A Position Prediction-Assisted Two-Way Time Synchronization Algorithm for Highly Mobile Networks

Jiachi Zhang, Xueyun Wang, L. Liu, Kai Wang, Ju Zhang
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Abstract

The two-way time transfer is a widely used method to realize time synchronization for a network. Nonetheless, the high mobility of an Ad Hoc causes asymmetric link propagation delays, deteriorating the synchronization performance consequently. In this paper, we investigate the two-way time synchronization in high-mobility scenarios and propose a novel position prediction-assisted synchronization scheme. Specifically, the Kalman filter is utilized to estimate the position and velocities for all nodes. On this basis, we can obtain the propagation delay errors for asymmetric links caused by high mobility. Then, the prediction-based delay error is compensated to the actual case. Relevant simulation results show that our proposal can bring down the propagation delay error dramatically for highly mobile scenarios. Our findings provide some insights into the time synchronization of highly mobile Ad Hoc networks.
高度移动网络中位置预测辅助的双向时间同步算法
双向时间传输是实现网络时间同步的一种广泛使用的方法。然而,Ad Hoc的高迁移性会导致非对称链路传播延迟,从而降低同步性能。本文研究了高移动场景下的双向时间同步,提出了一种新的位置预测辅助同步方案。具体来说,利用卡尔曼滤波来估计所有节点的位置和速度。在此基础上,我们可以得到由高迁移率引起的非对称链路的传播延迟误差。然后,将基于预测的延迟误差补偿到实际情况。相关仿真结果表明,在高移动场景下,我们的方案可以显著降低传播延迟误差。我们的发现为高度移动的Ad Hoc网络的时间同步提供了一些见解。
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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