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MIMO Precoding for Rydberg Atomic Receivers
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abstract
Leveraging the strong atom-light interaction, a Rydberg atomic receiver can measure radio waves with extreme sensitivity. Existing research primarily focuses on improving the signal detection capability of atomic receivers, while traditional signal processing schemes at the transmitter side have remained unchanged. As a result, these schemes fail to maximize the throughput of atomic receivers, given that the coupling between atomic dipole moment and radio-wave magnitude results in a nonlinear transmission model in contrast to the traditional linear one. To address this issue, our work proposes to design customized precoding techniques for atomic multiple-input-multiple-output (MIMO) systems to achieve the channel capacity. A strong-reference approximation is initially proposed to linearize the nonlinear transition model of atomic receivers. This facilitates the derivation of atomic-MIMO channel capacity as $\min(N_r/2, N_t)\log({\rm SNR})$ at high signal-to-noise ratios (SNRs) for $N_r$ receive atomic antennas and $N_t$ classic transmit antennas. Then, a new digital precoding technique, termed In-phase-and-Quadrature (IQ) aware precoding is presented, which features independent processing of I/Q data streams using four real-valued matrices. The design is shown to be capacity-achieving for the atomic MIMO system. In addition, for the case of large-scale MIMO system, we extend the preceding fully-digital precoding design to the popular hybrid precoding architecture, which cascades a classical analog precoder with a low-dimensional version of the proposed IQ-aware digital precoder. By alternatively optimizing the digital and analog parts, the hybrid design is able to approach the performance of the optimal IQ-aware fully digital precoding. Simulation results validate the superiority of proposed IQ-aware precoding methods over existing techniques in the context of atomic MIMO communication.
Forward citations
Cited by 5 Pith papers
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SA-MIMO: Scalable Quantum-Based Wireless Communications
A modulation scheme called PRSS is claimed to linearize Rydberg-based atomic MIMO detection, but the key equations do not produce the claimed linear model.
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Electromagnetic Modeling and Capacity Analysis of Rydberg Atom-Based MIMO System
Rydberg atomic antennas, modeled as isotropic and coupling-free point receivers, give a capacity advantage over dipole arrays in single-polarization far-field MIMO but offer little near-field gain.
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Multi-Chirp AFDM for Rydberg Atomic Quantum Receivers: Waveform and Algorithm Design
Using multiple chirp rates across time frames makes delay-Doppler estimation well-posed for Rydberg atomic quantum receivers, with an edge-distribution design that minimizes the post-chirp matrix condition number.
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CSI-Free Symbol Detection for Atomic MIMO Receivers via In-Context Learning
A transformer trained by in-context learning directly maps pilot-response examples to data symbols for a linearized atomic MIMO measurement model, outperforming two optimization-based baselines in simulation.
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Quantum-MUSIC: Multiple Signal Classification for Quantum Wireless Sensing
Quantum-MUSIC recovers the complex multi-user wireless channel from magnitude-only Rydberg-atom measurements, then applies MUSIC to estimate each user's angle of arrival.
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