A toolkit for spatial interpolation and sensor placement: poster abstract
A toolkit for spatial interpolation and sensor placement: poster abstract
复制标题
用于空间插值和传感器放置的工具包：海报摘要
DOI：
10.1145/3384419.3430407
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发表时间：
2020
期刊：
影响因子：
--
通讯作者：
Nipun Batra
中科院分区：
文献类型：
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作者：
S. Narayanan;Zeel B Patel;Apoorv Agnihotri;Nipun Batra
传感是SenSys和相关社区的核心。然而，尽管最近取得了进展，但由于成本、维护等因素，细粒度空间传感仍然是一个挑战。因此，在不受监测的地点估计感测现象并战略性地安装传感器是至关重要的。在这项工作中，我们介绍了Polire -一个开源工具，它提供了一套用于空间插值和近场被动传感器放置的算法。我们复制了两篇关于这两项任务的现有论文，以显示Polire的有效性。我们认为，Polire是朝着降低传感和科学可重复性的进入壁垒迈出的重要一步。
Sensing is central to the SenSys and related communities. However, fine-grained spatial sensing remains a challenge despite recent advancements, owing to cost, maintenance, among other factors. Thus, estimating the sensed phenomenon at unmonitored locations and strategically installing sensors is of prime importance. In this work, we introduce Polire - an open-source tool that provides a suite of algorithms for spatial interpolation and near-field passive sensor placements. We replicate two existing papers on these two tasks to show the efficacy of Polire. We believe that Polire is an essential step towards lowering entry barriers towards sensing and scientific reproducibility.