Performance of send-on-delta sampling schemes with prediction

K. Staszek, S. Koryciak, M. Miśkowicz
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引用次数: 11

Abstract

In the paper, the performance of the sampling algorithm as a measure that evaluates together the sampling cost and the sampling accuracy is introduced and analyzed. We define the sampling cost as a number of samples in a unit of time and respectively the sampling accuracy as the mean intersampling error. On the basis of the sampling scheme performance measure, we compare the pure send-on-delta scheme and the send-on-delta scheme with prediction because these sampling algorithms are developed on controlling the linear intersampling error. As shown on the basis of simulation results, the send-on-delta schemes with first or second-order prediction outperforms the classical periodic sampling, and the pure send-on-delta scheme.
带预测的增量上发送采样方案的性能
本文介绍并分析了采样算法作为一种综合评价采样成本和采样精度的指标的性能。我们将采样代价定义为单位时间内的采样次数,将采样精度定义为平均采样间误差。在采样方案性能度量的基础上,我们比较了纯增量发送方案和带预测的增量发送方案,因为这两种采样算法都是在控制线性采样间误差的基础上发展起来的。仿真结果表明,具有一阶或二阶预测的增量发送方案优于经典的周期采样方案和纯增量发送方案。
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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