A Robust Timing Synchronization Algorithm Based on PSSS for LTE-V2X

IF 2.6 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Ju Zhang, Bin Chen, Jiahui Qiu, Lingfan Zhuang, Zhiyuan Wang, Liu Liu
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Abstract

In recent years, Long-Term Evolution Vehicle-to-Everything (LTE-V2X) communication technology has received extensive attention. Timing synchronization is a crucial step in the receiving process, addressing Timing Offsets (TOs) resulting from random propagation delays, sampling frequency mismatches between the transmitter and receiver or a combination of both. However, the presence of high-speed relative movement between nodes and a low antenna height leads to a significant Doppler frequency offset, resulting in a low Signal-to-Noise Ratio (SNR) for received signals in LTE-V2X communication scenarios. This paper aims to investigate LTE-V2X technology with a specific focus on time synchronization. The research centers on the time synchronization method utilizing the Primary Sidelink Synchronization Signal (PSSS) and conducts a comprehensive analysis of existing algorithms, highlighting their respective advantages and disadvantages. On this basis, a robust timing synchronization algorithm for LTE-V2X communication scenarios is proposed. The algorithm comprises three key steps: coarse synchronization, frequency offset estimation and fine synchronization. Enhanced robustness is achieved through algorithm fusion, optimal decision threshold design and predefined frequency offset values. Furthermore, a hardware-in-the-loop simulation platform is established. The simulation results demonstrate a substantial performance improvement for the proposed algorithm compared to existing methods under adverse channel conditions characterized by high frequency offsets and low SNR.
基于 PSSS 的 LTE-V2X 稳健定时同步算法
近年来,长期演进车对物(LTE-V2X)通信技术受到广泛关注。定时同步是接收过程中的一个关键步骤,可解决因随机传播延迟、发射器和接收器之间的采样频率不匹配或两者共同作用而产生的定时偏移(TOs)问题。然而,由于节点之间存在高速相对运动,且天线高度较低,因此会产生显著的多普勒频率偏移,导致 LTE-V2X 通信场景中接收信号的信噪比(SNR)较低。本文旨在研究 LTE-V2X 技术,重点是时间同步。研究重点是利用主侧向链路同步信号(PSSS)的时间同步方法,并对现有算法进行了全面分析,强调了它们各自的优缺点。在此基础上,提出了一种适用于 LTE-V2X 通信场景的稳健定时同步算法。该算法包括三个关键步骤:粗同步、频率偏移估计和精同步。通过算法融合、优化决策阈值设计和预定义频率偏移值,增强了鲁棒性。此外,还建立了一个硬件在环仿真平台。仿真结果表明,在以高频偏移和低信噪比为特征的不利信道条件下,与现有方法相比,拟议算法的性能有了大幅提高。
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
Computers
Computers COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
5.40
自引率
3.60%
发文量
153
审稿时长
11 weeks
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