vittorio Giovannetti, Seth Lloyd, and Lorenzo Maccone. ``Quantum-enhanced measurements: beating the standard quantum limit''. Science 306, 1330–1336 (2004). https://doi.org/10.1126/science.1104149 [17] Vittorio Giovannetti, Seth Lloyd, and Lorenzo Maccone. ``Quantum metrology''. Phys. Rev. Lett. 96, 010401 (2006). https://doi.org/10.1103/PhysRevLett.96.010401 [18] Vittorio Giovannetti, Seth Lloyd, and Lorenzo Maccone. ``Advances in quantum metrology''. Nat. Photonics 5, 222–229 (2011). https://doi.org/10.1038/nphoton.2011.35 [19] Matteo G. A. Paris. ``Quantum estimation for quantum technology''. Int. J. Quantum Inf. 07, 125–137 (2009). https://doi.org/10.1142/S0219749909004839 [20] Luca Pezze and Augusto Smerzi. ``Quantum theory of phase estimation''. In Atom interferometry. Pages 691–741. IOS Press (2014). https://doi.org/10.3254/978-1-61499-448-0-691 [21] Géza Tóth and Iagoba Apellaniz. ``Quantum metrology from a quantum information science perspective''. J. Phys. A: Math. Theor. 47, 424006 (2014). https://doi.org/10.1088/1751-8113/47/42/424006 [22] Rafal Demkowicz-Dobrzański, Marcin Jarzyna, and Jan Kołodyński. ``Quantum limits in optical interferometry''. Progress in Optics 60, 345–435 (2015). https://doi.org/10.1016/bs.po.2015.02.003 [23] C. L. Degen, F. Reinhard, and P. Cappellaro. ``Quantum sensing''. Rev. Mod. Phys. 89, 035002 (2017). https://doi.org/10.1103/RevModPhys.89.035002 [24] Roman Schnabel. ``Squeezed states of light and their applications in laser interferometers''. Phys. Rep. 684, 1–51 (2017). https://doi.org/10.1016/j.physrep.2017.04.001 [25] Luca Pezzè, Augusto Smerzi, Markus K. Oberthaler, Roman Schmied, and Philipp Treutlein. ``Quantum metrology with nonclassical states of atomic ensembles''. Rev. Mod. Phys. 90, 035005 (2018). https://doi.org/10.1103/RevModPhys.90.035005 [26] S. L. Braunstein and C. M. Caves. ``Statistical distance and the geometry of quantum states''. Phys. Rev. Lett. 72, 3439–3443 (1994). https://doi.org/10.1103/PhysRevLett.72.3439 [27] Bernard Yurke, Samuel L. McCall, and John R. Klauder. ``SU(2) and SU(1,1) interferometers''. Phys. Rev. A 33, 4033–4054 (1986). https://doi.org/10.1103/PhysRevA.33.4033 [28] Carlton M. Caves. ``Quantum-mechanical noise in an interferometer''. Phys. Rev. D 23, 1693–1708 (1981). https://doi.org/10.1103/PhysRevD.23.1693 [29] Masahiro Kitagawa and Masahito Ueda. ``Squeezed spin states''. Phys. Rev. A 47, 5138–5143 (1993). https://doi.org/10.1103/PhysRevA.47.5138 [30] Mark Hillery and Leonard Mlodinow. ``Interferometers and minimum-uncertainty states''. Phys. Rev. A 48, 1548–1558 (1993). https://doi.org/10.1103/PhysRevA.48.1548 [31] D. J. Wineland, J. J. Bollinger, W. M. Itano, and D. J. Heinzen. ``Squeezed atomic states and projection noise in spectroscopy''. Phys. Rev. A 50, 67–88 (1994). https://doi.org/10.1103/PhysRevA.50.67 [32] C. Brif and A. Mann. ``Nonclassical interferometry with intelligent light''. Phys. Rev. A 54, 4505–4518 (1996). https://doi.org/10.1103/PhysRevA.54.4505 [33] C Brif and Y Ben-Aryeh. ``Improvement of measurement accuracy in SU(1, 1) interferometers''. Quantum and Semiclassical Optics: Journal of the European Optical Society Part B 8, 1–5 (1996). https://doi.org/10.1088/1355-5111/8/1/001 [34] C Brif and A Mann. ``High-accuracy su(1,1) interferometers with minimum-uncertainty input states''. Phys. Lett. A 219, 257–262 (1996). https://doi.org/10.1016/0375-9601(96)00459-8 [35] Lorenzo Maccone and Alberto