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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Hindawi
2022
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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 |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-9578858 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT tianmiao constructionofcomputerenglishcorpusassistedbyinternetofthingsinformationperceptionandinteractiontechnology |