Parameter analysis and optimization of polling-based medium access control protocol for multi-sensor communication
In this article, a comprehensive parameter analysis for the polling-based medium access control protocol is executed. The theoretical expressions of the relationship between network parameters and performance including delay and energy consumption are given for the first time. The specific conclusio...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2021-04-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1177/15501477211007412 |
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| author | Jialin Guo Fufang Li Tian Wang Shaobo Zhang Yuqing Zhao |
| author_facet | Jialin Guo Fufang Li Tian Wang Shaobo Zhang Yuqing Zhao |
| author_sort | Jialin Guo |
| collection | DOAJ |
| description | In this article, a comprehensive parameter analysis for the polling-based medium access control protocol is executed. The theoretical expressions of the relationship between network parameters and performance including delay and energy consumption are given for the first time. The specific conclusions in this article are as follows: (1) awake duration is the parameter that has the greatest impact on delay and energy consumption. Increasing the duty cycle (awake duration) will effectively reduce the delay, but will also increase the energy consumption within a certain range; (2) increasing polling duration can reduce the delay, but it will also increase the energy consumption; and (3) more forwarding nodes cause a smaller delay, and it can save the energy with modest increase of delay by reducing the polling duration. An adaptive parameter optimization polling-based medium access control protocol is proposed to optimize network performance. In this protocol, the residual energy gets fully used to increase awake duration and polling duration, which makes the delay smaller, and the network maintains a long lifetime meanwhile. Based on the results of the analysis, the adaptive parameter optimization polling-based medium access control protocol proposed in this article reduces the delay by 22.40% and increases the energy efficiency by 23.25%. |
| format | Article |
| id | doaj-art-81d0a78f6b2547af92c31feccbfef838 |
| institution | Kabale University |
| issn | 1550-1477 |
| language | English |
| publishDate | 2021-04-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-81d0a78f6b2547af92c31feccbfef8382025-02-03T06:45:32ZengWileyInternational Journal of Distributed Sensor Networks1550-14772021-04-011710.1177/15501477211007412Parameter analysis and optimization of polling-based medium access control protocol for multi-sensor communicationJialin Guo0Fufang Li1Tian Wang2Shaobo Zhang3Yuqing Zhao4School of Computer Science and Engineering, Central South University, Changsha, ChinaSchool of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, ChinaInstitute of Artificial Intelligence and Future Networks, Beijing Normal University – Hong Kong Baptist University United International College (UIC), Zhuhai, ChinaSchool of Computer Science and Technology, Hunan University of Science and Technology, Xiangtan, ChinaSchool of Computer Science and Engineering, Central South University, Changsha, ChinaIn this article, a comprehensive parameter analysis for the polling-based medium access control protocol is executed. The theoretical expressions of the relationship between network parameters and performance including delay and energy consumption are given for the first time. The specific conclusions in this article are as follows: (1) awake duration is the parameter that has the greatest impact on delay and energy consumption. Increasing the duty cycle (awake duration) will effectively reduce the delay, but will also increase the energy consumption within a certain range; (2) increasing polling duration can reduce the delay, but it will also increase the energy consumption; and (3) more forwarding nodes cause a smaller delay, and it can save the energy with modest increase of delay by reducing the polling duration. An adaptive parameter optimization polling-based medium access control protocol is proposed to optimize network performance. In this protocol, the residual energy gets fully used to increase awake duration and polling duration, which makes the delay smaller, and the network maintains a long lifetime meanwhile. Based on the results of the analysis, the adaptive parameter optimization polling-based medium access control protocol proposed in this article reduces the delay by 22.40% and increases the energy efficiency by 23.25%.https://doi.org/10.1177/15501477211007412 |
| spellingShingle | Jialin Guo Fufang Li Tian Wang Shaobo Zhang Yuqing Zhao Parameter analysis and optimization of polling-based medium access control protocol for multi-sensor communication International Journal of Distributed Sensor Networks |
| title | Parameter analysis and optimization of polling-based medium access control protocol for multi-sensor communication |
| title_full | Parameter analysis and optimization of polling-based medium access control protocol for multi-sensor communication |
| title_fullStr | Parameter analysis and optimization of polling-based medium access control protocol for multi-sensor communication |
| title_full_unstemmed | Parameter analysis and optimization of polling-based medium access control protocol for multi-sensor communication |
| title_short | Parameter analysis and optimization of polling-based medium access control protocol for multi-sensor communication |
| title_sort | parameter analysis and optimization of polling based medium access control protocol for multi sensor communication |
| url | https://doi.org/10.1177/15501477211007412 |
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