Abstract
Extrinsic interference is routinely faced in systems engineering, and a common solution is to rely on a broad class of filtering techniques to afford stability to intrinsically unstable systems or isolate particular signals from a noisy background. Experimentalists leading the development of a new generation of quantum-enabled technologies similarly encounter time-varying noise in realistic laboratory settings. They face substantial challenges in either suppressing such noise for high-fidelity quantum operations1 or controllably exploiting it in quantum-enhanced sensing2,3,4 or system identification tasks 5,6, due to a lack of efficient, validated approaches to understanding and predicting quantum dynamics in the presence of realistic time-varying noise. In this work we use the theory of quantum control engineering7,8 and experiments with trapped 171Yb+ ions to study the dynamics of controlled quantum systems. Our results provide the first experimental validation of generalized filter-transfer functions casting arbitrary quantum control operations on qubits as noise spectral filters9,10. We demonstrate the utility of these constructs for directly predicting the evolution of a quantum state in a realistic noisy environment as well as for developing novel robust control and sensing protocols. These experiments provide a significant advance in our understanding of the physics underlying controlled quantum dynamics, and unlock new capabilities for the emerging field of quantum systems engineering.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 12 print issues and online access
$259.00 per year
only $21.58 per issue
Buy this article
- Purchase on SpringerLink
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout



Similar content being viewed by others
References
Smith, A. et al. Quantum control in the 6Cs1/2 ground manifold using radio-frequency and microwave magnetic fields. Phys. Rev. Lett. 111, 170502 (2013).
Dolde, F. et al. Electric-field sensing using single diamond spins. Nature Phys. 7, 459–463 (2011).
Kucsko, G. et al. Nanometre-scale thermometry in a living cell. Nature 500, 54–58 (2013).
Cooper, A., Magesan, E., Yum, H. & Cappellaro, P. Time-resolved magnetic sensing with electronic spins in diamond. Nature Commun. 5, 3141 (2014).
Álvarez, G. A. & Suter, D. Measuring the spectrum of colored noise by dynamical decoupling. Phys. Rev. Lett. 107, 230501 (2011).
Bylander, J. et al. Noise spectroscopy through dynamical decoupling with a superconducting flux qubit. Nature Phys. 7, 565–570 (2011).
Clark, J. W., Lucarelli, D. G. & Tarn, T. J. Control of quantum systems. Int. J. Mod. Phys. B 17, 5397–5411 (2003).
Bouten, L., Handel, R. V. & James, M. R. An introduction to quantum filtering. SIAM J. Control Optim. 46, 2199–2241 (2007).
Green, T. J., Uys, H. & Biercuk, M. J. High-order noise filtering in nontrivial quantum logic gates. Phys. Rev. Lett. 109, 020501 (2012).
Green, T. J., Sastrawan, J., Uys, H. & Biercuk, M. J. Arbitrary quantum control of qubits in the presence of universal noise. New J. Phys. 15, 095004 (2013).
Kofman, A. & Kurizki, G. Universal dynamical control of quantum mechanical decay: Modulation of the coupling to the continuum. Phys. Rev. Lett. 87, 270405 (2001).
Uhrig, G. Keeping a quantum bit alive by optimized pi-pulse sequences. Phys. Rev. Lett. 98, 100504 (2007).
Cywinski, L., Lutchyn, R. M., Nave, C. P. & Sarma, S. D. How to enhance dephasing time in superconducting qubits. Phys. Rev. B 77, 174509 (2008).
Biercuk, M. J., Doherty, A. C. & Uys, H. Dynamical decoupling sequence construction as a filter-design problem. J. Phys. B 44, 154002 (2011).
Biercuk, M. J. et al. Optimized dynamical decoupling in a model quantum memory. Nature 458, 996–1000 (2009).
Soare, A. et al. Experimental bath engineering for quantitative studies of quantum control. Phys. Rev. A 89, 042329 (2014).
Vandersypen, L. M. K. & Chuang, I. NMR techniques for quantum control and computation. Rev. Mod. Phys. 76, 1037–1069 (2004).
Merrill, J. T. & Brown, K. R. in Quantum Information and Computation for Chemistry: Advances in Chemical Physics Vol. 154 (ed. Kais, S.) Ch. 10, 241–294 (John Wiley, 2014).
Kabytayev, C. et al. Robustness of composite pulses to time-dependent control noise. Phys. Rev. A 90, 012316 (2014).
Haeberlen, U. & Waugh, J. S. Coherent averaging effects in magnetic resonance. Phys. Rev. 175, 453–467 (1968).
