Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Article
  • Published:

A nonlinear parity–time-symmetric system for robust phase sensing

Abstract

Parity–time-symmetric systems with loss and gain can be described by non-Hermitian Hamiltonians. In such systems, the inclusion of a nonlinear saturable gain can eliminate the imaginary part of frequency eigenvalues and suppress noise. Consequently, a system biased at an exceptional point can be used to create enhanced sensors. However, exceptional-point frequency sensing typically has a relatively small scaling factor and a limited dynamic range. Here we report a nonlinear parity–time-symmetric system that detects the phase difference between the loss and gain resonators. We show both theoretically and experimentally that the phase difference has a cube-root singularity with a large scaling factor over a wide dynamic range. We create a wearable capacitive temperature sensor based on exceptional-point phase sensing and show that it can measure temperatures from 36 °C to 55.5 °C, which corresponds to a perturbation from 0% to 3.95%, with a maximum normalized sensitivity of 400, an estimated dynamic range of 53.52 dB and an estimated signal-to-noise ratio of 63.8 dB. Compared with an exceptional-point frequency sensing sensor, the sensitivity of our sensor is enhanced by an order of magnitude.

This is a preview of subscription content, access via your institution

Access options

Buy this article

USD 39.95

Prices may be subject to local taxes which are calculated during checkout

Fig. 1: PT-symmetric LC systems based on phase sensing.
Fig. 2: Experimental setup and results.
Fig. 3: Measured phase noise spectrum of ~0–2-kHz frequency offset under different perturbations.

Similar content being viewed by others

Data availability

The data that support the findings of this study are available via figshare at https://doi.org/10.6084/m9.figshare.29411042 (ref. 45). Source data are provided with this paper.

References

  1. Kato, T. Perturbation Theory for Linear Operators (Springer, 1966).

  2. Bender, C. M. PT Symmetry in Quantum and Classical Physics (World Scientific Publishing, 2019).

  3. Christodoulides, D. & Yang, J. Parity-Time Symmetry and its Applications (Springer, 2018).

  4. Heiss, W. D. The physics of exceptional points. J. Phys. A: Math. Theor. 45, 444016 (2012).

    Article  MathSciNet  Google Scholar 

  5. Miri, M.-A. & Alu, A. Exceptional points in optics and photonics. Science 363, eaar7709 (2019).

    Article  MathSciNet  Google Scholar 

  6. Özdemir, Ş. K., Rotter, S., Nori, F. & Yang, L. Parity-time symmetry and exceptional points in photonics. Nat. Mater. 18, 783–798 (2019).

    Article  Google Scholar 

  7. Parto, M., Liu, Y. G. N., Bahari, B., Khajavikhan, M. & Christodoulides, D. N. Non-Hermitian and topological photonics: optics at an exceptional point. Nanophotonics 10, 403–423 (2021).

    Article  Google Scholar 

  8. Li, A. et al. Exceptional points and non-Hermitian photonics at the nanoscale. Nat. Nanotechnol. 18, 706–720 (2023).

    Article  Google Scholar 

  9. Wiersig, J. Enhancing the sensitivity of frequency and energy splitting detection by using exceptional points: application to microcavity sensors for single-particle detection. Phys. Rev. Lett. 112, 203901 (2014).

    Article  Google Scholar 

  10. Wiersig, J. Review of exceptional point-based sensors. Photon. Res. 8, 1457–1467 (2020).

    Article  Google Scholar 

  11. Liu, Z. P. et al. Metrology with PT-symmetric cavities: enhanced sensitivity near the PT-phase transition. Phys. Rev. Lett. 171, 110802 (2016).

    Article  Google Scholar 

  12. Hodaei, H. et al. Enhanced sensitivity at higher-order exceptional points. Nature 548, 187–191 (2017).

    Article  Google Scholar 

  13. Chen, W., Ozdemir, S. K., Zhao, G., Wiersig, J. & Yang, L. Exceptional points enhance sensing in an optical microcavity. Nature 548, 192–196 (2017).

    Article  Google Scholar 

  14. Hokmabadi, M. P., Schumer, A., Christodoulides, D. N. & Khajavikhan, M. Non-Hermitian ring laser gyroscopes with enhanced Sagnac sensitivity. Nature 576, 70–74 (2019).

    Article  Google Scholar 

  15. Lai, Y.-H., Lu, Y.-K., Suh, M.-G., Yuan, Z. & Vahala, K. Observation of the exceptional-point-enhanced Sagnac effect. Nature 576, 65–69 (2019).

    Article  Google Scholar 

  16. Mao, W. B., Fu, Z. T., Li, Y. H., Li, F. & Yang, L. Exceptional–point–enhanced phase sensing. Sci. Adv. 10, eadl5037 (2024).