Riccardi. ``Squeezing metrology: a unified framework''. Quantum 4, 292 (2020). https://doi.org/10.22331/q-2020-07-09-292 [36] Luca Pezzé and Augusto Smerzi. ``Entanglement, nonlinear dynamics, and the Heisenberg limit''. Phys. Rev. Lett. 102, 100401 (2009). https://doi.org/10.1103/PhysRevLett.102.100401 [37] Philipp Hyllus, Wiesław Laskowski, Roland Krischek, Christian Schwemmer, Witlef Wieczorek, Harald Weinfurter, Luca Pezzé, and Augusto Smerzi. ``Fisher information and multiparticle entanglement''. Phys. Rev. A 85, 022321 (2012). https://doi.org/10.1103/PhysRevA.85.022321 [38] Géza Tóth. ``Multipartite entanglement and high-precision metrology''. Phys. Rev. A 85, 022322 (2012). https://doi.org/10.1103/PhysRevA.85.022322 [39] Manuel Gessner, Luca Pezzè, and Augusto Smerzi. ``Efficient entanglement criteria for discrete, continuous, and hybrid variables''. Phys. Rev. A 94, 020101 (2016). https://doi.org/10.1103/PhysRevA.94.020101 [40] Matteo Fadel, Benjamin Yadin, Yuping Mao, Tim Byrnes, and Manuel Gessner. ``Multiparameter quantum metrology and mode entanglement with spatially split nonclassical spin ensembles''. New J. Phys. 25, 073006 (2023). https://doi.org/10.1088/1367-2630/ace1a0 [41] Q. Y. He, Shi-Guo Peng, P. D. Drummond, and M. D. Reid. ``Planar quantum squeezing and atom interferometry''. Phys. Rev. A 84, 022107 (2011). https://doi.org/10.1103/PhysRevA.84.022107 [42] Jonathan P Dowling. ``Quantum optical metrology–the lowdown on high-N00N states''. Contemp. Phys. 49, 125–143 (2008). https://doi.org/10.1080/00107510802091298 [43] D Leibfried, MD Barrett, T Schaetz, J Britton, J Chiaverini, WM Itano, JD Jost, C Langer, and DJ Wineland. ``Toward Heisenberg-limited spectroscopy with multiparticle entangled states''. Science 304, 1476–1478 (2004). https://doi.org/10.1126/science.109757 [44] Bernd Lücke, Manuel Scherer, Jens Kruse, Luca Pezzé, Frank Deuretzbacher, Phillip Hyllus, Jan Peise, Wolfgang Ertmer, Jan Arlt, Luis Santos, Agosto Smerzi, and Carsten Klempt. ``Twin matter waves for interferometry beyond the classical limit''. Science 334, 773–776 (2011). https://doi.org/10.1126/science.1208798 [45] Yi-Quan Zou, Ling-Na Wu, Qi Liu, Xin-Yu Luo, Shuai-Feng Guo, Jia-Hao Cao, Meng Khoon Tey, and Li You. ``Beating the classical precision limit with spin-1 Dicke states of more than 10,000 atoms''. Proc. Natl. Acad. Sci. U.S.A. 115, 6381–6385 (2018). https://doi.org/10.1073/pnas.1715105115 [46] Anders S. Sørensen and Klaus Mølmer. ``Entanglement and extreme spin squeezing''. Phys. Rev. Lett. 86, 4431–4434 (2001). https://doi.org/10.1103/PhysRevLett.86.4431 [47] P. Hyllus, L. Pezzé, and A. Smerzi. ``Entanglement and sensitivity in precision measurements with states of a fluctuating number of particles''. Phys. Rev. Lett. 105, 120501 (2010). https://doi.org/10.1103/PhysRevLett.105.120501 [48] Philipp Hyllus, Luca Pezzé, Augusto Smerzi, and Géza Tóth. ``Entanglement and extreme spin squeezing for a fluctuating number of indistinguishable particles''. Phys. Rev. A 86, 012337 (2012). https://doi.org/10.1103/PhysRevA.86.012337 [49] Bernd Lücke, Jan Peise, Giuseppe Vitagliano, Jan Arlt, Luis Santos, Géza Tóth, and Carsten Klempt. ``Detecting multiparticle entanglement of Dicke states''. Phys. Rev. Lett. 112, 155304 (2014). https://doi.org/10.1103/PhysRevLett.112.155304 [50] Giuseppe Vitagliano, Iagoba Apellaniz, Matthias Kleinmann, Bernd Lücke, Carsten Klempt, and Géza Tóth. ``Entanglement and extreme