Khodjasteh, K. & Viola, L. Dynamically error-corrected gates for universal quantum computation. Phys. Rev. Lett. 102, 80501 (2009).
Wang, X. et al. Composite pulses for robust universal control of singlet–triplet qubits. Nature Commun. 3, 997 (2012).
Fauseweh, B., Pasini, S. & Uhrig, G. Frequency-modulated pulses for quantum bits coupled to time-dependent baths. Phys. Rev. A 85, 022310 (2012).
Ticozzi, F., Nishio, K. & Altafini, C. Stabilization of stochastic quantum dynamics via open and closed loop control. IEEE Trans. Auto. Control 58, 74–85 (2013).
Beauchamp, K. G. Walsh Functions and their Applications (Academic, 1975).
Hayes, D., Khodjasteh, K., Viola, L. & Biercuk, M. J. Reducing sequencing complexity in dynamical quantum error suppression by Walsh modulation. Phys. Rev. A 84, 062323 (2011).
Owrutsky, P. & Khaneja, N. Control of inhomogeneous ensembles on the Bloch sphere. Phys. Rev. A 86, 022315 (2012).
Jones, N. C., Ladd, T. D. & Fong, B. H. Dynamical decoupling of a qubit with always-on control fields. New J. Phys. 14, 093045 (2012).
Barthel, C., Medford, J., Marcus, C. M., Hanson, M. P. & Gossard, A. C. Interlaced dynamical decoupling and coherent operation of a singlet–triplet qubit. Phys. Rev. Lett. 105, 266808 (2010).
Liu, G-Q., Po, H. C., Du, J., Liu, R. B. & Pan, X. Y. Noise-resilient quantum evolution steered by dynamical decoupling. Nature Commun. 4, 2254 (2013).
Souza, A. M., Álvarez, G. A. & Suter, D. Experimental protection of quantum gates against decoherence and control errors. Phys. Rev. A 86, 050301 (2012).
van der Sar, T. et al. Decoherence-protected quantum gates for a hybrid solid-state spin register. Nature 484, 82–86 (2012).
Su, Z-K. & Jiang, S-J. Filter-design perspective applied to dynamical decoupling of a multi-qubit system. J. Phys. B 45, 025502 (2012).
Silva, G. P. & Viola, L. A general transfer-function approach to noise filtering in open-loop quantum control. Preprint at http://arXiv.org/abs/1408.3836 (2014).
Green, T. J. & Biercuk, M. J. Phase-modulated decoupling and error suppression in qubit-oscillator systems. Preprint at http://arXiv.org/abs/1408.2749 (2014).
Acknowledgements
We thank P. Fisk, M. Lawn, M. Wouters and B. Warrington for technical assistance and K. Brown, J. T. Merrill and L. Viola for useful discussions. This work partially supported by the US Army Research Office under Contract Number W911NF-11-1-0068, the Australian Research Council Centre of Excellence for Engineered Quantum Systems CE110001013, the Office of the Director of National Intelligence (ODNI), Intelligence Advanced Research Projects Activity (IARPA), through the Army Research Office, and the Lockheed Martin Corporation. X.Z. acknowledges useful discussions with G. L. Long and support from the National Natural Science Foundation of China (Grants No. 11175094 and No. 91221205) and the National Basic Research Program of China (No. 2011CB9216002).
Author information
Authors and Affiliations
Contributions
A.S., H.B., D.H. and M.J.B. conceived and performed the experiments, built experimental apparatus, contributed to data analysis and wrote the manuscript. T.J.G. conceived the relevant theoretical constructs. J.S., M.C.J. and X.Z. assisted with development of the experimental system and data collection. J.J.M. assisted with data collection.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing financial interests.
Supplementary information
Supplementary Information
Supplementary Information (PDF 1985 kb)
Rights and permissions
About this article
Cite this article
Soare, A., Ball, H., Hayes, D. et al. Experimental noise filtering by quantum control. Nature Phys 10, 825–829 (2014). https://doi.org/10.1038/nphys3115
Received:
Accepted:
Published:
Issue date:
DOI: https://doi.org/10.1038/nphys3115
This article is cited by
-
Quintet formation, exchange fluctuations, and the role of stochastic resonance in singlet fission
Communications Physics (2023)
-
Global correlation and local information flows in controllable non-Markovian open quantum dynamics
npj Quantum Information (2022)
-
Noisy propagation of Gaussian states in optical media with finite bandwidth
Scientific Reports (2022)
-
Efficient quantum simulation of open quantum dynamics at various Hamiltonians and spectral densities
Frontiers of Physics (2021)
-
Adaptive characterization of spatially inhomogeneous fields and errors in qubit registers
npj Quantum Information (2020)