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Chinese Physics B

Co-optimization of linear gain and dynamic range for atomic superheterodyne receivers based on homodyne readout

Chuan Qu, Dongqin Guo, Jian 剑 Zhang 张

Published Jun 27, 2025• 0 citations
Publisher

Abstract

Abstract Rydberg-atom-based superheterodyne receivers integrate self-calibration, high sensitivity, a wide operational frequency range, and phase/frequency resolved detection capabilities, demonstrating broad application prospects as next-generation microwave receivers. Linear gain and linear dynamic range (LDR) are critical metrics for assessing receiver sensitivity and demodulation fidelity, respectively. We numerically solve the four-level master equation and then employ particle swarm optimization (PSO) algorithm to co-optimize linear gain and LDR in atomic superheterodyne receivers based on balanced homodyne detection. Further, we systematically account for dominant dephasing mechanisms in the simulation, encompassing spontaneous decay, transit dephasing, collision dephasing, laser linewidth dephasing, and Doppler averaging. Homodyne readout utilizes both the real and imaginary parts of polarizability for sensing. In the case of the photon shot noise limit, its signal-to-noise ratio (SNR) expression resembles that of direct optical-intensity readout. However, the inherent coherent subtraction operation in homodyne detection significantly suppresses common-mode noise, while appropriately increasing the reference beam power enhances the gain in practical experiments. Indeed, this co-optimization problem, characterized by a high-dimensional variable space, two objectives, and non-convexity, is well-suited for solution by PSO. In addition, probe and coupling detuning contribute equivalently to polarizability and compensate for each other owing to Doppler averaging, thereby reducing the optimization variable space by one. By adopting a product form of linear gain and LDR as the fitness function, the PSO achieves rapid convergence. Here, the effectiveness of the PSO results is verified via the total harmonic distortion (THD). The relative error-based LDR calculation method we proposed efficiently measures receiver response linearity with consuming fewer computational resources. This research is expected to offer valuable insights into enhancing the performance of Rydberg-atom-based superheterodyne receivers.

