Resource scheduling based on routing tree and detection matrix for Internet of things
Effective scheduling of limited communication resources is one of the critical methods for data transmission in the Internet of things. However, the time slot utilization rate of many existing resource scheduling methods of Internet of things is not high. This article proposes a new efficient resour...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2021-03-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1177/15501477211003830 |
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| _version_ | 1849304283518861312 |
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| author | Hongying Bai Xiaotong Zhang Yuxin Liu Yingdong Xie |
| author_facet | Hongying Bai Xiaotong Zhang Yuxin Liu Yingdong Xie |
| author_sort | Hongying Bai |
| collection | DOAJ |
| description | Effective scheduling of limited communication resources is one of the critical methods for data transmission in the Internet of things. However, the time slot utilization rate of many existing resource scheduling methods of Internet of things is not high. This article proposes a new efficient resource scheduling based on routing tree and detection matrix for Internet of things. In heterogeneous Internet of things, according to the different working modes and functions, the nodes are divided into Internet of things devices, routing nodes, and base station. We use time slot multiplexing to improve the time slot utilization of continuous transmission in Internet of things. First, the time slot allocation table in a round is obtained by the time slot scheduling based on the routing tree. Then, the collision matrix and the transmission matrix are established based on the time slot allocation table in a round. Finally, the minimum time slot scheduling in continuous rounds is determined based on the routing tree and the detection matrix. The experimental results show that the resource scheduling based on routing tree and detection matrix effectively improves the utilization of time slots and improves the throughput of the Internet of things. |
| format | Article |
| id | doaj-art-19acbfcfaecb40c4942cc8d16e941391 |
| institution | Kabale University |
| issn | 1550-1477 |
| language | English |
| publishDate | 2021-03-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-19acbfcfaecb40c4942cc8d16e9413912025-08-20T03:55:47ZengWileyInternational Journal of Distributed Sensor Networks1550-14772021-03-011710.1177/15501477211003830Resource scheduling based on routing tree and detection matrix for Internet of thingsHongying Bai0Xiaotong Zhang1Yuxin Liu2Yingdong Xie3Ordos Institute of Technology, Ordos, ChinaUniversity of Science and Technology Beijing, Beijing, ChinaUniversity of Science and Technology Beijing, Beijing, ChinaOrdos Institute of Technology, Ordos, ChinaEffective scheduling of limited communication resources is one of the critical methods for data transmission in the Internet of things. However, the time slot utilization rate of many existing resource scheduling methods of Internet of things is not high. This article proposes a new efficient resource scheduling based on routing tree and detection matrix for Internet of things. In heterogeneous Internet of things, according to the different working modes and functions, the nodes are divided into Internet of things devices, routing nodes, and base station. We use time slot multiplexing to improve the time slot utilization of continuous transmission in Internet of things. First, the time slot allocation table in a round is obtained by the time slot scheduling based on the routing tree. Then, the collision matrix and the transmission matrix are established based on the time slot allocation table in a round. Finally, the minimum time slot scheduling in continuous rounds is determined based on the routing tree and the detection matrix. The experimental results show that the resource scheduling based on routing tree and detection matrix effectively improves the utilization of time slots and improves the throughput of the Internet of things.https://doi.org/10.1177/15501477211003830 |
| spellingShingle | Hongying Bai Xiaotong Zhang Yuxin Liu Yingdong Xie Resource scheduling based on routing tree and detection matrix for Internet of things International Journal of Distributed Sensor Networks |
| title | Resource scheduling based on routing tree and detection matrix for Internet of things |
| title_full | Resource scheduling based on routing tree and detection matrix for Internet of things |
| title_fullStr | Resource scheduling based on routing tree and detection matrix for Internet of things |
| title_full_unstemmed | Resource scheduling based on routing tree and detection matrix for Internet of things |
| title_short | Resource scheduling based on routing tree and detection matrix for Internet of things |
| title_sort | resource scheduling based on routing tree and detection matrix for internet of things |
| url | https://doi.org/10.1177/15501477211003830 |
| work_keys_str_mv | AT hongyingbai resourceschedulingbasedonroutingtreeanddetectionmatrixforinternetofthings AT xiaotongzhang resourceschedulingbasedonroutingtreeanddetectionmatrixforinternetofthings AT yuxinliu resourceschedulingbasedonroutingtreeanddetectionmatrixforinternetofthings AT yingdongxie resourceschedulingbasedonroutingtreeanddetectionmatrixforinternetofthings |