Sensing Capacity for Integrated Sensing and Communication Systems in Low-Altitude Economy

IF 3.7 3区 计算机科学 Q2 TELECOMMUNICATIONS
Jiahua Wan;Hong Ren;Cunhua Pan;Zhenkun Zhang;Songtao Gao;Yiming Yu;Chengzhong Wang
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引用次数: 0

Abstract

The burgeoning significance of the low-altitude economy (LAE) has garnered considerable interest, largely fuelled by the widespread deployment of autonomous aerial vehicles (AAVs). To tackle the challenges associated with the detection of unauthorized AAVs and the efficient scheduling of authorized AAVs, this letter introduces a novel performance metric, termed sensing capacity, for integrated sensing and communication (ISAC) systems. This metric, which quantifies the capability of a base station (BS) to detect multiple AAVs simultaneously, leverages signal-to-noise ratio (SNR) and probability of detection (PD) as key intermediate variables. Through mathematical derivations, we can derive a closed-form solution for the maximum number of AAVs that can be detected by the BS while adhering to a specific SNR constraint. An approximate solution based on PD constraints is proposed to facilitate the efficient determination of the threshold for the maximum number of detectable AAVs. To generalize the analysis, we extend our investigation to practical scenarios with closely-spaced AAVs, incorporating inter-AAV interference effects. The accuracy of this analytical approach is verified through extensive simulation results.
低空经济下综合传感与通信系统的传感能力
低空经济(LAE)蓬勃发展的重要性引起了相当大的兴趣,这主要是由自主飞行器(aav)的广泛部署推动的。为了解决与检测未授权aav和有效调度授权aav相关的挑战,本信函为集成传感和通信(ISAC)系统引入了一种新的性能指标,称为传感能力。该指标量化了基站(BS)同时检测多辆aav的能力,利用信噪比(SNR)和检测概率(PD)作为关键的中间变量。通过数学推导,我们可以推导出在特定信噪比约束下,BS可以检测到的最大aav数量的封闭解。提出了一种基于PD约束的近似解,以方便有效地确定可检测的aav最大数量的阈值。为了推广分析,我们将研究扩展到实际场景中,包括近距离的aav,包括aav之间的干扰效应。通过大量的仿真结果验证了该分析方法的准确性。
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
IEEE Communications Letters
IEEE Communications Letters 工程技术-电信学
CiteScore
8.10
自引率
7.30%
发文量
590
审稿时长
2.8 months
期刊介绍: The IEEE Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of communication over different media and channels including wire, underground, waveguide, optical fiber, and storage channels. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of communication systems.
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