Quantum Error Correction-like Noise Mitigation for Wave-like Dark Matter Searches with Quantum Sensors
- URL: http://arxiv.org/abs/2511.03253v1
- Date: Wed, 05 Nov 2025 07:31:40 GMT
- Title: Quantum Error Correction-like Noise Mitigation for Wave-like Dark Matter Searches with Quantum Sensors
- Authors: Hajime Fukuda, Takeo Moroi, Thanaporn Sichanugrist,
- Abstract summary: We propose a quantum error correction-like noise mitigation protocol for enhancing the sensitivity of wave-like dark matter searches with quantum sensors.<n>We demonstrate that our protocol can improve the sensitivity to dark matter signals by a factor of $sqrtN$, where $N$ is the number of sensors used.
- Score: 0.0
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: We propose a quantum error correction-like noise mitigation protocol for enhancing the sensitivity of wave-like dark matter searches with quantum sensors. Our protocol uses multiple sensors to mitigate the noise affecting each sensor individually, allowing for the suppression of excitation noise that is parallel to the dark matter signal. We demonstrate that our protocol can improve the sensitivity to dark matter signals by a factor of $\sqrt{N}$, where $N$ is the number of sensors used. Furthermore, we find that our protocol achieves the same performance as the standard quantum limit by the ideal measurement, which is impossible to achieve due to the unknown phase of the dark matter field. Our work can be widely applied to various types of signals with unknown phases, and has the potential to enhance the sensitivity of quantum sensors such as arrays of resonant cavities.
Related papers
- Information-Scrambling-Enhanced Quantum Sensing Beyond the Standard Quantum Limit [24.972499920814034]
We experimentally demonstrate a scalable, scrambling-enhanced quantum sensing protocol, implemented on a cross-shaped superconducting quantum processor.<n>By harnessing quantum information scrambling, the protocol converts local interactions into delocalized metrologically useful correlations, enabling robust signal amplification.<n>This work demonstrates a readily scalable path toward practical quantum sensing advantages with prevalent experimental platforms.
arXiv Detail & Related papers (2025-12-24T13:05:34Z) - Background Suppression in Quantum Sensing of Dark Matter via $W$ State Projection [0.0]
We show that measuring dark matter signal by projecting quantum sensors in the collective excited state can highly suppress the non-collective noise background.<n>We trace the evolution of the sensors' state in the presence of both dark matter effect and sensors' decoherence effects.
arXiv Detail & Related papers (2025-10-02T09:01:09Z) - Sequential analysis in a continuous spin-noise quantum sensor [32.505127447635864]
We implement sequential data analysis techniques on a spin-noise-based quantum sensor.<n>Online protocols allow us to detect weak magnetic fields by adaptively collecting measurement data.<n>Our results demonstrate that sequential techniques enable faster and more sensitive detection, making them a powerful tool for quantum sensing.
arXiv Detail & Related papers (2025-09-19T17:39:28Z) - Quantum sensing of displacements with stabilized GKP states [41.94295877935867]
We show how protocols for the stabilization of Gottesman-Kitaev-Preskill states can be used for the estimation of two-quadrature displacement sensing.<n>Thanks to the stabilization, this sensor is backaction evading and can function continuously without reset, making it well suited for the detection of itinerant signals.
arXiv Detail & Related papers (2025-06-25T17:18:50Z) - Noise Mitigation in Single Microwave Photon Counting by Cascaded Quantum Measurements [32.73124984242397]
Single microwave photon detectors (SMPDs) have only recently been demonstrated.<n>These detectors offer a substantial advantage over quantum-limited amplification schemes.<n>We report an intrinsic sensitivity of $8(1)times10-24textW/sqrttextHz$, with an operational sensitivity of $5.9(6)times 10-23textW/sqrttextHz$ limited by thermal photons in the input line.
arXiv Detail & Related papers (2025-02-20T18:26:48Z) - Experimental distributed quantum sensing in a noisy environment [0.14615254965614236]
We experimentally demonstrate the associated sensing protocol, using trapped-ion sensors.<n>An entangled state of multi-dimensional sensors is created that isolates and optimally detects a signal.
arXiv Detail & Related papers (2025-01-15T16:42:55Z) - Eliminating Incoherent Noise: A Coherent Quantum Approach in Multi-Sensor Dark Matter Detection [6.685649498751827]
We propose a novel dark matter detection scheme by leveraging quantum coherence across a network of multiple quantum sensors.
This method effectively eliminates incoherent background noise, thereby significantly enhancing detection sensitivity.
We present a comprehensive analytical analysis and complement it with practical numerical simulations.
arXiv Detail & Related papers (2024-10-29T18:00:03Z) - Quantum Enhancement in Dark Matter Detection with Quantum Computation [0.0]
We propose a novel method to significantly enhance the signal rate in qubit-based dark matter detection experiments.
We show that the signal rate scales proportionally to $n_rm q2$, with $n_rm q$ being the number of sensor qubits.
In the dark matter detection with a substantial number of sensor qubits, a significant increase in the signal rate can be expected.
arXiv Detail & Related papers (2023-11-17T09:36:14Z) - Multiparameter quantum sensing and magnetic communications with a hybrid dc and rf optically pumped magnetometer [41.94295877935867]
We introduce and demonstrate a hybrid optically pumped magnetometer (HOPM) that simultaneously measures one dc field component and one RF field component quadrature.
The HOPM achieves sub-pT/$sqrtmathrmHz$ sensitivity for both dc and RF fields, and is limited in sensitivity by spin projection noise at low frequencies and by photon shot noise at high frequencies.
arXiv Detail & Related papers (2023-08-27T22:17:21Z) - Integrated Quantum Optical Phase Sensor [48.7576911714538]
We present a photonic integrated circuit fabricated in thin-film lithium niobate.
We use the second-order nonlinearity to produce a squeezed state at the same frequency as the pump light and realize circuit control and sensing with electro-optics.
We anticipate that on-chip photonic systems like this, which operate with low power and integrate all of the needed functionality on a single die, will open new opportunities for quantum optical sensing.
arXiv Detail & Related papers (2022-12-19T18:46:33Z) - All-Optical Nuclear Quantum Sensing using Nitrogen-Vacancy Centers in
Diamond [52.77024349608834]
Microwave or radio-frequency driving poses a significant limitation for miniaturization, energy-efficiency and non-invasiveness of quantum sensors.
We overcome this limitation by demonstrating a purely optical approach to coherent quantum sensing.
Our results pave the way for highly compact quantum sensors to be employed for magnetometry or gyroscopy applications.
arXiv Detail & Related papers (2022-12-14T08:34:11Z) - Quantum Sensing of Intermittent Stochastic Signals [0.0]
We investigate how the number of sensors and fidelity affect sensitivity to continuous and intermittent signals.
We find that increasing the number of sensors by $1/F2$ for $F1$ always recovers the sensitivity achieved when $F=1$.
We also demonstrate the importance of near-unity control fidelity and readout at the quantum projection noise limit.
arXiv Detail & Related papers (2020-10-07T22:25:18Z)
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.