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A Trajectory Model to Deal with Transmission Failures

机译:处理传输故障的轨迹模型

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摘要

A trajectory records the evolution of the position of a moving object in a space during a time interval. In Spaccapietra's trajectory model, trajectories are segmented in subintervals called stops and moves. On the other hand, during some periods failures can occur in the transmission of data of the trajectory causing missings of information. In this paper, we extend Spaccapietra's model by incorporating the missing information as a component of a trajectory. We consider this issue not only with regard to the object position but also with regard to other attributes of the trajectory (complementary attributes). We propose a classification for these attributes, depending on whether they are constant or variable during the stops and the moves. We also propose two algorithms: i) to convert a sequence of observations of a trajectory into stops, moves and missings. ii) to check that the data recorded for the attributes whose value must be constant is consistent.
机译:轨迹记录一个时间间隔内空间中移动物体位置的演变。在Spaccapietra的轨迹模型中,轨迹被细分为称为停止和移动的子间隔。另一方面,在某些时间段内,轨迹数据的传输可能会发生故障,从而导致信息丢失。在本文中,我们通过将缺少的信息作为轨迹的组成部分来扩展Spaccapietra的模型。我们不仅考虑对象位置,还考虑轨迹的其他属性(互补属性)。我们根据这些属性在停靠点和移动过程中是恒定的还是可变的,对它们进行分类。我们还提出了两种算法:i)将轨迹的观察序列转换为停止,移动和缺失。 ii)检查其值必须恒定的属性所记录的数据是否一致。

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