初始随机接入过程中用户定位与环境感知的新框架

IF 10.7 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Jingze Che;Zhaoyang Zhang;Hao Zhang;Zhaohui Yang;Lei Liu;Chongwen Huang
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引用次数: 0

摘要

初始随机接入是无线通信网络中一个至关重要的过程,它在基站和多个活跃用户之间建立可靠的连接。在此过程中,可以自然获取有用的连接信息来实现用户定位,并可以进一步利用多个用户的信道状态信息(CSI)来实现环境感知。另一方面,环境感知与用户定位高度相关,因为它需要用户特定的CSI,并受益于来自不同用户位置的多视图观测。因此,在本文中,我们提出了一个联合初始随机接入、环境感知和用户定位的框架。具体来说,正交频分复用(OFDM)系统中的过采样循环前缀(CPs)包含丰富的环境信息,可以用来实现增强的信道估计。基于信道估计结果进一步实现环境感知和用户定位,并对散射点进行聚类重构环境目标。仿真结果表明,该框架在用户定位和环境感知方面可以达到分米级的精度和89%左右的重构率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Novel Framework for User Positioning and Environment Sensing During Initial Random Access
Initial random access is a crucial process in wireless communication networks, which sets up reliable connections between the base station (BS) and multiple active users. In this procedure, useful connection information can be naturally obtained to achieve user positioning, and the channel state information (CSI) of multiple users can be further exploited to realize environment sensing. On the other hand, environment sensing is highly related to user positioning as it requires user-specific CSI and benefits from multi-view observations from different user positions. Therefore, in this paper, we propose a joint initial random access, environment sensing, and user positioning framework. Specifically, oversampled cyclic prefixes (CPs) in orthogonal frequency division multiplexing (OFDM) systems, which contain rich environmental information, can be exploited to achieve enhanced channel estimation. Environment sensing and user positioning are further implemented based on the channel estimation results, and the scatter points are then clustered to reconstruct the environment objects. The simulation results show that the proposed framework can achieve a decimeter-level accuracy and a reconstruction ratio of about 89% for user positioning and environment sensing.
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来源期刊
CiteScore
18.60
自引率
10.60%
发文量
708
审稿时长
5.6 months
期刊介绍: The IEEE Transactions on Wireless Communications is a prestigious publication that showcases cutting-edge advancements in wireless communications. It welcomes both theoretical and practical contributions in various areas. The scope of the Transactions encompasses a wide range of topics, including modulation and coding, detection and estimation, propagation and channel characterization, and diversity techniques. The journal also emphasizes the physical and link layer communication aspects of network architectures and protocols. The journal is open to papers on specific topics or non-traditional topics related to specific application areas. This includes simulation tools and methodologies, orthogonal frequency division multiplexing, MIMO systems, and wireless over optical technologies. Overall, the IEEE Transactions on Wireless Communications serves as a platform for high-quality manuscripts that push the boundaries of wireless communications and contribute to advancements in the field.
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