mlsanityData to 14 Oct 2026

A Fluid Antenna Enabled Physical Layer Key Generation for Next-G Wireless Networks

arXiv 2509.00018 ↗First posted 16 Aug 2025eess.SP cs.AI cs.CRcited by 0

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Abstract (arXiv)

As a promising physical layer security technique, physical layer key generation (PLKG) enables legitimate users to obtain secret keys from wireless channel without security infrastructures. However, in harsh propagation environments, the channel characteristic becomes unsatisfactory, the key generation rate (KGR) is significantly deteriorated. In this paper, we propose a novel fluid antenna (FA) enabled PLKG system to address this challenge. Specifically, we first derive the closed-form expression of the KGR for FA array, and then jointly optimize the precoding matrix and the antenna positions via a particle swarm optimization (PSO) algorithm. Next, to further reduce the computational complexity of the optimization procedure, we develop an alternating optimization (AO) algorithm, which combines the projected gradient descent (PGD) and the PSO. Simulation results demonstrate that by exploiting the additional spatial degree of freedom (DoF), our FA enabled PLKG system is superior to the benchmarks, such as the conventional fixed-position antenna (FPA) array and the reconfigurable intelligent surface (RIS). It is worth highlighting that compared to the conventional uniform planar antenna (UPA), the FA enabled PLKG achieves a 35.42% KGR performance improvement under PSO algorithm and a 67.73% KGR performance improvement under AO algorithm, respectively.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 6 of its 15 references that are in the map. First posted on arXiv 16 Aug 2025.

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References · 6

  1. 2024Fluid Antenna for Mobile Edge Computingcited by 3
  2. 2022When Physical Layer Key Generation Meets RIS: Opportunities, Challenges, and Road Aheadcited by 1
  3. 2023Secret Key Generation for IRS-Assisted Multi-Antenna Systems: A Machine Learning-Based Approachcited by 1
  4. 2023RIS-Assisted Wireless Link Signatures for Specific Emitter Identificationcited by 1
  5. 2023Enabling Secure Wireless Communications via Movable Antennascited by 1
  6. 2024Integrated Communications and Security: RIS-Assisted Simultaneous Transmission and Generation of Secret Keyscited by 1

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