Cellular V2X-Based Integrated Sensing and Communication System: Feasibility and Performance Analysis

IF 1.6 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Yibo Li;Junhui Zhao;Jieyu Liao;Fajin Hu
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引用次数: 0

Abstract

Communication and sensing are basically required in intelligent transportation. The combination of two functions can provide a viable way in alleviating concerns about resource limitations. To achieve this, we propose an integrated sensing and communication (ISAC) system based on cellular vehicle-to-everything (C-V2X). We first analyze the feasibility of new radio (NR) waveform for ISAC system. We discuss the possibility of reusing NR waveform for sensing based on current NR-V2X standards. Ambiguity function is calculated to investigate the sensing performance limitation of NR waveform. A C-V2X-based ISAC system is then designed to realize the two tasks in vehicular network simultaneously. We formulate an integrated framework of vehicular communication and automotive sensing using the already-existing NR-V2X network. Based on the proposed ISAC framework, we develop a receiver algorithm for target detection/estimation and communication with minor modifications. We evaluate the performance of the proposed ISAC system with communication throughput, detection probability, and range/velocity estimation accuracy. Simulations show that the proposed system achieves high reliability communication with 99.9999% throughput and high accuracy sensing with errors below 1 m and 1 m/s in vehicle scenarios.
基于蜂窝 V2X 的综合传感与通信系统:可行性和性能分析
通信和传感是智能交通的基本要求。将这两种功能结合起来,可以有效缓解资源限制问题。为此,我们提出了一种基于蜂窝式车对车(C-V2X)的综合传感与通信(ISAC)系统。我们首先分析了新无线电(NR)波形在 ISAC 系统中的可行性。我们讨论了在当前 NR-V2X 标准基础上重复使用 NR 波形进行传感的可能性。通过计算模糊函数来研究 NR 波形的传感性能限制。然后设计了基于 C-V2X 的 ISAC 系统,以在车载网络中同时实现这两项任务。我们利用已有的 NR-V2X 网络制定了车载通信和汽车传感的集成框架。基于所提出的 ISAC 框架,我们开发了一种接收器算法,用于目标检测/估计和通信,只需稍作修改。我们从通信吞吐量、检测概率和测距/测速精度等方面评估了拟议 ISAC 系统的性能。仿真结果表明,所提出的系统实现了高可靠性通信(吞吐量达 99.9999%)和高精度传感(在车辆场景中误差低于 1 米和 1 米/秒)。
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来源期刊
Chinese Journal of Electronics
Chinese Journal of Electronics 工程技术-工程:电子与电气
CiteScore
3.70
自引率
16.70%
发文量
342
审稿时长
12.0 months
期刊介绍: CJE focuses on the emerging fields of electronics, publishing innovative and transformative research papers. Most of the papers published in CJE are from universities and research institutes, presenting their innovative research results. Both theoretical and practical contributions are encouraged, and original research papers reporting novel solutions to the hot topics in electronics are strongly recommended.
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