    Article  Google Scholar 

  17. Park, J.-H. et al. Symmetry-breaking-induced plasmonic exceptional points and nanoscale sensing. Nat. Phys. 16, 462–468 (2020).

    Article  Google Scholar 

  18. Chen, P. Y. et al. Generalized parity-time symmetry condition for enhanced sensor telemetry. Nat. Electron. 1, 297–304 (2018).

    Article  Google Scholar 

  19. Dong, Z., Li, Z., Yang, F., Qiu, C.-W. & Ho, J. S. Sensitive readout of implantable microsensors using a wireless system locked to an exceptional point. Nat. Electron. 2, 335–342 (2019).

    Article  Google Scholar 

  20. Xiao, Z., Li, H., Kottos, T. & Alú, A. Enhanced sensing and nondegraded thermal noise performance based on PT-symmetric electronic circuits with a sixth-order exceptional point. Phys. Rev. Lett. 123, 213901 (2019).

    Article  Google Scholar 

  21. Zhou, B. B., Wang, L. F., Dong, L. & Huang, Q. A. Observation of the perturbed eigenvalues of PT-symmetric LC resonator systems. J. Phys. Commun. 5, 045010 (2021).

    Article  Google Scholar 

  22. Kononchuk, R., Cai, J., Ellis, F., Thevamaran, R. & Kottos, T. Exceptional-point-based accelerometers with enhanced signal-to-noise ratio. Nature 607, 697–702 (2022).

    Article  Google Scholar 

  23. Zhang, M. N., Dong, L., Wang, L. F. & Huang, Q. A. Exceptional points enhance sensing in silicon micromechanical resonators. Microsyst. Nanoeng 10, 12 (2024).

    Article  Google Scholar 

  24. Wang, L. F., Zhang, S. Y. & Yuan, Q. Strain-induced frequency splitting in PT symmetric coupled silicon resonators. Micromachines 15, 1278 (2024).

    Article  Google Scholar 

  25. Langbein, W. No exceptional precision of exceptional-point sensors. Phys. Rev. A 98, 023805 (2018).

    Article  Google Scholar 

  26. Lau, H.-K. & Clerk, A. A. Fundamental limits and non-reciprocal approaches in non-Hermitian quantum sensing. Nat. Commun. 9, 4320 (2018).

    Article  Google Scholar 

  27. Mortensen, N. A. et al. Fluctuations and noise-limited sensing near the exceptional point of parity time-symmetric resonator systems. Optica 5, 1342–1346 (2018).

    Article  Google Scholar 

  28. Wiersig, J. Prospects and fundamental limits in exceptional point-based sensing. Nat. Commun. 11, 2454 (2020).

    Article  Google Scholar 

  29. Wang, H., Lai, Y.-H., Yuan, Z., Suh, M.-G. & Vahala, K. Petermann-factor sensitivity limit near an exceptional point in a Brillouin ring laser gyroscope. Nat. Commun. 11, 1610 (2020).

    Article  Google Scholar 

  30. Duggen, R., Mann, S. & Alú, A. Limitations of sensing at an exceptional point. ACS Photon. 9, 1554–1566 (2022).

    Article  Google Scholar 

  31. Ding, W., Wang, X. & Chen, S. Fundamental sensitivity limits for non-Hermitian quantum sensors. Phys. Rev. Lett. 131, 160801 (2023).

    Article  MathSciNet  Google Scholar 

  32. Anderson, D., Shah, M. & Fan, L. R. Clarification of the exceptional-point contribution to photonic sensing. Phys. Rev. Appl. 19, 034059 (2023).

    Article  Google Scholar 

  33. Loughlin, H. & Sudhir, V. Exceptional-point sensors offer no fundamental signal-to-noise ratio enhancement. Phys. Rev. Lett. 132, 243601 (2024).

    Article  Google Scholar 

  34. Hassan, A. U., Hodaei, H., Miri, M.-A., Khajavikhan, M. & Christodoulides, D. N. Nonlinear reversal of the PT-symmetric phase transition in a system of coupled semiconductor microring resonators. Phys. Rev. A 92, 063807 (2015).

    Article  Google Scholar 

  35. Assawaworrarit, S., Yu, X. & Fan, S. Robust wireless power transfer using a nonlinear parity–time-symmetric circuit. Nature 546, 387–390 (2017).

    Article  Google Scholar 

  36. Nikzamir, A. & Capolino, F. Highly sensitive coupled oscillator based on an exceptional point of degeneracy and nonlinearity. Phys. Rev. Appl. 18, 054059 (2022).

