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A New Network-Based Synchronization Approach for Pseudolite and Improvements on Robustness

机译:一种新的基于网络的伪坐同步方法和鲁棒性的改进

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The accuracy and precision of clock synchronization plays an important role in synchronized pseudolite systems. Though the atomic clock is a favorable choice for time-keeping application, the crystal oscillator is obviously more desirable in view of the cost. Due to the lower stability and accuracy of crystal oscillators, additional approaches for frequency transfer and time offset calibration are required for a pseudolite network, and approaches based on wireless links are very desirable for their convenience. However, due to the immobility of pseudolites and complicated wireless environments, the measurements unavoidably contain constant errors, such as the multipath error and the tropospheric delay. From a global perspective, if pseudolites are able to receive signals from multiple other pseudolites, there will be more information available to mitigate the influences of errors mentioned above, which is a motivation of this work. The measurements are collected from the whole network, and the clock offsets of all pseudolites are estimated together. Moreover, in our approach, the pseudolite use all received signals to compute the frequency correction for itself. Also, the robustness is considered and relevant improvements are discussed in this paper. In harsh environment, the Least-Square estimation may be severely deteriorated by abnormal measurements of large bias. We put forward an alternative method by using robust estimator. By feat of the measurements from the whole network, Lorentzian estimator is involved to automatically mitigate their bad influences and improve the robustness of our approach The paper describes the main procedure of the network-based synchronization approach. Its performance is verified based on results of Monte-Carlo simulations. Simulation results show that when no abnormal signals are involved, the Lorentzian estimator will obtain a sub-optimal estimation with a slightly worse performance than Least-squares (LS). However, it significantly outperforms LS estimation under the influence of abnormal signals. We also discuss the selection of parameters for the Lorentzian estimator and the influences on the final performance. The precision of the proposed frequency transfer approach which combines signals from multiple pseudolites is verified as well.
机译:时钟同步的准确性和精度在同步伪体系中起着重要作用。虽然原子钟是时间保持应用的有利选择,但鉴于成本,晶体振荡器明显更理想。由于晶体振荡器的稳定性和准确性较低,伪旋转网络需要额外的频率传输和时间偏移校准方法,并且基于无线链路的方法非常希望其便利性​​。然而,由于假岩和复杂的无线环境的不动,测量不可避免地含有恒定误差,例如多径误差和对流层延迟。从全局角度来看,如果Pseudolites能够接收来自多个其他伪物质的信号,则会有更多的信息可用于减轻上述误差的影响,这是对这项工作的动机。从整个网络收集测量值,并且估计所有伪岩的时钟偏移。此外,在我们的方法中,伪位使用所有接收信号来计算自身的频率校正。此外,考虑了鲁棒性,并在本文中讨论了相关的改进。在恶劣的环境中,通过大偏差的异常测量,最小二乘估计可能严重恶化。我们通过使用稳健的估算器提出了一种替代方法。通过整个网络的测量来看,Lorentzian估计器涉及自动减轻他们的不良影响并提高我们方法的稳健性本文描述了基于网络的同步方法的主要过程。它的性能是根据Monte-Carlo仿真的结果验证的。仿真结果表明,当没有涉及异常信号时,Lorentzian估计器将获得比最小二乘(LS)略差更差的性能的次优估计。然而,它在异常信号的影响下显着优于LS估计。我们还讨论了Lorentzian估计的参数选择以及对最终表现的影响。验证了组合来自多个伪岩的信号的频率传递方法的精度。

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