Development of a Low-cost System Using RFID for Automatic Collection of Agricultural Records

Development of a Low-cost System Using RFID for Automatic Collection of Agricultural Records

Much information is now stored “in the cloud”, but time and labor to input information pose a bottleneck. Here, we propose a system for gathering environmental data automatically and estimating the work needed from the acquired data with the aim of reducing labor through the automation of farm work...

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Veröffentlicht in:Agricultural Information Research 2017, Vol.26(4), pp.87-99
Hauptverfasser: Murakami, Yukikazu, Ando, Mizuki, Imamura, Genki, Miyamoto, Miyu, Kristanto, Tirto Utomo Slamet
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Sprache:eng ; jpn
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automatic record, farm work
low price
machine learning
N/E ratio analysis
RFID
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container_end_page 99
container_issue 4
container_start_page 87
container_title Agricultural Information Research
container_volume 26
creator Murakami, Yukikazu
Ando, Mizuki
Imamura, Genki
Miyamoto, Miyu
Kristanto, Tirto Utomo Slamet
description Much information is now stored “in the cloud”, but time and labor to input information pose a bottleneck. Here, we propose a system for gathering environmental data automatically and estimating the work needed from the acquired data with the aim of reducing labor through the automation of farm work records. Our method obtains information using radio frequency identification in the UHF band and categorizes farm work using a naive Bayes classifier. To disseminate this system, we developed it with a low cost structure. In this paper we report the configuration of the proposed system and the results of a demonstration.
doi_str_mv 10.3173/air.26.87
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source J-STAGE Free; EZB-FREE-00999 freely available EZB journals
subjects automatic record, farm work
low price
machine learning
N/E ratio analysis
RFID
title Development of a Low-cost System Using RFID for Automatic Collection of Agricultural Records
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