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Construction of Computer English Corpus Assisted by Internet of Things Information Perception and Interaction Technology

Aiming at the situation that multiple sensing devices in the sensing layer sense the same sensing quantity, multiple redundant measurement data will be generated. In this paper, an improved Kalman filtering algorithm is used. The algorithm combines with numerical test theory to remove abnormal error...

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Autor principal: Tian, Miao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9578858/
https://www.ncbi.nlm.nih.gov/pubmed/36268155
http://dx.doi.org/10.1155/2022/6803802
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author Tian, Miao
author_facet Tian, Miao
author_sort Tian, Miao
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description Aiming at the situation that multiple sensing devices in the sensing layer sense the same sensing quantity, multiple redundant measurement data will be generated. In this paper, an improved Kalman filtering algorithm is used. The algorithm combines with numerical test theory to remove abnormal error data before filtering, thereby reducing the error of filtering result and improving its reliability. The parallel multiprotocol processing mechanism of the gateway is designed, and the IoT gateway has a hierarchical modular processing design for different protocol signals of the heterogeneous perception layer. The web interaction function with good platform versatility is designed to provide a visual interaction interface for the application layer, which is convenient for the application layer terminal to monitor and manage the perception layer equipment. This paper realizes the retrieval and query function of keywords, wrong sentences, and English character errors. This corpus enriches the less existing Madagascar corpus and establishes a separate English character error query database. This paper describes the overall process of corpus from preliminary preparation to establishment and the related use instructions of corpus, makes a statistical analysis of the current corpus data, and puts forward some suggestions for building a computer English corpus according to the analysis results.
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spelling pubmed-95788582022-10-19 Construction of Computer English Corpus Assisted by Internet of Things Information Perception and Interaction Technology Tian, Miao Comput Intell Neurosci Research Article Aiming at the situation that multiple sensing devices in the sensing layer sense the same sensing quantity, multiple redundant measurement data will be generated. In this paper, an improved Kalman filtering algorithm is used. The algorithm combines with numerical test theory to remove abnormal error data before filtering, thereby reducing the error of filtering result and improving its reliability. The parallel multiprotocol processing mechanism of the gateway is designed, and the IoT gateway has a hierarchical modular processing design for different protocol signals of the heterogeneous perception layer. The web interaction function with good platform versatility is designed to provide a visual interaction interface for the application layer, which is convenient for the application layer terminal to monitor and manage the perception layer equipment. This paper realizes the retrieval and query function of keywords, wrong sentences, and English character errors. This corpus enriches the less existing Madagascar corpus and establishes a separate English character error query database. This paper describes the overall process of corpus from preliminary preparation to establishment and the related use instructions of corpus, makes a statistical analysis of the current corpus data, and puts forward some suggestions for building a computer English corpus according to the analysis results. Hindawi 2022-10-11 /pmc/articles/PMC9578858/ /pubmed/36268155 http://dx.doi.org/10.1155/2022/6803802 Text en Copyright © 2022 Miao Tian. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Tian, Miao
Construction of Computer English Corpus Assisted by Internet of Things Information Perception and Interaction Technology
title Construction of Computer English Corpus Assisted by Internet of Things Information Perception and Interaction Technology
title_full Construction of Computer English Corpus Assisted by Internet of Things Information Perception and Interaction Technology
title_fullStr Construction of Computer English Corpus Assisted by Internet of Things Information Perception and Interaction Technology
title_full_unstemmed Construction of Computer English Corpus Assisted by Internet of Things Information Perception and Interaction Technology
title_short Construction of Computer English Corpus Assisted by Internet of Things Information Perception and Interaction Technology
title_sort construction of computer english corpus assisted by internet of things information perception and interaction technology
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9578858/
https://www.ncbi.nlm.nih.gov/pubmed/36268155
http://dx.doi.org/10.1155/2022/6803802
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