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Erschienen in: Wireless Personal Communications 1/2019

22.04.2019

Stabilizing Sensor Data Collection for Control of Environment-Friendly Clean Technologies Using Internet of Things

verfasst von: Robin Singh Bhadoria, Dhananjai Bajpai

Erschienen in: Wireless Personal Communications | Ausgabe 1/2019

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Abstract

The Internet of Things (IoT) is a network formed by smart devices whose core contains embedded technology in order to collect sensory information and exchange it with every single device present within the network. One major challenge in IoT is data stabilization of the sensory data collected by smart devices before it is fed into the cloud. Data collected by sensing devices suffer with random glitches, variation in volume; inter packet delay and data packet loss due to inline power fluctuations. The cleaning and filtration of such noisy characteristics must be done before restoring this raw data to some global repository. This paper advises a method for clean monitoring of captured environmental parameters and proposes few algorithms that help in stabilizing the captured sensory data on the basis of data packet volume, inter packet delay, data type and random amplitude levels. Such an approach supports service level implementation required by an enterprise for deploying error free stabilized data collection without any ambiguity in order to compute an accurate and sustainable result required for effective environmental parameter analysis.

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Metadaten
Titel
Stabilizing Sensor Data Collection for Control of Environment-Friendly Clean Technologies Using Internet of Things
verfasst von
Robin Singh Bhadoria
Dhananjai Bajpai
Publikationsdatum
22.04.2019
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 1/2019
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-019-06414-x

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