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DOI: 10.14569/IJACSA.2022.01304105
PDF

Route Planning using Wireless Sensor Network for Garbage Collection in COVID-19 Pandemic

Author 1: Javier E. Ramirez
Author 2: Caleb M. Santiago
Author 3: Angelica Kamiyama

International Journal of Advanced Computer Science and Applications(IJACSA), Volume 13 Issue 4, 2022.

  • Abstract and Keywords
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Abstract: Garbage collection is a responsibility faced by all cities and, if not properly carried out, can generate greater costs or sanitary problems. Considering the sanitary situation due to the COVID-19 pandemic, it is necessary to take sanitary safety measures to prevent its spread. The challenge of the present work is to provide an efficient and effective solution that guarantees a garbage collection that optimizes the use of resources and prioritizes the attention to garbage containers located in or near contagion risk zones. To this end, this research proposes the integration of a basic garbage monitoring system, consisting of a wireless sensor network, and a route planning system that implements the decomposition of the Vehicle Routing problem into the subproblems of clustering and sequencing of containers using the K-Means and Ant Colony algorithms. For the monitoring of garbage, a significant reduction in the measurement error of waste level in the containers was achieved compared to other authors. About route planning, adequate error ranges were obtained in the calculation of the optimal values of distance traveled and travel time indicators with respect to an exhaustive enumeration of routes.

Keywords: K-Means; ant colony optimization; route planning; vehicle routing problem; garbage collection; wireless sensor network

Javier E. Ramirez, Caleb M. Santiago and Angelica Kamiyama, “Route Planning using Wireless Sensor Network for Garbage Collection in COVID-19 Pandemic” International Journal of Advanced Computer Science and Applications(IJACSA), 13(4), 2022. http://dx.doi.org/10.14569/IJACSA.2022.01304105

@article{Ramirez2022,
title = {Route Planning using Wireless Sensor Network for Garbage Collection in COVID-19 Pandemic},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2022.01304105},
url = {http://dx.doi.org/10.14569/IJACSA.2022.01304105},
year = {2022},
publisher = {The Science and Information Organization},
volume = {13},
number = {4},
author = {Javier E. Ramirez and Caleb M. Santiago and Angelica Kamiyama}
}



Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

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