spin squeezing of unpolarized states''. New J. Phys. 19, 013027 (2017). https://doi.org/10.1088/1367-2630/19/1/013027 [51] G. Vitagliano, G. Colangelo, F. Martin Ciurana, M. W. Mitchell, R. J. Sewell, and G. Tóth. ``Entanglement and extreme planar spin squeezing''. Phys. Rev. A 97, 020301 (2018). https://doi.org/10.1103/PhysRevA.97.020301 [52] Nicolai Friis, Giuseppe Vitagliano, Mehul Malik, and Marcus Huber. ``Entanglement certification from theory to experiment''. Nat. Rev. Phys. 1, 72–87 (2019). https://doi.org/10.1038/s42254-018-0003-5 [53] Matteo Fadel, Ayaka Usui, Marcus Huber, Nicolai Friis, and Giuseppe Vitagliano. ``Entanglement quantification in atomic ensembles''. Phys. Rev. Lett. 127 (2021). https://doi.org/10.1103/physrevlett.127.010401 [54] W. Wasilewski, K. Jensen, H. Krauter, J. J. Renema, M. V. Balabas, and E. S. Polzik. ``Quantum noise limited and entanglement-assisted magnetometry''. Phys. Rev. Lett. 104, 133601 (2010). https://doi.org/10.1103/PhysRevLett.104.133601 [55] Christian Gross, Tilman Zibold, Eike Nicklas, Jerome Esteve, and Markus K Oberthaler. ``Nonlinear atom interferometer surpasses classical precision limit''. Nature (London) 464, 1165–1169 (2010). https://doi.org/10.1038/nature08919 [56] Max F Riedel, Pascal Böhi, Yun Li, Theodor W Hänsch, Alice Sinatra, and Philipp Treutlein. ``Atom-chip-based generation of entanglement for quantum metrology''. Nature (London) 464, 1170–1173 (2010). https://doi.org/10.1038/nature08988 [57] Christian Gross. ``Spin squeezing, entanglement and quantum metrology with Bose-Einstein condensates''. J. Phys. B: At. Mol. Opt. Phys. 45, 103001 (2012). https://doi.org/10.1088/0953-4075/45/10/103001 [58] Caspar F. Ockeloen, Roman Schmied, Max F. Riedel, and Philipp Treutlein. ``Quantum metrology with a scanning probe atom interferometer''. Phys. Rev. Lett. 111, 143001 (2013). https://doi.org/10.1103/PhysRevLett.111.143001 [59] W. Muessel, H. Strobel, D. Linnemann, D. B. Hume, and M. K. Oberthaler. ``Scalable Spin Squeezing for Quantum-Enhanced Magnetometry with Bose-Einstein Condensates''. Phys. Rev. Lett. 113, 103004 (2014). https://doi.org/10.1103/PhysRevLett.113.103004 [60] Klemens Hammerer, Anders S. Sørensen, and Eugene S. Polzik. ``Quantum interface between light and atomic ensembles''. Rev. Mod. Phys. 82, 1041–1093 (2010). https://doi.org/10.1103/RevModPhys.82.1041 [61] Christopher C. Gerry. ``Heisenberg-limit interferometry with four-wave mixers operating in a nonlinear regime''. Phys. Rev. A 61, 043811 (2000). https://doi.org/10.1103/PhysRevA.61.043811 [62] Luca Pezzé and Augusto 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 [63] Roberto Gaiba and Matteo G.A. Paris. ``Squeezed vacuum as a universal quantum probe''. Phys. Lett. A 373, 934–939 (2009). https://doi.org/10.1016/j.physleta.2009.01.026 [64] Petr M. Anisimov, Gretchen M. Raterman, Aravind Chiruvelli, William N. Plick, Sean D. Huver, Hwang Lee, and Jonathan P. Dowling. ``Quantum Metrology with Two-Mode Squeezed Vacuum: Parity Detection Beats the Heisenberg Limit''. Phys. Rev. Lett. 104, 103602 (2010). https://doi.org/10.1103/PhysRevLett.104.103602 [65] Luca Pezzé and Augusto Smerzi. ``Ultrasensitive two-mode interferometry with single-mode number squeezing''. Phys. Rev. Lett. 110, 163604 (2013). https://doi.org/10.1103/PhysRevLett.110.163604 [66] Xiao-Yu Hu, Chao-Ping Wei, Ya-Fei Yu, and Zhi-Ming Zhang. ``Enhanced phase sensitivity of an SU(1,1) interferometer with