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Sequential Fixed Width Confidence Intervals for the Offset Between Two Network Clocks

机译:两个网络时钟之间的偏移量的顺序固定宽度置信区间

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摘要

Estimation of the offset between two network clocks has received a lot of attention in the literature, with the motivating force being data networking applications that require synchronous communication protocols. Statistical modeling techniques have been used to develop improved estimation algorithms, with a recent development being the construction of a confidence interval based on a fixed sample size. Lacking in the fixed sample size confidence interval procedures is a useable relationship between sample size and the width of the resulting confidence interval. Were that available, an optimum sample size could be determined to achieve a specified level of precision in the estimator and thereby improve the efficiency of the estimation procedure by reducing unnecessary overhead in the network that is associated with collecting the data used by the estimation schemes. A fixed sample size confidence interval that has a prescribed width is not available for this problem. However, in this paper we develop and compare alternative sequential intervals with fixed width and demonstrate that an effective solution is available.
机译:在文献中,两个网络时钟之间的偏移量估计已经引起了很多关注,其动力是需要同步通信协议的数据网络应用。统计建模技术已用于开发改进的估计算法,最近的发展是基于固定样本大小的置信区间的构建。固定样本大小置信区间过程的缺乏是样本大小与所得置信区间的宽度之间的有用关系。在可用的情况下,可以确定最佳样本大小,以在估计器中达到指定的精度水平,从而通过减少网络中与收集估计方案所使用的数据相关的不必要开销来提高估计过程的效率。具有指定宽度的固定样本大小置信区间不适用于此问题。但是,在本文中,我们开发并比较了固定宽度的替代顺序间隔,并证明了有效的解决方案。

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