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RIS-assisted Atomic MIMO Receiver
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RIS-assisted Atomic MIMO Receiver

Qihao Peng, Jiuyu Liu, Qu Luo, Yi Ma, Pei Xiao, Maged Elkashlan and George Karagiannidis
arXiv.org
Cornell University Library, arXiv.org
17/10/2025

Abstract

Complexity Convexity Pulse amplitude modulation Reconfigurable intelligent surfaces Signal detection
In this paper, we propose a novel and low-complexity atomic multiple-input multiple-output (MIMO) receiver architecture assisted by a reconfigurable intelligent surface (RIS). By introducing RIS and utilizing pulse amplitude modulation (PAM), the phase of the transmitted signal is effectively aligned with that of the local oscillator (LO), thereby mitigating phase ambiguity and substantially reducing both signal detection complexity and overall receiver complexity.To tackle the resulting non-convex optimization problem, we reformulate it into a tractable form by minimizing the Frobenius norm of an equivalent matrix, which is efficiently solved using an Adam-based gradient descent algorithm.

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