displaced squeezed vacuum light''. Front. Phys. 11, 1–6 (2016). https://doi.org/10.1007/s11467-015-0547-0 [67] Chenglong You, Sushovit Adhikari, Xiaoping Ma, Masahide Sasaki, Masahiro Takeoka, and Jonathan P. Dowling. ``Conclusive precision bounds for SU(1,1) interferometers''. Phys. Rev. A 99, 042122 (2019). https://doi.org/10.1103/PhysRevA.99.042122 [68] Wei Du, Jia Kong, Guzhi Bao, Peiyu Yang, Jun Jia, Sheng Ming, Chun-Hua Yuan, J. F. Chen, Z. Y. Ou, Morgan W. Mitchell, and Weiping Zhang. ``SU(2)-in-SU(1,1) Nested Interferometer for High Sensitivity, Loss-Tolerant Quantum Metrology''. Phys. Rev. Lett. 128, 033601 (2022). https://doi.org/10.1103/PhysRevLett.128.033601 [69] Jaewoo Joo, William J. Munro, and Timothy P. Spiller. ``Quantum metrology with entangled coherent states''. Phys. Rev. Lett. 107, 083601 (2011). https://doi.org/10.1103/PhysRevLett.107.083601 [70] Jing Liu, Xiao-Ming Lu, Zhe Sun, and Xiaoguang Wang. ``Quantum multiparameter metrology with generalized entangled coherent state''. J. Phys. A: Math. Theor. 49, 115302 (2016). https://doi.org/10.1088/1751-8113/49/11/115302 [71] Wei Chao-Ping, Xiao-Yu Hu, Ya-Fei Yu, and Zhi-Ming Zhang. ``Phase sensitivity of two nonlinear interferometers with inputting entangled coherent states''. Chin. Phys. B 25, 040601 (2016). https://doi.org/10.1088/1674-1056/25/4/040601 [72] Matteo Fadel, Noah Roux, and Manuel Gessner. ``Quantum metrology with a continuous-variable system''. Reports on Progress in Physics 88, 106001 (2025). https://doi.org/10.1088/1361-6633/ae00d8 [73] Dong Li, Chun-Hua Yuan, Z Y Ou, and Weiping Zhang. ``The phase sensitivity of an SU(1,1) interferometer with coherent and squeezed-vacuum light''. New J. Phys. 16, 073020 (2014). https://doi.org/10.1088/1367-2630/16/7/073020 [74] O. Pinel, P. Jian, N. Treps, C. Fabre, and D. Braun. ``Quantum parameter estimation using general single-mode Gaussian states''. Phys. Rev. A 88, 040102 (2013). https://doi.org/10.1103/PhysRevA.88.040102 [75] Nicolai Friis, Michalis Skotiniotis, Ivette Fuentes, and Wolfgang Dür. ``Heisenberg scaling in Gaussian quantum metrology''. Phys. Rev. A 92, 022106 (2015). https://doi.org/10.1103/PhysRevA.92.022106 [76] Carlo Sparaciari, Stefano Olivares, and Matteo G. A. Paris. ``Bounds to precision for quantum interferometry with Gaussian states and operations''. J. Opt. Soc. Am. B 32, 1354–1359 (2015). https://doi.org/10.1364/JOSAB.32.001354 [77] Carlo Sparaciari, Stefano Olivares, and Matteo G. A. Paris. ``Gaussian-state interferometry with passive and active elements''. Phys. Rev. A 93, 023810 (2016). https://doi.org/10.1103/PhysRevA.93.023810 [78] Dominik Šafránek and Ivette Fuentes. ``Optimal probe states for the estimation of Gaussian unitary channels''. Phys. Rev. A 94, 062313 (2016). https://doi.org/10.1103/PhysRevA.94.062313 [79] Luca Rigovacca, Alessandro Farace, Leonardo A. M. Souza, Antonella De Pasquale, Vittorio Giovannetti, and Gerardo Adesso. ``Versatile Gaussian probes for squeezing estimation''. Phys. Rev. A 95, 052331 (2017). https://doi.org/10.1103/PhysRevA.95.052331 [80] Brian E. Anderson, Bonnie L. Schmittberger, Prasoon Gupta, Kevin M. Jones, and Paul D. Lett. ``Optimal phase measurements with bright- and vacuum-seeded SU(1,1) interferometers''. Phys. Rev. A 95, 063843 (2017). https://doi.org/10.1103/PhysRevA.95.063843 [81] Qian-Kun Gong, Dong Li, Chun-Hua Yuan, Ze-Yu Qu, and Wei-Ping Zhang. ``Phase estimation of phase shifts in two arms for an su(1,1) interferometer with coherent and squeezed vacuum states*''. Chin. Phys. B 26, 094205 (2017). https://doi.org/10.1088/1674-1056/26/9/094205 [82] Rosanna Nichols, Pietro Liuzzo-Scorpo, Paul A. Knott, and Gerardo Adesso. ``Multiparameter Gaussian quantum metrology''. Phys. Rev. A 98, 012114 (2018). https://doi.org/10.1103/PhysRevA.98.012114 [83] Lahcen Bakmou, Mohammed Daoud, and Rachid ahl laamara. ``Multiparameter quantum estimation theory in quantum Gaussian states''. J. Phys. A: Math. Theor. 