DOI
10.1088/1674-1056/ade8e9

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Abstract Rydberg-atom-based superheterodyne receivers integrate self-calibration, high sensitivity, a wide operational frequency range, and phase/frequency resolved detection capabilities, demonstrating broad application prospects as next-generation microwave receivers. Linear gain and linear dynamic range (LDR) are critical metrics for assessing receiver sensitivity and demodulation fidelity, respectively. We numerically solve the four-level master equation and then employ particle swarm optimization (PSO) algorithm to co-optimize linear gain and LDR in atomic superheterodyne receivers based on balanced homodyne detection. Further, we systematically account for dominant dephasing mechanisms in the simulation, encompassing spontaneous decay, transit dephasing, collision dephasing, laser linewidth dephasing, and Doppler averaging. Homodyne readout utilizes both the real and imaginary parts of polarizability for sensing. In the case of the photon shot noise limit, its signal-to-noise ratio (SNR) expression resembles that of direct optical-intensity readout. However, the inherent coherent subtraction operation in homodyne detection significantly suppresses common-mode noise, while appropriately increasing the reference beam power enhances the gain in practical experiments. Indeed, this co-optimization problem, characterized by a high-dimensional variable space, two objectives, and non-convexity, is well-suited for solution by PSO. In addition, probe and coupling detuning contribute equivalently to polarizability and compensate for each other owing to Doppler averaging, thereby reducing the optimization variable space by one. By adopting a product form of linear gain and LDR as the fitness function, the PSO achieves rapid convergence. Here, the effectiveness of the PSO results is verified via the total harmonic distortion (THD). The relative error-based LDR calculation method we proposed efficiently measures receiver response linearity with consuming fewer computational resources. This research is expected to offer valuable insights into enhancing the performance of Rydberg-atom-based superheterodyne receivers.
In recent years, electric field measurement techniques based on Rydberg atoms have shown unique advantages in high sensitivity and wideband applications and miniaturization. The Rydberg atom receiver senses the electromagnetic signal using the quantum coherence effect, which overcomes the inherent defects of traditional electronic receivers in terms of thermal noise, insertion loss of microwave devices, and the use of wavelength-dependent antennas, thus providing the Rydberg atomic receivers the potential to become the next generation of microwave receivers. For some particular application scenarios such as radar and communication, superheterodyne reception is a critical technical approach, and the linear dynamic range is an essential factor in evaluating the performance of the superheterodyne receivers. It is challenging to promote the Rydberg atomic receiver without figuring out the influence of system parameters on the linear dynamic range. This paper starts with the response mechanism of the Rydberg atomic superheterodyne receiver, and a theoretical model is established to simulate the atom-microwave responses. Then the harmonics' generation mechanism is discussed, and the atomic linear dynamic range under different probe light Rabi frequencies is studied further. Furthermore, a method to evaluate the antiblocking performance of the system is proposed. This work is expected to provide theoretical guidance for the design and performance optimization of the Rydberg atomic superheterodyne receiver.
Abstract The Rydberg atom-based receiver, as a novel type of antenna, demonstrates broad application prospects in the field of microwave communications. However, since Rydberg atomic receivers are nonlinear systems, mismatches between the parameters of the received amplitude modulation (AM) signals and the system’s linear workspace and demodulation operating points can cause severe distortion in the demodulated signals. To address this, the article proposes a method for determining the operational parameters based on the mean square error (MSE) and total harmonic distortion (THD) assessments and presents strategies for optimizing the system’s operational parameters focusing on linear response characteristics (LRC) and linear dynamic range (LDR). Specifically, we employ a method that minimizes the MSE to define the system’s linear workspace, thereby ensuring the system has a good LRC while maximizing the LDR. To ensure that the signal always operates within the linear workspace, an appropriate carrier amplitude is set as the demodulation operating point. By calculating the THD at different operating points, the LRC performance within different regions of the linear workspace is evaluated, and corresponding optimization strategies based on the range of signal strengths are proposed. Moreover, to more accurately restore the baseband signal, we establish a mapping relationship between the carrier Rabi frequency and the transmitted power of the probe light, and optimize the slope of the linear demodulation function to reduce the MSE to less than 0.8 × 10 −4 . Finally, based on these methods for determining the operational parameters, we explore the effects of different laser Rabi frequencies on the system performance, and provide optimization recommendations. This research provides robust support for the design of high-performance Rydberg atom-based AM receivers.
Rydberg-atom quantum receivers (RAQRs) offer highly sensitive RF reception, but their communication performance depends jointly on atomic response, optical transduction, receiver noise, bandwidth, and wireless-channel conditions. This paper develops a BER-aware communication-theoretic framework for superheterodyne RAQR-assisted wireless communication, linking four-level Rydberg-atom dynamics and coherent optical detection to multipath propagation and digital communication performance. Closed-form instantaneous and average SNR and BER expressions are derived for square Gray-coded MMM-QAM over correlated Rayleigh fading. The RAQR operating point is then jointly optimized over atomic, optical, RF, and geometric parameters using analytical block-wise updates within a fixed-point procedure subject to physical and bandwidth constraints. Numerical results demonstrate substantial gains in low-power reception, bandwidth utilization, robustness to detuning, fading and delay spread, outage, and communication coverage compared with conventional, advanced, and fixed-point RAQR receivers. The results demonstrate that BER-aware joint optimization translates the intrinsic sensitivity of Rydberg-atom sensing into tangible communication-level gains.
High-sensitivity measurements of the microwave electric field are important in applications of communication and metrology. The sensitivity of traditional Rydberg superheterodyne receivers in free space is effectively determined by the signal-to-noise ratio (SNR), which is often considered equivalent to sensitivity in practical sensing applications. In this work, we demonstrate a cavity-enhanced receiver, where an optical cavity significantly amplifies the interaction between the probe light and cesium atoms, which substantially improves the signal-to-noise ratio via enhancing the expansion coefficient κ . Here, κ is the edge slope of the single peak obtained by fitting the double-peak EIT-AT spectrum, characterizing the response of the probe light to the frequency detuning of the coupling laser. The sensitivity is thus boosted by a factor of approximately 19 dB. This study highlights the pivotal role of optical cavities in advancing Rydberg-based detection systems, offering a promising approach for high-sensitivity microwave electric field measurements.
Quantum sensing using Rydberg atoms offers unprecedented opportunities for next-generation radar systems, transcending classical limitations in miniaturization and spectral agility. Implementing this paradigm for radar sensing, this work proposes a quantum-enhanced radar reception architecture enabled by the emerging Rydberg atomic receiver, replacing conventional antenna-to-mixer chains with a centimeter-scale vapor cell. The proposed approach is based on electromagnetically induced transparency with the Autler-Townes splitting enabling direct RF-to-optical downconversion within the atomic medium via an external co-frequency reference. To circumvent the intrinsic bottleneck on instantaneous bandwidth of atomic receiver, we invoke a non-uniform stepped-frequency synthesis strategy combining coarse laser frequency tuning with fine AC-Stark shift compensation. Additionally, we establish a nonlinear response model of the Rydberg atomic homodyne receiver and propose a customized nonlinear compensation method that extends the linear dynamic range by over 7 dB. We develop a compressive sensing algorithm (CS-Rydberg) to suppress noise and mitigate the undersampling problem. Experimentally, we demonstrate a compact prototype achieving centimeter-level ranging precision (RMSE = 1.06 cm) within 1.6-1.9 m. By synthesizing GHz-bandwidth (2.6-3.6 GHz), resolvable target separations down to 15 cm are observed under controlled sparse scenarios. These results not only validate the feasibility of quantum sensing based on Rydberg atomic receivers but also underscore the architecture's inherent scalability: by harnessing the atoms' ultra-broad spectral response, the synthesized bandwidth can be extended well beyond the current range, enabling sub-centimeter resolution in future radar systems while preserving quantum-traceable calibration and a highly simplified front end.
We propose and investigate a Rydberg atom sensor based on a loop-level structure, which utilizes the eigenfrequencies of the energy levels as a reference. This design eliminates the need for the local oscillator (LO) electric field required in the traditional superheterodyne structure while maintaining a linear relationship between the readout signal and the microwave (MW) electric field to be measured, along with exhibiting significantly lower harmonic distortion. For experimental validation, we implemented a cesium atomic system based on the loop five-level structure. The system achieved a sensitivity of 62 nVcm -1 Hz -1/2 and maintained 30 dB of harmonic suppression even near the nonlinear operational region under the strong electric field, which is approximately 20 dB higher than that of the superheterodyne structure. This work demonstrates that loop-level-based atomic sensors enable high-sensitivity and wide-dynamic-range (including nonlinear region) MW detection, making them particularly suitable for receiving frequency- and phase-modulated signals that are insensitive to power variations.