Research on embedded-based IoT information data collection technology
This paper focuses on the IoT information data acquisition technology based on embedded systems, including the overall structure of embedded systems, hardware design and selection, software system design and data acquisition algorithm design. In the data acquisition algorithm design, the IoT approxi...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Sciendo
2024-01-01
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| Series: | Applied Mathematics and Nonlinear Sciences |
| Subjects: | |
| Online Access: | https://doi.org/10.2478/amns.2023.2.00624 |
| _version_ | 1797340758860103680 |
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| author | Zhang Bing Yuan Jin |
| author_facet | Zhang Bing Yuan Jin |
| author_sort | Zhang Bing |
| collection | DOAJ |
| description | This paper focuses on the IoT information data acquisition technology based on embedded systems, including the overall structure of embedded systems, hardware design and selection, software system design and data acquisition algorithm design. In the data acquisition algorithm design, the IoT approximate data acquisition and reconstruction SR algorithm are proposed, and both the time dimension curvature and the spatial dimensional curvature are used in the sampling node selection. Finally, the simulation experiment of data acquisition technology based on embedded systems is conducted to analyze the data acquisition efficiency of mobile nodes. The outcomes demonstrate that the rebuilt SR algorithm has a data collection success rate of 0.91, and the sink locations are relatively evenly distributed throughout the sensing area and cover almost the entire sensing area. The research in this paper provides some guidance and reference for the embedded system, which is applied in the field of IoT information data acquisition. |
| first_indexed | 2024-03-08T10:07:58Z |
| format | Article |
| id | doaj.art-acf5491ef9e247f7a3ac0c2c5d172642 |
| institution | Directory Open Access Journal |
| issn | 2444-8656 |
| language | English |
| last_indexed | 2024-03-08T10:07:58Z |
| publishDate | 2024-01-01 |
| publisher | Sciendo |
| record_format | Article |
| series | Applied Mathematics and Nonlinear Sciences |
| spelling | doaj.art-acf5491ef9e247f7a3ac0c2c5d1726422024-01-29T08:52:34ZengSciendoApplied Mathematics and Nonlinear Sciences2444-86562024-01-019110.2478/amns.2023.2.00624Research on embedded-based IoT information data collection technologyZhang Bing0Yuan Jin11Institute of Information Engineering, Suqian University, Suqian, Jiangsu, 223800, China.1Institute of Information Engineering, Suqian University, Suqian, Jiangsu, 223800, China.This paper focuses on the IoT information data acquisition technology based on embedded systems, including the overall structure of embedded systems, hardware design and selection, software system design and data acquisition algorithm design. In the data acquisition algorithm design, the IoT approximate data acquisition and reconstruction SR algorithm are proposed, and both the time dimension curvature and the spatial dimensional curvature are used in the sampling node selection. Finally, the simulation experiment of data acquisition technology based on embedded systems is conducted to analyze the data acquisition efficiency of mobile nodes. The outcomes demonstrate that the rebuilt SR algorithm has a data collection success rate of 0.91, and the sink locations are relatively evenly distributed throughout the sensing area and cover almost the entire sensing area. The research in this paper provides some guidance and reference for the embedded system, which is applied in the field of IoT information data acquisition.https://doi.org/10.2478/amns.2023.2.00624embedded systemsinternet of thingsdata acquisition techniquesreconstruction sr algorithm78-02 |
| spellingShingle | Zhang Bing Yuan Jin Research on embedded-based IoT information data collection technology Applied Mathematics and Nonlinear Sciences embedded systems internet of things data acquisition techniques reconstruction sr algorithm 78-02 |
| title | Research on embedded-based IoT information data collection technology |
| title_full | Research on embedded-based IoT information data collection technology |
| title_fullStr | Research on embedded-based IoT information data collection technology |
| title_full_unstemmed | Research on embedded-based IoT information data collection technology |
| title_short | Research on embedded-based IoT information data collection technology |
| title_sort | research on embedded based iot information data collection technology |
| topic | embedded systems internet of things data acquisition techniques reconstruction sr algorithm 78-02 |
| url | https://doi.org/10.2478/amns.2023.2.00624 |
| work_keys_str_mv | AT zhangbing researchonembeddedbasediotinformationdatacollectiontechnology AT yuanjin researchonembeddedbasediotinformationdatacollectiontechnology |