53, 385301 (2020). https://doi.org/10.1088/1751-8121/aba770 [84] Giacomo Sorelli, Manuel Gessner, Nicolas Treps, and Mattia Walschaers. ``Gaussian quantum metrology for mode-encoded parameters'' (2023). arXiv:2202.10355. arXiv:2202.10355 [85] Magdalena Szczykulska, Tillmann Baumgratz, and Animesh Datta. ``Multi-parameter quantum metrology''. Adv. Phys.: X 1, 621–639 (2016). https://doi.org/10.1080/23746149.2016.1230476 [86] Jing Liu, Haidong Yuan, Xiao-Ming Lu, and Xiaoguang Wang. ``Quantum Fisher information matrix and multiparameter estimation''. J. Phys. A: Math. Theor. 53, 023001 (2020). https://doi.org/10.1088/1751-8121/ab5d4d [87] K Matsumoto. ``A new approach to the Cramér-Rao-type bound of the pure-state model''. J. Phys. A: Math. Gen. 35, 3111–3123 (2002). https://doi.org/10.1088/0305-4470/35/13/307 [88] Sammy Ragy, Marcin Jarzyna, and Rafał Demkowicz-Dobrzański. ``Compatibility in multiparameter quantum metrology''. Phys. Rev. A 94 (2016). https://doi.org/10.1103/physreva.94.052108 [89] Luca Pezzè, Mario A. Ciampini, Nicolò Spagnolo, Peter C. Humphreys, Animesh Datta, Ian A. Walmsley, Marco Barbieri, Fabio Sciarrino, and Augusto Smerzi. ``Optimal measurements for simultaneous quantum estimation of multiple phases''. Phys. Rev. Lett. 119, 130504 (2017). https://doi.org/10.1103/PhysRevLett.119.130504 [90] Manuel Gessner, Luca Pezzè, and Augusto Smerzi. ``Sensitivity bounds for multiparameter quantum metrology''. Phys. Rev. Lett. 121, 130503 (2018). https://doi.org/10.1103/PhysRevLett.121.130503 [91] Francesco Albarelli, Jamie F. Friel, and Animesh Datta. ``Evaluating the Holevo Cramér-Rao Bound for Multiparameter Quantum Metrology''. Phys. Rev. Lett. 123, 200503 (2019). https://doi.org/10.1103/PhysRevLett.123.200503 [92] Wojciech Górecki, Sisi Zhou, Liang Jiang, and Rafał Demkowicz-Dobrzański. ``Optimal probes and error-correction schemes in multi-parameter quantum metrology''. Quantum 4, 288 (2020). https://doi.org/10.22331/q-2020-07-02-288 [93] Rafał Demkowicz-Dobrzański, Wojciech Górecki, and Mădălin Guţă. ``Multi-parameter estimation beyond quantum Fisher information''. J. Phys. A: Math. Theor. 53, 363001 (2020). https://doi.org/10.1088/1751-8121/ab8ef3 [94] Jasminder S. Sidhu, Yingkai Ouyang, Earl T. Campbell, and Pieter Kok. ``Tight bounds on the simultaneous estimation of incompatible parameters''. Phys. Rev. X 11, 011028 (2021). https://doi.org/10.1103/PhysRevX.11.011028 [95] Tillmann Baumgratz and Animesh Datta. ``Quantum enhanced estimation of a multidimensional field''. Phys. Rev. Lett. 116, 030801 (2016). https://doi.org/10.1103/PhysRevLett.116.030801 [96] Cyril Vaneph, Tommaso Tufarelli, and Marco G. Genoni. ``Quantum estimation of a two-phase spin rotation''. Quantum Measurements and Quantum Metrology 1, 12–20 (2013). https://doi.org/10.2478/qmetro-2013-0003 [97] Xiao-Xing Jing, Jing Liu, Heng-Na Xiong, and Xiaoguang Wang. ``Maximal quantum Fisher information for general