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International Conference on Microwave and Millimeter Wave Technology (ICMMT)

Solving the Detection Model of Rydberg Atomic Electric Field Based on Time Parallel Method

Ren-Di Tian, Wenjie Ding, Guoda Xie, Zhixiang Huang

Published May 19, 2025• 0 citations
Publisher

Abstract

Rydberg atoms are emerging as a powerful tool for quantum precision measurement, owing to their broad bandwidth and high sensitivity to microwave electric fields. These properties make Rydberg atoms a key focus of contemporary research in the field. To better understand their detection capabilities, a semiclassical model based on optical Bloch equations is developed. A time-parallel algorithm is then introduced to efficiently solve the system's equations, significantly improving computational performance. In the case of a four-level detection system, this algorithm achieves a 50-fold increase in efficiency compared to traditional iterative methods. The results highlight the effectiveness of the time-parallel approach in enhancing both computational speed and detection accuracy. This methodology provides a reliable theoretical framework that could drive future advancements in quantum precision measurement technologies.

DOI
10.1109/icmmt65948.2025.11189005

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Rydberg atoms are emerging as a powerful tool for quantum precision measurement, owing to their broad bandwidth and high sensitivity to microwave electric fields. These properties make Rydberg atoms a key focus of contemporary research in the field. To better understand their detection capabilities, a semiclassical model based on optical Bloch equations is developed. A time-parallel algorithm is then introduced to efficiently solve the system's equations, significantly improving computational performance. In the case of a four-level detection system, this algorithm achieves a 50-fold increase in efficiency compared to traditional iterative methods. The results highlight the effectiveness of the time-parallel approach in enhancing both computational speed and detection accuracy. This methodology provides a reliable theoretical framework that could drive future advancements in quantum precision measurement technologies.
Quantum sensing using Rydberg atoms is an emerging technology for precise measurement of electric fields. However, most existing computational methods are all based on a single-particle model and neglect Rydberg-Rydberg interaction between atoms. In this study, we introduce the interaction term into the conventional four-level optical Bloch equations. By incorporating fast iterations and solving for the steady-state solution efficiently, we avoid the computation of a massive 4 N × 4 N dimensional matrix. Additionally, we apply the Doppler frequency shift to each atom used in the calculation, eliminating the requirement for an additional Doppler iteration. These schemes allow for the calculation of the interaction between 7000 atoms around one minute. Based on the many-body model, we investigate the Rydberg-Rydberg interaction of Rydberg atoms under different atomic densities. Furthermore, we compare our results with the literature data of a three-level system and the experimental results of our own four-level system. The results demonstrate the validity of our model, with an effective error of 4.59% compared to the experimental data. Finally, we discover that the many-body model better predicts the linear range for measuring electric fields than the single-particle model, making it highly applicable in precise electric field measurements.
Microwave sensing offers important applications in areas such as data communication and remote sensing. It has thus received much attention from academia, industry, and governments. Atomic wireless sensing uses the strong response of the large electric dipole moment of a Rydberg atom in response to an external field to achieve precise measurement of a radio frequency (RF) signal. This method offers advantages over traditional wireless sensing including ultrawide energy level transitions, which makes it responsive to RF electric fields over a wide bandwidth. Here, we briefly review the progress of electric field measurement based on Rydberg atoms. We discuss the properties of Rydberg atoms, measurement using Rydberg atoms, experimental progress in electric field measurement of different bands, and different methods for detecting electric fields (such as atomic superheterodyne, machine learning, and critically enhanced measurement). The development of Rydberg atomic measurement focuses on the advantages of Rydberg atomic sensing, especially when compared to conventional microwave receivers. This work is of major significance to developing Rydberg-based measurements in astronomy, remote sensing, and other fields.
