Adaptive Control of the Packet Transmission Period with Solar Energy Harvesting Prediction in Wireless Sensor Networks
A number of research works has studied packet scheduling policies in energy scavenging wireless sensor networks, based on the predicted amount of harvested energy. Most of them aim to achieve energy neutrality, which means that an embedded system can operate perpetually while meeting application req...
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| Format: | Article |
| Language: | English |
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MDPI AG
2015-04-01
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| Series: | Sensors |
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| Online Access: | http://www.mdpi.com/1424-8220/15/5/9741 |
| _version_ | 1828348795940765696 |
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| author | Kideok Kwon Jihoon Yang Younghwan Yoo |
| author_facet | Kideok Kwon Jihoon Yang Younghwan Yoo |
| author_sort | Kideok Kwon |
| collection | DOAJ |
| description | A number of research works has studied packet scheduling policies in energy scavenging wireless sensor networks, based on the predicted amount of harvested energy. Most of them aim to achieve energy neutrality, which means that an embedded system can operate perpetually while meeting application requirements. Unlike other renewable energy sources, solar energy has the feature of distinct periodicity in the amount of harvested energy over a day. Using this feature, this paper proposes a packet transmission control policy that can enhance the network performance while keeping sensor nodes alive. Furthermore, this paper suggests a novel solar energy prediction method that exploits the relation between cloudiness and solar radiation. The experimental results and analyses show that the proposed packet transmission policy outperforms others in terms of the deadline miss rate and data throughput. Furthermore, the proposed solar energy prediction method can predict more accurately than others by 6.92%. |
| first_indexed | 2024-04-14T01:00:13Z |
| format | Article |
| id | doaj.art-1f655fcb1acd4225a0e95334ed62574d |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-04-14T01:00:13Z |
| publishDate | 2015-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-1f655fcb1acd4225a0e95334ed62574d2022-12-22T02:21:26ZengMDPI AGSensors1424-82202015-04-011559741975510.3390/s150509741s150509741Adaptive Control of the Packet Transmission Period with Solar Energy Harvesting Prediction in Wireless Sensor NetworksKideok Kwon0Jihoon Yang1Younghwan Yoo2Department of Computer Engineering, Pusan National University, Busandaehak-ro 63beon-gil Geumjeong-gu, Busan 609-735, KoreaDepartment of Computer Engineering, Pusan National University, Busandaehak-ro 63beon-gil Geumjeong-gu, Busan 609-735, KoreaDepartment of Computer Engineering, Pusan National University, Busandaehak-ro 63beon-gil Geumjeong-gu, Busan 609-735, KoreaA number of research works has studied packet scheduling policies in energy scavenging wireless sensor networks, based on the predicted amount of harvested energy. Most of them aim to achieve energy neutrality, which means that an embedded system can operate perpetually while meeting application requirements. Unlike other renewable energy sources, solar energy has the feature of distinct periodicity in the amount of harvested energy over a day. Using this feature, this paper proposes a packet transmission control policy that can enhance the network performance while keeping sensor nodes alive. Furthermore, this paper suggests a novel solar energy prediction method that exploits the relation between cloudiness and solar radiation. The experimental results and analyses show that the proposed packet transmission policy outperforms others in terms of the deadline miss rate and data throughput. Furthermore, the proposed solar energy prediction method can predict more accurately than others by 6.92%.http://www.mdpi.com/1424-8220/15/5/9741WSNenergy harvestingsolar energypacket transmission period control |
| spellingShingle | Kideok Kwon Jihoon Yang Younghwan Yoo Adaptive Control of the Packet Transmission Period with Solar Energy Harvesting Prediction in Wireless Sensor Networks Sensors WSN energy harvesting solar energy packet transmission period control |
| title | Adaptive Control of the Packet Transmission Period with Solar Energy Harvesting Prediction in Wireless Sensor Networks |
| title_full | Adaptive Control of the Packet Transmission Period with Solar Energy Harvesting Prediction in Wireless Sensor Networks |
| title_fullStr | Adaptive Control of the Packet Transmission Period with Solar Energy Harvesting Prediction in Wireless Sensor Networks |
| title_full_unstemmed | Adaptive Control of the Packet Transmission Period with Solar Energy Harvesting Prediction in Wireless Sensor Networks |
| title_short | Adaptive Control of the Packet Transmission Period with Solar Energy Harvesting Prediction in Wireless Sensor Networks |
| title_sort | adaptive control of the packet transmission period with solar energy harvesting prediction in wireless sensor networks |
| topic | WSN energy harvesting solar energy packet transmission period control |
| url | http://www.mdpi.com/1424-8220/15/5/9741 |
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