su(2) parametrization processes''. Phys. Rev. A 92, 012312 (2015). https://doi.org/10.1103/PhysRevA.92.012312 [98] F. Bouchard, P. de la Hoz, G. Björk, R. W. Boyd, M. Grassl, Z. Hradil, E. Karimi, A. B. Klimov, G. Leuchs, J. Řeháček, and L. L. Sánchez-Soto. ``Quantum metrology at the limit with extremal Majorana constellations''. Optica 4, 1429–1432 (2017). https://doi.org/10.1364/OPTICA.4.001429 [99] C. Chryssomalakos and H. Hernández-Coronado. ``Optimal quantum rotosensors''. Phys. Rev. A 95, 052125 (2017). https://doi.org/10.1103/PhysRevA.95.052125 [100] Aaron Z. Goldberg and Daniel F. V. James. ``Quantum-limited euler angle measurements using anticoherent states''. Phys. Rev. A 98, 032113 (2018). https://doi.org/10.1103/PhysRevA.98.032113 [101] John Martin, Stefan Weigert, and Olivier Giraud. ``Optimal Detection of Rotations about Unknown Axes by Coherent and Anticoherent States''. Quantum 4, 285 (2020). https://doi.org/10.22331/q-2020-06-22-285 [102] Zhibo Hou, Zhao Zhang, Guo-Yong Xiang, Chuan-Feng Li, Guang-Can Guo, Hongzhen Chen, Liqiang Liu, and Haidong Yuan. ``Minimal tradeoff and ultimate precision limit of multiparameter quantum magnetometry under the parallel scheme''. Phys. Rev. Lett. 125, 020501 (2020). https://doi.org/10.1103/PhysRevLett.125.020501 [103] Aaron Z Goldberg, Andrei B Klimov, Gerd Leuchs, and Luis L Sánchez-Soto. ``Rotation sensing at the ultimate limit''. J. Phys.: Photonics 3, 022008 (2021). https://doi.org/10.1088/2515-7647/abeb54 [104] Wojciech Górecki and Rafał Demkowicz-Dobrzański. ``Multiparameter quantum metrology in the Heisenberg limit regime: Many-repetition scenario versus full optimization''. Phys. Rev. A 106, 012424 (2022). https://doi.org/10.1103/PhysRevA.106.012424 [105] Yu Yang, Shihao Ru, Min An, Yunlong Wang, Feiran Wang, Pei Zhang, and Fuli Li. ``Multiparameter simultaneous optimal estimation with an su(2) coding unitary evolution''. Phys. Rev. A 105, 022406 (2022). https://doi.org/10.1103/PhysRevA.105.022406 [106] Michał Piotrak, Marek Kopciuch, Arash Dezhang Fard, Magdalena Smolis, Szymon Pustelny, and Kamil Korzekwa. ``Perfect quantum protractors''. Quantum 8, 1459 (2024). https://doi.org/10.22331/q-2024-09-03-1459 [107] A. Acín, E. Jané, and G. Vidal. ``Optimal estimation of quantum dynamics''. Phys. Rev. A 64, 050302 (2001). https://doi.org/10.1103/PhysRevA.64.050302 [108] G. Chiribella, G. M. D'Ariano, P. Perinotti, and M. F. Sacchi. ``Efficient use of quantum resources for the transmission of a reference frame''. Phys. Rev. Lett. 93, 180503 (2004). https://doi.org/10.1103/PhysRevLett.93.180503 [109] G. Chiribella, G. M. D'Ariano, and M. F. Sacchi. ``Optimal estimation of group transformations using entanglement''. Phys. Rev. A 72, 042338 (2005). https://doi.org/10.1103/PhysRevA.72.042338 [110] Aaron Z. Goldberg, Luis L. Sánchez-Soto, and Hugo Ferretti. ``Intrinsic sensitivity limits for multiparameter quantum metrology''. Phys. Rev. Lett. 127, 110501 (2021). https://doi.org/10.1103/PhysRevLett.127.110501 [111] M. G. Genoni, M. G. A. Paris, G. Adesso, H. Nha, P. L. Knight, and M. S. Kim. ``Optimal estimation of joint parameters in phase space''. Phys. Rev. A 87, 012107 (2013). https://doi.org/10.1103/PhysRevA.87.012107 [112] Xinwei Li, Jia-Hao Cao, Qi Liu, Meng Khoon Tey, and Li You. ``Multi-parameter estimation with multi-mode Ramsey interferometry''. New J. Phys. 22, 043005 (2020). https://doi.org/10.1088/1367-2630/ab7a32 [113] Horace Yuen and