The Rydberg-based microwave detection is an all-optical technology that uses the strong coherent interaction between Rydberg atoms and microwave field. Different from the traditional microwave meter, the Rydberg atomic sensing is a new-type microwave detector that transforms the microwave spectrum into a coherent optical spectrum, and arouses increasingly the interests due to its high sensibility. For this kind of sensor, the coherence effect induced by coupling atoms with microwave plays a key role, and the decoherence may reduce the sensitivity. A multi-level Rydberg atomic scheme with optimized quantum coherence, which enhances both the bandwidth and the sensitivity for 4 GHz microwave sensing, is demonstrated experimentally in this work. The enhanced quantum coherence of Rydberg electromagnetically induced transparency (EIT) and microwave induced Autler-Townes (AT) splitting in EIT windows are shown using optical pumping at D1 line. The enhanced sensitivity at 3.4 GHz with 0.3 GHz bandwidth can be realized, based on the enhanced EIT-AT spectrum. The experimental results show that in the stepped Rydberg EIT system, the spectral width of EIT and microwave field EIT-AT can be narrowed by optical pumping (OP), so the sensitivity of microwave electric field measurement can be improved. After optimizing the EIT amplitude and adding single-frequency microwaves, the sensitivity of the microwave electric field measurement observed by the AT splitting interval is improved by 1.3 times. This work provides a reference for utilizing atomic microwave detection.
The Rydberg-based microwave detection is an all-optical technology that uses the strong coherent interaction between Rydberg atoms and microwave field. Different from the traditional microwave meter, the Rydberg atomic sensing is a new-type microwave detector that transforms the microwave spectrum into a coherent optical spectrum, and arouses increasingly the interests due to its high sensibility. For this kind of sensor, the coherence effect induced by coupling atoms with microwave plays a key role, and the decoherence may reduce the sensitivity. A multi-level Rydberg atomic scheme with optimized quantum coherence, which enhances both the bandwidth and the sensitivity for 4 GHz microwave sensing, is demonstrated experimentally in this work. The enhanced quantum coherence of Rydberg electromagnetically induced transparency (EIT) and microwave induced Autler-Townes (AT) splitting in EIT windows are shown using optical pumping at D1 line. The enhanced sensitivity at 3.4 GHz with 0.3 GHz bandwidth can be realized, based on the enhanced EIT-AT spectrum. The experimental results show that in the stepped Rydberg EIT system, the spectral width of EIT and microwave field EIT-AT can be narrowed by optical pumping (OP), so the sensitivity of microwave electric field measurement can be improved. After optimizing the EIT amplitude and adding single-frequency microwaves, the sensitivity of the microwave electric field measurement observed by the AT splitting interval is improved by 1.3 times. This work provides a reference for utilizing atomic microwave detection.
In recent years, quantum electric field sensing technology based on Rydberg atoms has developed rapidly. Although some studies have begun to focus on the time evolution of two-photon-atom interactions and have conducted preliminary discussions on the transient behavior of EIT systems, most of the work still solves the EIT driving equation under the steady-state assumption and pays insufficient attention to the complete response process of atoms to the external electric field. In order to further fill this research gap, we formulate a density-matrix model for a ladder-type three-level Rydberg system and solve the EIT-driven equations under non-steady-state conditions. Numerical simulations reveal the real-time evolution of the atomic response during two-photon excitation and elucidate how various system parameters shape this response. On this basis, we identify optimal parameter settings that enhance the real-time performance of Rydberg-atom quantum measurements and provide theoretical guidance for future sensor design.
Microwave electric field (MW E-field) sensing is important for a wide range of applications in the areas of remote sensing, radar astronomy and communications. Over the past decade, Rydberg atoms have been used in ultrasensitive, wide broadband, traceable, stealthy MW E-field sensing because of their exaggerated response to MW E-fields, plentiful optional energy levels and integratable preparation methods. This review first introduces the basic concepts of quantum sensing, the properties of Rydberg atoms and the principles of quantum sensing of MW E-fields with Rydberg atoms. An overview of this very active research direction is gradually expanding, covering the progress of sensitivity and bandwidth in Rydberg atom-based microwave sensing, superheterodyne quantum sensing with microwave-dressed Rydberg atoms, quantum-enhanced sensing of MW E-field and recent advanced quantum measurement systems and approaches to further improve the performance of MW E-field sensing. Finally, a brief outlook on future development directions is provided.