aiqbench analysis
This research introduces Parameter Estimation from Amplitude Collapse (PEAC), a statistical inference method designed to reduce bias in correlated atom interferometers used as quantum sensors. By optimizing signal analysis near non-vanishing amplitudes, the technique improves measurement trueness for applications like magnetometry and gravitational-wave detection without requiring phase stability. This advancement represents a significant step forward in the practical accuracy of matter-wave interferometry for fundamental physics and inertial sensing.
Parameter Estimation from Amplitude Collapse in Correlated Matter-Wave Interference
arXiv:2602.12227v3 Announce Type: replace Abstract: Operating matter-wave interferometers as quantum detectors for fundamental physics or inertial sensors with unprecedented accuracies relies on noise rejection, often implemented by correlating multiple sensors. They can be spatially separated (gradiometry or gravitational-wave detection) or consist of different internal states (magnetometry or quantum clock interferometry), with a signal-amplitude modulation serving as a signature of a differential phase. In this work, we introduce Parameter Estimation from Amplitude Collapse (PEAC) by applying statistical inference techniques for different magnetically sensitive substates of an atom interferometer. We demonstrate that PEAC provides higher trueness, resulting in a substantially reduced bias compared to standard methods for perfectly correlated signals, while achieving competitive precision near, but not at, vanishing amplitudes. This indicates that vanishing signals do not constitute the most favourable working point for high-accuracy sensing, relevant to quantum clock interferometry. PEAC presents a generally applicable complementary evaluation method for correlated interferometers without phase stability, increasing the overall accuracy and enabling applications beyond atom-based interferometry.
Abstract:Operating matter-wave interferometers as quantum detectors for fundamental physics or inertial sensors with unprecedented accuracies relies on noise rejection, often implemented by correlating multiple sensors. They can be spatially separated (gradiometry or gravitational-wave detection) or consist of different internal states (magnetometry or quantum clock interferometry), with a signal-amplitude modulation serving as a signature of a differential phase. In this work, we introduce Parameter Estimation from Amplitude Collapse (PEAC) by applying statistical inference techniques for different magnetically sensitive substates of an atom interferometer. We demonstrate that PEAC provides higher trueness, resulting in a substantially reduced bias compared to standard methods for perfectly correlated signals, while achieving competitive precision near, but not at, vanishing amplitudes. This indicates that vanishing signals do not constitute the most favourable working point for high-accuracy sensing, relevant to quantum clock interferometry. PEAC presents a generally applicable complementary evaluation method for correlated interferometers without phase stability, increasing the overall accuracy and enabling applications beyond atom-based interferometry.
Quantum Physics (quant-ph); Atomic Physics (physics.atom-ph)
arXiv:2602.12227 [quant-ph]
(or arXiv:2602.12227v3 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2602.12227 Focus to learn more arXiv-issued DOI via DataCite
https://doi.org/10.1126/sciadv.aeg5334 Focus to learn more DOI(s) linking to related resources
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.
Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them.
Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
Full text under the publisher's open licence · 263 words
Related coverage

Quantum Light Creates Superposition States in Matter at Record Speed
Quantum Zeitgeist · Jun 3, 2026

Is The Brain A Quantum Computer? The Decoherence Numbers Say No
Quantum Zeitgeist · Sep 13, 2026

Quantum Measurement, How Reading a Qubit Works
Quantum Zeitgeist · Sep 5, 2026

Quantum density-assisted hopping sparks superconductivity in a key model
Quantum Zeitgeist · Sep 16, 2026