Melvin Lax. ``Multiple-parameter quantum estimation and measurement of nonselfadjoint observables''. IEEE Trans. Inf. Theory 19, 740–750 (1973). https://doi.org/10.1109/TIT.1973.1055103 [114] Manuel Gessner and Augusto Smerzi. ``Hierarchies of frequentist bounds for quantum metrology: From cramér-rao to barankin''. Phys. Rev. Lett. 130, 260801 (2023). https://doi.org/10.1103/PhysRevLett.130.260801 [115] Steven M. Kay. ``Fundamentals of statistical signal processing: Estimation theory''. Prentice-Hall Signal Processing Series. Prentice Hall PTR. (1993). 1 edition. https://dl.acm.org/doi/10.5555/151045 [116] Edwin T Jaynes. ``Probability theory: The logic of science''. Cambridge university press. (2003). https://doi.org/10.1017/CBO9780511790423 [117] Harry L Van Trees and Kristine L Bell. ``Bayesian bounds for parameter estimation and nonlinear filtering/tracking''. Wiley-IEEE press. (2007). https://doi.org/10.1109/9780470544198 [118] Jing Yang, Shengshi Pang, Yiyu Zhou, and Andrew N. Jordan. ``Optimal measurements for quantum multiparameter estimation with general states''. Phys. Rev. A 100, 032104 (2019). https://doi.org/10.1103/PhysRevA.100.032104 [119] Manuel Gessner, Augusto Smerzi, and Luca Pezzè. ``Metrological nonlinear squeezing parameter''. Phys. Rev. Lett. 122, 090503 (2019). https://doi.org/10.1103/PhysRevLett.122.090503 [120] Manuel Gessner, Augusto Smerzi, and Luca Pezzè. ``Multiparameter squeezing for optimal quantum enhancements in sensor networks''. Nat. Comm. 11, 3817 (2020). https://doi.org/10.1038/s41467-020-17471-3 [121] Ruvi Lecamwasam, Tatiana Iakovleva, and Jason Twamley. ``Quantum metrology with linear Lie algebra parameterizations''. Phys. Rev. Res. 6, 043137 (2024). https://doi.org/10.1103/PhysRevResearch.6.043137 [122] Jonas Kahn. ``Fast rate estimation of a unitary operation in $\mathrm{SU}(d)$''. Phys. Rev. A 75, 022326 (2007). https://doi.org/10.1103/PhysRevA.75.022326 [123] Hiroshi Imai and Akio Fujiwara. ``Geometry of optimal estimation scheme for SU(D) channels''. J. Phys. A: Math. Theor. 40, 4391 (2007). https://doi.org/10.1088/1751-8113/40/16/009 [124] Vyacheslav P Belavkin. ``Generalized uncertainty relations and efficient measurements in quantum systems''. Theor. Math. Phys. 6, 213–222 (1976). https://doi.org/10.1007/BF01032091 [125] Alexander S Holevo. ``Probabilistic and statistical aspects of quantum theory''. Volume 1. Edizioni della Normale Pisa. (2011). https://doi.org/10.1007/978-88-7642-378-9 [126] Paul Busch, Pekka Lahti, Juha-Pekka Pellonpää, and Kari Ylinen. ``Quantum measurement''. Volume 23 of Theoretical and Mathematical Physics. Springer Cham. (2016). https://doi.org/10.1007/978-3-319-43389-9 [127] Eduardo Serrano-Ensástiga, Chryssomalis Chryssomalakos, and John Martin. ``Quantum metrology of rotations with mixed spin states''. Physical Review A 111 (2025). https://doi.org/10.1103/physreva.111.022435 [128] J. R. Hervas, A. Z. Goldberg, A. S. Sanz, Z. Hradil, J. Řeháček, and L. L. Sánchez-Soto. ``Beyond the quantum cramér-rao bound''. Phys. Rev. Lett. 134, 010804 (2025). https://doi.org/10.1103/PhysRevLett.134.010804 [129] Masashi Ban. ``Decomposition formulas for su(1, 1) and su(2) Lie algebras and their applications in quantum optics''. J. Opt. Soc. Am. B 10, 1347–1359 (1993). https://doi.org/10.1364/JOSAB.10.001347 [130] Chen-yi Zhang and Jun Jing. ``Generating Fock-state superpositions from coherent states by selective measurement''. Phys. Rev. A 