一种新的基于svd的VLC系统上行定位物理层安全方案

Rida Zia-Ul-Mustafa;Hoa Le Minh;Zabih Ghassemlooy;Stanislav Zvánovec;Othman Isam Younus;Xicong Li;Anh T. Pham
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摘要

本文提出了上行定位和多输入多输出(MIMO)奇异值分解(SVD)波束形成两种技术,并利用这两种技术为可见光通信(VLC)系统提供了一种新的物理层安全(PLS)方案,大大提高了可见光通信系统的综合位置感知和数据安全强度。考虑到用户的光发射机和接入点接收器的视场限制,本文首先建立了一个使用单个发光二极管和三边测量算法的无所不在上行链路定位的封闭形式数学模型。随后引入MIMO VLC中的SVD,利用获取的用户位置形成一对公钥和私钥,用于物理介质上的安全数据传输。系统性能分别以定位误差$\varepsilon _{\mathbb {X}}$和上行定位和下行数据传输的误码率(BER)来评估。结果表明,光电二极管的有效面积显著影响$\varepsilon _{\mathbb {X}}$,面积越小,$\varepsilon _{\mathbb {X}}$越高。还观察到,$\varepsilon _{\mathbb {X}}$与系统中环境光诱导噪声的强度直接相关。然而,与传统的下行可见光定位相比,所提出的上行定位不太容易受到自然环境光的影响。对下行数据传输的误码率分析表明,与零强迫波束形成方案相比,基于svd的PLS显著缩小了通信区域面积90%以上,提高了系统的保密性,实现了合理的保密能力。
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A Novel Uplink Positioning and SVD-Based Physical Layer Security Scheme for VLC Systems
In this paper, two techniques including uplink positioning and multiple-input multiple output (MIMO) singular value decomposition (SVD) beamforming are proposed and utilized to provide a novel physical layer security (PLS) scheme for visible light communication (VLC) systems, which much enhance the integrated location-sensing and data security strength. The paper first develops a closed-form mathematical model for ubiquitous uplink positioning using a single light-emitting diode with the trilateration algorithm, considering the field-of-view constraints due to the user’s optical transmitter and access point receivers. SVD in MIMO VLC is subsequently introduced to exploit the acquired user’s location to form a pair of public and private keys for secure data transfer over the physical medium. The proposed system performance is evaluated in terms of the root mean square positioning error $\varepsilon _{\mathbb {X}}$ and the achieved bit error rate (BER) for the uplink positioning and the downlink data transmission, respectively. Results show that the effective area of the photodiode significantly impacts $\varepsilon _{\mathbb {X}}$ , with smaller areas resulting in higher $\varepsilon _{\mathbb {X}}$ . It is also observed that the $\varepsilon _{\mathbb {X}}$ directly relates to the strength of ambient light inducing noise in the system. However, the proposed uplink positioning is less prone to natural ambient light as compared to the traditional downlink visible light positioning. The BER analysis of the downlink data transmission shows that the proposed SVD-based PLS enhances the system’s confidentiality by significantly narrowing the communication zone area by over 90% in comparison to the zero-forcing beamforming scheme and achieves reasonable secrecy capacity.
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