不同传感序列下 ISAC 性能的实验研究

IF 3.7 3区 计算机科学 Q2 TELECOMMUNICATIONS IEEE Communications Letters Pub Date : 2024-09-06 DOI:10.1109/LCOMM.2024.3455779
Diao Wang;Weiwei Chen;Yinghui He;Jianfeng Wang;Haiyan Luo;Guanding Yu
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引用次数: 0

摘要

综合传感与通信(ISAC)已被视为 6G 的关键技术之一,旨在利用无线信号实现智能传感应用。然而,现有研究仅限于智能传感应用的算法设计,对影响传感性能的参数尚未进行深入探讨。为了填补这一空白,我们在这封信中通过实际评估研究了传感序列和通信参数对性能的影响。具体来说,我们开发了一个基于 USRP X310 的传感平台,并提出了一种新型数据包检测算法和一种时间同步算法。我们在不同的序列和通信参数下进行了两个典型应用,即人体姿势识别和动态手势识别。大量结果表明,不同序列下的传感性能是相同的,并充分研究了传感性能与通信参数之间的关系。
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Experimental Study on ISAC Performance With Different Sensing Sequences
Integrated sensing and communication (ISAC) has been recognized as one of the key techniques for 6G, aiming at realizing smart sensing applications using wireless signals. However, existing investigations are limited to the algorithm design for smart sensing applications, and the parameters affecting sensing performance have not been thoroughly explored. To fill this gap, we study the impact of sensing sequences and communication parameters on the performance with real-world evaluations in this letter. Specifically, we develop a sensing platform based on USRP X310 and propose a novel packet detection algorithm as well as a time synchronization algorithm. Two typical applications, i.e., human pose recognition and dynamic gesture recognition, have been conducted under different sequences and communication parameters. The extensive results indicate that the sensing performance is identical across various sequences, and the relationship between the sensing performance and communication parameters is fully investigated.
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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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