110, 042421 (2024). https://doi.org/10.1103/PhysRevA.110.042421 [131] Gabriella G. Damas, Ciro Micheletti Diniz, Norton G. de Almeida, Celso J. Villas-Bôas, and G.D. de Moraes Neto. ``Engineered kerr nonlinearities for precise quantum control of fock states''. Phys. Rev. Appl. 25, 034097 (2026). https://doi.org/10.1103/2q95-sfjs [132] Stephen D. Bartlett, Terry Rudolph, and Robert W. Spekkens. ``Reference frames, superselection rules, and quantum information''. Rev. Mod. Phys. 79, 555–609 (2007). https://doi.org/10.1103/RevModPhys.79.555 [133] Marcin Jarzyna and Rafał Demkowicz-Dobrzański. ``Quantum interferometry with and without an external phase reference''. Phys. Rev. A 85, 011801 (2012). https://doi.org/10.1103/PhysRevA.85.011801 [134] Roy S. Bondurant and Jeffrey H. Shapiro. ``Squeezed states in phase-sensing interferometers''. Phys. Rev. D 30, 2548–2556 (1984). https://doi.org/10.1103/PhysRevD.30.2548 [135] Dong Li, Bryan T. Gard, Yang Gao, Chun-Hua Yuan, Weiping Zhang, Hwang Lee, and Jonathan P. Dowling. ``Phase sensitivity at the Heisenberg limit in an su(1,1) interferometer via parity detection''. Phys. Rev. A 94, 063840 (2016). https://doi.org/10.1103/PhysRevA.94.063840 [136] Jian-Dong Zhang, Chenglong You, Chuang Li, and Shuai Wang. ``Phase sensitivity approaching the quantum cramér-rao bound in a modified su(1,1) interferometer''. Phys. Rev. A 103, 032617 (2021). https://doi.org/10.1103/PhysRevA.103.032617 [137] John E Kolassa. ``Series approximation methods in statistics''. Springer. (2006). [138] Peter McCullagh. ``Tensor methods in statistics: Monographs on statistics and applied probability''. Chapman and Hall/CRC. (2018). [139] Samuel L Braunstein. ``How large a sample is needed for the maximum likelihood estimator to be approximately gaussian?''. Journal of Physics A: Mathematical and General 25, 3813 (1992). https://doi.org/10.1088/0305-4470/25/13/027 [140] Tzu-Ching Yen and Artur F. Izmaylov. ``Cartan subalgebra approach to efficient measurements of quantum observables''. PRX Quantum 2, 040320 (2021). https://doi.org/10.1103/PRXQuantum.2.040320 [141] Andrei B Klimov, José Luis Romero, and Hubert de Guise. ``Generalized su(2) covariant wigner functions and some of their applications''. Journal of Physics A: Mathematical and Theoretical 50, 323001 (2017). https://doi.org/10.1088/1751-8121/50/32/323001Cited by[1] Giuseppe Vitagliano, Otfried Gühne, and Géza Tóth, "su(d)-squeezing and many-body entanglement geometry in finite-dimensional systems", Quantum 9, 1844 (2025). [2] F. E. S. Steinhoff, "Implementation and representation of qudit multi-controlled unitaries and hypergraph states by N-body angular momentum couplings", arXiv:2506.21831, (2025). [3] F. E. S. Steinhoff, "Qutrit Clifford+T gates by two-body angular momentum couplings, rotations and one-axis-twistings", arXiv:2604.23007, (2026). [4] T. J. Volkoff, "Relative phase and dynamical phase sensing in a Hamiltonian model of the optical SU(1,1) interferometer", arXiv:2505.15635, (2025). The above citations are from SAO/NASA ADS (last updated successfully 2026-06-08 14:35:46). The list may be incomplete as not all publishers provide suitable and complete citation data.Could not fetch Crossref cited-by data during last attempt 2026-06-08 14:35:45: Could not fetch cited-by data for 10.22331/q-2026-06-08-2130 from Crossref. This is normal if the DOI was registered recently.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.
