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arXiv 2404.03395cs.ITcs.ETmath.IT
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无窃听者瞬时信道状态信息下的可移动天线辅助安全传输

Movable Antennas-Assisted Secure Transmission Without Eavesdroppers' Instantaneous CSI

Guojie Hu, Qingqing Wu, Donghui Xu, Kui Xu, Jiangbo Si, Yunlong Cai, Naofal Al-Dhahir

AI总结:

本文研究无窃听者瞬时信道状态信息条件下可移动天线辅助的安全传输,通过推导安全中断概率的紧致近似,并联合优化波束成形与天线位置,提出APGA算法及低复杂度迫零方案,显著提升安全性能。

摘要:

可移动天线(MA)技术由于能够灵活调整天线位置以重构信道条件,在提升通信性能方面极具前景。本文研究了在合法发送方Alice、合法接收方Bob和多个窃听者存在的情况下,MA辅助的安全传输问题。具体而言,我们考虑一个实际场景,其中Alice对窃听信道的瞬时非视距分量一无所知。在该设定下,我们采用安全中断概率指标来评估安全性能,首先通过将Rician衰落解释为Nakagami衰落的一种特例,并同时利用Laguerre级数近似,推导出该指标的紧致近似。随后,我们通过联合优化Alice处的发射波束成形和天线位置来最小化安全中断概率。然而,由于目标函数包含复杂的不完全伽马函数,该问题高度非凸。为应对这一挑战,我们首次将不完全伽马函数的逆函数有效近似为一个简单的线性模型。基于该近似,我们得到一个结构清晰的简化问题,并可通过所提出的交替投影梯度上升(APGA)算法求解。考虑到APGA的高复杂度,我们进一步设计了另一种方案,其中Alice采用基于迫零的波束成形,然后将问题转化为最小化一个仅与Alice处天线位置相关的简单函数。仿真结果表明,与基于固定位置天线的传统方案相比,我们提出的方案取得了显著的性能增益。

英文摘要:

Movable antenna (MA) technology is highly promising for improving communication performance, due to its advantage of flexibly adjusting positions of antennas to reconfigure channel conditions. In this paper, we investigate MAs-assisted secure transmission under a legitimate transmitter Alice, a legitimate receiver Bob and multiple eavesdroppers. Specifically, we consider a practical scenario where Alice has no any knowledge about the instantaneous non-line-of-sight component of the wiretap channel. Under this setup, we evaluate the secrecy performance by adopting the secrecy outage probability metric, the tight approximation of which is first derived by interpreting the Rician fading as a special case of Nakagami fading and concurrently exploiting the Laguerre series approximation. Then, we minimize the secrecy outage probability by jointly optimizing the transmit beamforming and positions of antennas at Alice. However, the problem is highly non-convex because the objective includes the complex incomplete gamma function. To tackle this challenge, we, for the first time, effectively approximate the inverse of the incomplete gamma function as a simple linear model. Based on this approximation, we arrive at a simplified problem with a clear structure, which can be solved via the developed alternating projected gradient ascent (APGA) algorithm. Considering the high complexity of the APGA, we further design another scheme where the zero-forcing based beamforming is adopted by Alice, and then we transform the problem into minimizing a simple function which is only related to positions of antennas at Alice.As demonstrated by simulations, our proposed schemes achieve significant performance gains compared to conventional schemes based on fixed-position antennas.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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