Stochastic Waveform Estimation at the Fundamental Quantum Limit

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Abstract

Although measuring the deterministic waveform of a weak classical force is a well-studied problem, estimating a random waveform, such as the spectral density of a stochastic signal field, is much less well understood despite it being a widespread task at the frontier of experimental physics. State-of-the-art precision sensors of random forces must account for the underlying quantum nature of the measurement but the optimal quantum protocol for interrogating such linear sensors is not known. We derive the fundamental precision limit: the extended-channel quantum Cramér-Rao bound. In the experimentally relevant regime in which losses dominate, we prove that non-Gaussian-state preparation and measurement are required to achieve this fundamental limit and we determine numerically the optimal non-Gaussian protocol. We discuss how this scheme could accelerate searches for signatures of quantum gravity, stochastic gravitational waves, and axionic dark matter.

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Gardner, J. W., Gefen, T., Haine, S. A., Hope, J. J., Preskill, J., Chen, Y., & McCuller, L. (2025). Stochastic Waveform Estimation at the Fundamental Quantum Limit. PRX Quantum, 6(3). https://doi.org/10.1103/h91r-4ws9

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