Exploring a Design of Landslide Monitoring System
Landslide is a critical natural geological hazard that causes severe damage to property, infrastructure, and humans. In general, some location-specific factors trigger a landslide. Wireless sensor network (WSN) is an enabling technology to monitor most of the parameters associated with these factors...
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| Format: | Article |
| Language: | English |
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Wiley
2021-01-01
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| Series: | Complexity |
| Online Access: | http://dx.doi.org/10.1155/2021/5552417 |
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| author | Rahat Khan Suhail Yousaf Abdul Haseeb Muhammad Irfan Uddin |
| author_facet | Rahat Khan Suhail Yousaf Abdul Haseeb Muhammad Irfan Uddin |
| author_sort | Rahat Khan |
| collection | DOAJ |
| description | Landslide is a critical natural geological hazard that causes severe damage to property, infrastructure, and humans. In general, some location-specific factors trigger a landslide. Wireless sensor network (WSN) is an enabling technology to monitor most of the parameters associated with these factors. A challenge in landslide monitoring through WSN is that each sensed data item might be critical whereas the underlying wireless communication is often unreliable. In case of landslides, the terrains have irregular shapes, providing harsh conditions for wireless communication thereby more data loss may be expected. This study focuses on the effect of lossy communication in WSN on the efficiency and accuracy of landslide monitoring systems. To this end, collaborative local data analysis is used to enable each node to decide locally whether its sensed data corresponds to a potential event-of-interest. Through extensive simulations, the performance of various landslide prediction and detection models has been evaluated. By and large, the study lets a significant insight into landslide monitoring before implementing a parameterized application for real-world deployment. |
| format | Article |
| id | doaj-art-da6aa2cf22c94a8997f2d758248b5a16 |
| institution | Kabale University |
| issn | 1076-2787 1099-0526 |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Complexity |
| spelling | doaj-art-da6aa2cf22c94a8997f2d758248b5a162025-02-03T01:05:27ZengWileyComplexity1076-27871099-05262021-01-01202110.1155/2021/55524175552417Exploring a Design of Landslide Monitoring SystemRahat Khan0Suhail Yousaf1Abdul Haseeb2Muhammad Irfan Uddin3Department of Computer Science & IT, University of Engineering and Technology, Peshawar 64000, PakistanDepartment of Computer Science & IT, University of Engineering and Technology, Peshawar 64000, PakistanDepartment of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj 11942, Saudi ArabiaInstitute of Computing, Kohat University of Science and Technology, Kohat 26000, PakistanLandslide is a critical natural geological hazard that causes severe damage to property, infrastructure, and humans. In general, some location-specific factors trigger a landslide. Wireless sensor network (WSN) is an enabling technology to monitor most of the parameters associated with these factors. A challenge in landslide monitoring through WSN is that each sensed data item might be critical whereas the underlying wireless communication is often unreliable. In case of landslides, the terrains have irregular shapes, providing harsh conditions for wireless communication thereby more data loss may be expected. This study focuses on the effect of lossy communication in WSN on the efficiency and accuracy of landslide monitoring systems. To this end, collaborative local data analysis is used to enable each node to decide locally whether its sensed data corresponds to a potential event-of-interest. Through extensive simulations, the performance of various landslide prediction and detection models has been evaluated. By and large, the study lets a significant insight into landslide monitoring before implementing a parameterized application for real-world deployment.http://dx.doi.org/10.1155/2021/5552417 |
| spellingShingle | Rahat Khan Suhail Yousaf Abdul Haseeb Muhammad Irfan Uddin Exploring a Design of Landslide Monitoring System Complexity |
| title | Exploring a Design of Landslide Monitoring System |
| title_full | Exploring a Design of Landslide Monitoring System |
| title_fullStr | Exploring a Design of Landslide Monitoring System |
| title_full_unstemmed | Exploring a Design of Landslide Monitoring System |
| title_short | Exploring a Design of Landslide Monitoring System |
| title_sort | exploring a design of landslide monitoring system |
| url | http://dx.doi.org/10.1155/2021/5552417 |
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