arXiv:2606.06933eess.IV2026-06

将无相位无线成像扩展至三维,实现高精度立体成像。

A 3D Formulation of the Extended Phaseless Rytov Approximation

论文配图:A 3D Formulation of the Extended Phaseless Rytov Approximation
图 1 · 摘自论文原文
  • 基于无相位信号构建三维成像模型,保持原有部署简单性
  • 仿真显示可准确估计物体位置、形状及材质衰减特性
  • 适合未来融合通信与感知的无线网络系统

扩展无相位瑞托夫近似(xPRA)是一种新兴的无设备无线感知技术,仅需接收信号强度(RSS)等无相位测量即可实现高分辨率成像。由于其无相位特性,可直接利用现有无线通信基础设施部署,且性能优于经典的无设备无相位无线成像方法如无线电断层成像(RTI)。然而,目前xPRA和RTI主要局限于二维(2D)建模。本文提出一种3D扩展版本,称为扩展三维无相位瑞托夫近似(x3DPRA)。该方法在保持RTI和xPRA部署简便优势的同时,实现了体域(3D)成像。仿真结果表明,x3DPRA能有效估计目标的位置与形状,并可重建物体材料的衰减特性。文中给出了3D公式推导,通过与2D模型对比验证其有效性,并报告了性能评估结果。

原文摘要 · Abstract (English)

The extended Phaseless Rytov Approximation (xPRA) is a recently proposed device-free RF imaging technique that provides high-resolution reconstructions of the imaging region using only phaseless measurements, such as received signal strength (RSS). Because of its phaseless formulation, it can be implemented straightforwardly using existing wireless commu?nication infrastructure. It also outperforms well-known device?free phaseless RF imaging methods such as Radio Tomographic Imaging (RTI). The linear phaseless formulation used in xPRA(and RTI) makes these methods potentially useful for integrated sensing and communication (ISAC) systems in next generation wireless networks since they do not require wide bandwidths. However, so far, both xPRA and RTI have primarily been formulated in two dimensions (2D). This paper introduces a 3D extension of xPRA, which we call the extended three-dimensional phaseless Rytov approximation (x3DPRA). The novelty of our approach is that it preserves the straightforward implementation advantages of RTI and xPRA while enabling volumetric (3D) imaging. Simulation results show that x3DPRA provides good estimates of location and shape and can also reconstruct object material attenuation. We present the 3D formulation, validate it with a 2D model comparison, and report simulation results demonstrating its performance.

无线感知3D成像无相位感知通信

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