    Article  Google Scholar 

  37. Suntharalingam, A., Fernández-Alcázar, L., Kononchuk, R. & Kottos, T. Noise resilient exceptional-point voltmeters enabled by oscillation quenching phenomena. Nat. Commun. 14, 5515 (2023).

    Article  Google Scholar 

  38. Chen, D. Y., Dong, L. & Huang, Q.-A. Inductor-capacitor passive wireless sensors using nonlinear parity-time symmetric configurations. Nat. Commun. 15, 9312 (2024).

    Article  Google Scholar 

  39. Peters, K. J. H. & Rodriguez, S. R. K. Exceptional precision of a nonlinear optical sensor at a square-root singularity. Phys. Rev. Lett. 129, 013901 (2022).

    Article  Google Scholar 

  40. Bai, K. et al. Observation of nonlinear exceptional points with a complete basis in dynamics. Phys. Rev. Lett. 132, 073802 (2024).

    Article  Google Scholar 

  41. Li, H. C. et al. Enhanced sensitivity with nonlinearity-induced exceptional points degeneracy lifting. Commun. Phys. 7, 117 (2024).

    Article  Google Scholar 

  42. Wei, Z., Huang, J.-Q., Wang, M., Xu, W. & Huang, Q. A. Exceptional precision of a piezoelectric resonance sensor at a cube-root singularity. Phys. Rev. Appl. 22, 064082 (2024).

    Article  Google Scholar 

  43. Schindler, J. et al. PT-symmetric electronics. J. Phys. A Math. Gen. 45, 444029 (2012).

    Article  Google Scholar 

  44. Wiersig, J. Response strengths of open systems at exceptional points. Phys. Rev. Res. 4, 023121 (2022).

    Article  Google Scholar 

  45. Chen, D. Y., Dong, L. & Huang, Q.-A. Data for ‘A nonlinear parity-time symmetric system for robust phase sensing’. figshare https://doi.org/10.6084/m9.figshare.29411042 (2025).

  46. Kim, J., Campbell, A. S., de Avila, B. E.-F. & Wang, J. Wearable biosensors for healthcare monitoring. Nat. Biotechnol. 37, 389–406 (2019).

    Article  Google Scholar 

  47. Luo, Y. F. et al. Technology roadmap for flexible sensors. ACS Nano 17, 5211–5295 (2023).

    Article  Google Scholar 

  48. Lu, D. et al. Bioresorbable, wireless, passive sensors as temporary implants for monitoring regional body temperature. Adv. Healthc. Mater. 9, 2000942 (2020).

    Article  Google Scholar 

  49. Baxter, L. K. Capacitive Sensors: Design and Applications (IEEE, 1997).

  50. Qin, J. et al. Flexible and stretchable capacitive sensors with different microstructures. Adv. Mater. 33, 2008267 (2021).

    Article  Google Scholar 

  51. Ullah, H. et al. Recent advances in stretchable and wearable capacitive electrophysiological sensors for long-term health monitoring. Biosensors 12, 630 (2022).

    Article  Google Scholar 

  52. Cheng, A. J. et al. Recent advances of capacitive sensors: materials, microstructure designs, applications, and opportunities. Adv. Mater. Technol. 8, 2201959 (2023).

    Article  Google Scholar 

Download references

Acknowledgements

This work is supported by the National Natural Science Foundation of China under grant number 62274030 (L.D.) and the National Natural Science Foundation of China under grant number 61727812 (Q.-A.H.).

Author information

Authors and Affiliations

Authors

Contributions

Q.-A.H. and L.D. conceived and planned the research. D.-Y.C. and L.D. performed the simulations and experiments. D.-Y.C. and L.D. wrote the paper. Q.-A.H. revised the paper.

Corresponding authors

Correspondence to Lei Dong or Qing-An Huang.

Ethics declarations

Competing interests

The authors declare no competing interests.

Peer review

Peer review information

Nature Electronics thanks Martino de Carlo and Jan Wiersig for their contribution to the peer review of this work.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Supplementary Information (download PDF )

Supplementary Sections 1–5, Figs. 1–20 and equations (1)–(61).

Source data

Source Data Fig. 1 (download XLS )

Source data for Fig. 1b,c.

Source Data Fig. 2 (download XLSX )

Source data for Fig. 2b–e.

Source Data Fig. 3 (download XLS )

Source data for Fig. 3.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chen, DY., Dong, L. & Huang, QA. A nonlinear parity–time-symmetric system for robust phase sensing. Nat Electron (2026). https://doi.org/10.1038/s41928-025-01542-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Version of record:

  • DOI: https://doi.org/10.1038/s41928-025-01542-8

This article is cited by

Search

Quick links

Nature Briefing

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing