Exploring the Impact of Bistatic Target Reflectivity in ISAC-Enabled V2V Setup Across Diverse Geometrical Road Layouts

IF 5.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Aamir Ullah Khan;Saw James Mint;Syed Najaf Haider Shah;Christian Schneider;Joerg Robert
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Abstract

Integrated Sensing and Communication (ISAC) is an intriguing emerging research area that combines radar sensing and communication functionalities in a unified platform, capitalizing on shared aspects of signal processing, spectrum utilization, and system design. For sensing applications, the reflectivity of objects between Transmitter (TX) and Receiver (RX) is crucial. It is normally modeled as a uniform scatterer or a group of uniform scatterers in wireless channels. These models do not take into account the dependence of reflectivity on the aspect angles of incident and scattering waves, the composed material, and the geometry of the objects. Therefore, we model the reflectivity of target vehicles using their bistatic Radar Cross Section (RCS), as in radar sensing, within a Vehicle to Vehicle (V2V) setup under the Integrated Sensing and Communication (ISAC) framework. Moreover, we consider constant and variable bistatic Target Reflectivity (TR) integrated setups with two diverse traffic scenarios. These traffic scenarios are modeled to be realistic, with diverse geometrical road layouts, variable vehicle velocities, distinct vehicle positions, and the presence of Diffuse (DI) scattering components. Then, we inspect the impact of the bistatic TR on the behavior of the wireless channel and target detection capability. The variable TR integrated setup leads to a more accurate realization of the scenario, leading to outcomes that closely resemble real-world conditions. The results show the substantial impact of the geometrical setup on the distribution of TR, which emphasizes the need to integrate TR into ISAC-enabled V2V channel models.
探索不同几何道路布局中 ISAC 支持的 V2V 设置中双稳态目标反射率的影响
集成传感与通信(ISAC)是一个有趣的新兴研究领域,它将雷达传感和通信功能结合在一个统一的平台上,利用信号处理、频谱利用和系统设计的共享方面。对于传感应用,发射器(TX)和接收器(RX)之间的物体反射率是至关重要的。它通常被建模为无线信道中的均匀散射体或一组均匀散射体。这些模型没有考虑反射率对入射波和散射波的角度、组成材料和物体几何形状的依赖。因此,我们在集成传感和通信(ISAC)框架下的车对车(V2V)设置中,使用目标车辆的双基地雷达截面(RCS)对目标车辆的反射率进行建模。此外,我们考虑了两种不同交通场景下的恒定和可变双基地目标反射率(TR)集成设置。这些交通场景的建模是真实的,具有不同的几何道路布局,不同的车辆速度,不同的车辆位置,以及弥漫(DI)散射组件的存在。然后,我们考察了双基地中继对无线信道行为和目标检测能力的影响。可变TR集成设置可以更准确地实现场景,从而产生与现实情况非常相似的结果。结果显示几何设置对TR分布的实质性影响,这强调了将TR集成到isac支持的V2V通道模型中的必要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
9.60
自引率
0.00%
发文量
25
审稿时长
10 weeks
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