An \frac-Approximation Algorithm for Maximizing Coverage Capability in Mobile Air Quality Monitoring Systems
In this paper, we focus on broadening the monitoring area of a mobile air quality monitoring system, in which the sensors mounted on buses. In particular, we investigate the optimal buses to place the sensors and the optimal monitoring timings to maximize the number of monitored critical regions. We...
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| Published in: | Proceedings (IEEE International Symposium on Network Computing and Applications. Online) pp. 1 - 4 |
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| Main Authors: | , , , , |
| Format: | Conference Proceeding |
| Language: | English |
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24.11.2020
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| ISSN: | 2643-7929 |
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| Abstract | In this paper, we focus on broadening the monitoring area of a mobile air quality monitoring system, in which the sensors mounted on buses. In particular, we investigate the optimal buses to place the sensors and the optimal monitoring timings to maximize the number of monitored critical regions. We mathematically formulate the targeted problem. Then, we leverage the greedy approach to propose a polynomial-time \frac{e-1}{2e-1} approximation algorithm. We use the data of real bus routes in Hanoi, Vietnam, for the experimentation and show that the proposed algorithm guarantees an average performance ratio of 63.87%. |
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| AbstractList | In this paper, we focus on broadening the monitoring area of a mobile air quality monitoring system, in which the sensors mounted on buses. In particular, we investigate the optimal buses to place the sensors and the optimal monitoring timings to maximize the number of monitored critical regions. We mathematically formulate the targeted problem. Then, we leverage the greedy approach to propose a polynomial-time \frac{e-1}{2e-1} approximation algorithm. We use the data of real bus routes in Hanoi, Vietnam, for the experimentation and show that the proposed algorithm guarantees an average performance ratio of 63.87%. |
| Author | Do, Phan Thuan Nguyen, Trung Hieu Nguyen, Viet Dung Le Nguyen, Phi Nguyen, Kien |
| Author_xml | – sequence: 1 givenname: Viet Dung surname: Nguyen fullname: Nguyen, Viet Dung email: dungnv@soict.hust.edu.vn organization: School of Information and Communication Technology, Hanoi University of Science and Technology,Hanoi,Vietnam – sequence: 2 givenname: Phi surname: Le Nguyen fullname: Le Nguyen, Phi email: lenp@soict.hust.edu.vn organization: School of Information and Communication Technology, Hanoi University of Science and Technology,Hanoi,Vietnam – sequence: 3 givenname: Trung Hieu surname: Nguyen fullname: Nguyen, Trung Hieu email: hieu.nt164813@sis.hust.edu.vn organization: School of Information and Communication Technology, Hanoi University of Science and Technology,Hanoi,Vietnam – sequence: 4 givenname: Kien surname: Nguyen fullname: Nguyen, Kien email: nguyen@chiba-u.jp organization: Graduate School of Engineering, Chiba University,Chiba,Japan – sequence: 5 givenname: Phan Thuan surname: Do fullname: Do, Phan Thuan email: thuandp@soict.hust.edu.vn organization: School of Information and Communication Technology, Hanoi University of Science and Technology,Hanoi,Vietnam |
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| Snippet | In this paper, we focus on broadening the monitoring area of a mobile air quality monitoring system, in which the sensors mounted on buses. In particular, we... |
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| SubjectTerms | Air quality Approximation algorithms Greedy algorithms Mobile air quality monitoring Monitoring polynomial-time approximation algorithm Sensor systems Sensors target coverage maximization Wireless sensor networks |
| Title | An \frac-Approximation Algorithm for Maximizing Coverage Capability in Mobile Air Quality Monitoring Systems |
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