Stochastic waveform estimation at the fundamental quantum limit
- URL: http://arxiv.org/abs/2404.13867v1
- Date: Mon, 22 Apr 2024 04:31:56 GMT
- Title: Stochastic waveform estimation at the fundamental quantum limit
- Authors: James W. Gardner, Tuvia Gefen, Simon A. Haine, Joseph J. Hope, John Preskill, Yanbei Chen, Lee McCuller,
- Abstract summary: We derive the fundamental precision limit, the extended channel quantum Cram'er-Rao bound, and the optimal protocol that attains it.
We discuss how this non-Gaussian protocol could improve searches for quantum gravity, gravitational waves, and axionic dark matter.
- Score: 9.313319759875116
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- 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 Cram\'er-Rao bound, and the optimal protocol that attains it. In the experimentally relevant regime where losses dominate, we prove that non-Gaussian state preparation and measurements are required for optimality. We discuss how this non-Gaussian protocol could improve searches for signatures of quantum gravity, stochastic gravitational waves, and axionic dark matter.
Related papers
- The reliable quantum master equation of the Unruh-DeWitt detector [1.5389903506084919]
We present a method for estimating the validity range of the quantum Markovian master equation as applied to the Unruh-DeWitt detector.
We propose a relaxed van Hove limit (i.e., late-time limit) and offer a perturbative estimate of the error order resulting from the standard derivation procedure of open quantum dynamics.
arXiv Detail & Related papers (2025-02-10T12:51:23Z) - Lindblad estimation with fast and precise quantum control [10.363406065066538]
Estimating a weak waveform is the core task of fundamental physics experiments.
We develop protocols for a wide range of applications including waveform estimation, spectroscopy with qubits, and Lindblad estimation.
arXiv Detail & Related papers (2025-01-06T20:05:42Z) - Bosonic Entanglement and Quantum Sensing from Energy Transfer in two-tone Floquet Systems [1.2499537119440245]
Quantum-enhanced sensors, which surpass the standard quantum limit (circuit) and approach the fundamental precision limits dictated by quantum mechanics, are finding applications across a wide range of scientific fields.
We introduce entanglement and preserve quantum information among many particles in a sensing circuit.
We propose a superconducting-entangled sensor in the microwave regime, highlighting its potential for practical applications in high-precision measurements.
arXiv Detail & Related papers (2024-10-15T00:48:01Z) - Early Fault-Tolerant Quantum Algorithms in Practice: Application to Ground-State Energy Estimation [39.20075231137991]
We address the computation of the cumulative distribution function (CDF) of the spectral measure of the Hamiltonian.
We introduce a signal processing technique for identifying the inflection point of the CDF.
We conduct numerical experiments on a 26-qubit fully-connected Heisenberg model using a truncated density-matrix renormalization group (DMRG) initial state of low bond dimension.
arXiv Detail & Related papers (2024-05-06T18:00:03Z) - Power Characterization of Noisy Quantum Kernels [52.47151453259434]
We show that noise may make quantum kernel methods to only have poor prediction capability, even when the generalization error is small.
We provide a crucial warning to employ noisy quantum kernel methods for quantum computation.
arXiv Detail & Related papers (2024-01-31T01:02:16Z) - Achieving the fundamental quantum limit of linear waveform estimation [10.363406065066538]
In certain cases, there is an unexplained gap between the known waveform-estimation Quantum Cram'er-Rao Bound and the optimal sensitivity from quadrature measurement of the outgoing mode from the device.
We resolve this gap by establishing the fundamental precision limit, the waveform-estimation Holevo Cram'er-Rao Bound, and how to achieve it using a nonstationary measurement.
arXiv Detail & Related papers (2023-08-11T17:38:30Z) - Probing finite-temperature observables in quantum simulators of spin
systems with short-time dynamics [62.997667081978825]
We show how finite-temperature observables can be obtained with an algorithm motivated from the Jarzynski equality.
We show that a finite temperature phase transition in the long-range transverse field Ising model can be characterized in trapped ion quantum simulators.
arXiv Detail & Related papers (2022-06-03T18:00:02Z) - Bosonic field digitization for quantum computers [62.997667081978825]
We address the representation of lattice bosonic fields in a discretized field amplitude basis.
We develop methods to predict error scaling and present efficient qubit implementation strategies.
arXiv Detail & Related papers (2021-08-24T15:30:04Z) - Enhanced nonlinear quantum metrology with weakly coupled solitons and
particle losses [58.720142291102135]
We offer an interferometric procedure for phase parameters estimation at the Heisenberg (up to 1/N) and super-Heisenberg scaling levels.
The heart of our setup is the novel soliton Josephson Junction (SJJ) system providing the formation of the quantum probe.
We illustrate that such states are close to the optimal ones even with moderate losses.
arXiv Detail & Related papers (2021-08-07T09:29:23Z) - Conditional preparation of non-Gaussian quantum optical states by
mesoscopic measurement [62.997667081978825]
Non-Gaussian states of an optical field are important as a proposed resource in quantum information applications.
We propose a novel approach involving displacement of the ancilla field into the regime where mesoscopic detectors can be used.
We conclude that states with strong Wigner negativity can be prepared at high rates by this technique under experimentally attainable conditions.
arXiv Detail & Related papers (2021-03-29T16:59:18Z) - Estimation of pure quantum states in high dimension at the limit of
quantum accuracy through complex optimization and statistical inference [0.0]
Quantum tomography has become a key tool for the assessment of quantum states, processes, and devices.
In the case of mixed states of a single 2-dimensional quantum system adaptive methods have been recently introduced that achieve the theoretical accuracy limit deduced by Hayashi and Gill and Massar.
Here we present an adaptive tomographic method and show through numerical simulations, that it is difficult to approach the fundamental accuracy of pure quantum states in high dimension.
arXiv Detail & Related papers (2020-07-02T21:33:16Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.