Energy harvesting-based data uploading for Internet of Things
Abstract Uploading data from tremendous devices is one of the most challenging tasks for Internet of Things (IoT) due to the heterogeneous data features and the energy constraints of IoT devices. In this paper, we study the data uploading problem from two tiers. In the first tier, we focus on the sc...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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SpringerOpen
2019-06-01
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| Series: | EURASIP Journal on Wireless Communications and Networking |
| Subjects: | |
| Online Access: | http://link.springer.com/article/10.1186/s13638-019-1421-5 |
| _version_ | 1818487166959878144 |
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| author | Gaofei Sun Xiaoshuang Xing Xiangping Qin |
| author_facet | Gaofei Sun Xiaoshuang Xing Xiangping Qin |
| author_sort | Gaofei Sun |
| collection | DOAJ |
| description | Abstract Uploading data from tremendous devices is one of the most challenging tasks for Internet of Things (IoT) due to the heterogeneous data features and the energy constraints of IoT devices. In this paper, we study the data uploading problem from two tiers. In the first tier, we focus on the scheduling of data uploading from different IoT devices to a specific access point (AP) by considering the heterogeneous data features such as the freshness of the data, the data length, the data uploading period, and the energy state of the IoT device. In the second tier, we deal with the selection among different APs for one IoT device. An AP selection algorithm is proposed and we prove that the AP selection process would eventually reach a stable state. Simulation study shows that our proposed algorithm can improve the successful data uploading rate and the time slot utilization. |
| first_indexed | 2024-12-10T16:34:03Z |
| format | Article |
| id | doaj.art-3e7e76d77b6c4cefa4b9ab042006c16b |
| institution | Directory Open Access Journal |
| issn | 1687-1499 |
| language | English |
| last_indexed | 2024-12-10T16:34:03Z |
| publishDate | 2019-06-01 |
| publisher | SpringerOpen |
| record_format | Article |
| series | EURASIP Journal on Wireless Communications and Networking |
| spelling | doaj.art-3e7e76d77b6c4cefa4b9ab042006c16b2022-12-22T01:41:28ZengSpringerOpenEURASIP Journal on Wireless Communications and Networking1687-14992019-06-012019111310.1186/s13638-019-1421-5Energy harvesting-based data uploading for Internet of ThingsGaofei Sun0Xiaoshuang Xing1Xiangping Qin2Changshu Institute of TechnologyChangshu Institute of TechnologyChangshu Institute of TechnologyAbstract Uploading data from tremendous devices is one of the most challenging tasks for Internet of Things (IoT) due to the heterogeneous data features and the energy constraints of IoT devices. In this paper, we study the data uploading problem from two tiers. In the first tier, we focus on the scheduling of data uploading from different IoT devices to a specific access point (AP) by considering the heterogeneous data features such as the freshness of the data, the data length, the data uploading period, and the energy state of the IoT device. In the second tier, we deal with the selection among different APs for one IoT device. An AP selection algorithm is proposed and we prove that the AP selection process would eventually reach a stable state. Simulation study shows that our proposed algorithm can improve the successful data uploading rate and the time slot utilization.http://link.springer.com/article/10.1186/s13638-019-1421-5Energy harvestingData uploadingInternet of Things |
| spellingShingle | Gaofei Sun Xiaoshuang Xing Xiangping Qin Energy harvesting-based data uploading for Internet of Things EURASIP Journal on Wireless Communications and Networking Energy harvesting Data uploading Internet of Things |
| title | Energy harvesting-based data uploading for Internet of Things |
| title_full | Energy harvesting-based data uploading for Internet of Things |
| title_fullStr | Energy harvesting-based data uploading for Internet of Things |
| title_full_unstemmed | Energy harvesting-based data uploading for Internet of Things |
| title_short | Energy harvesting-based data uploading for Internet of Things |
| title_sort | energy harvesting based data uploading for internet of things |
| topic | Energy harvesting Data uploading Internet of Things |
| url | http://link.springer.com/article/10.1186/s13638-019-1421-5 |
| work_keys_str_mv | AT gaofeisun energyharvestingbaseddatauploadingforinternetofthings AT xiaoshuangxing energyharvestingbaseddatauploadingforinternetofthings AT xiangpingqin energyharvestingbaseddatauploadingforinternetofthings |