IoT-Enabled Intelligent Garbage Management System for Smart City: A Fairness Perspective
<p dir="ltr">Waste management has been identified as a critical problem underpinning the vision of sustainable cities. Despite existing efforts to tackle this challenge, traditional approaches still undermine resource allocation and utilization for the task. Most methods have overloo...
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| مؤلفون آخرون: | , , , , |
| منشور في: |
2024
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إضافة وسم
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| _version_ | 1864513543176454144 |
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| author | Md. Arafatur Rahman (21324404) |
| author2 | Sze Wei Tan (21324407) A. Taufiq Asyhari (21324410) Ibnu Febry Kurniawan (21324413) Mohammed J. F. Alenazi (20316513) Mueen Uddin (4903510) |
| author2_role | author author author author author |
| author_facet | Md. Arafatur Rahman (21324404) Sze Wei Tan (21324407) A. Taufiq Asyhari (21324410) Ibnu Febry Kurniawan (21324413) Mohammed J. F. Alenazi (20316513) Mueen Uddin (4903510) |
| author_role | author |
| dc.creator.none.fl_str_mv | Md. Arafatur Rahman (21324404) Sze Wei Tan (21324407) A. Taufiq Asyhari (21324410) Ibnu Febry Kurniawan (21324413) Mohammed J. F. Alenazi (20316513) Mueen Uddin (4903510) |
| dc.date.none.fl_str_mv | 2024-06-11T03:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1109/access.2024.3412098 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/IoT-Enabled_Intelligent_Garbage_Management_System_for_Smart_City_A_Fairness_Perspective/29605265 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Engineering Communications engineering Control engineering, mechatronics and robotics Environmental engineering Environmental sciences Environmental management Information and computing sciences Artificial intelligence Distributed computing and systems software Mathematical sciences Numerical and computational mathematics Fairness Garbage collection IoT LoRa Smart city Waste management |
| dc.title.none.fl_str_mv | IoT-Enabled Intelligent Garbage Management System for Smart City: A Fairness Perspective |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p dir="ltr">Waste management has been identified as a critical problem underpinning the vision of sustainable cities. Despite existing efforts to tackle this challenge, traditional approaches still undermine resource allocation and utilization for the task. Most methods have overlooked the fairness problem found in the garbage-collection transportation units, producing noticeable varying active time differences among the participating units. The integration of Internet of Things (IoT) to waste management has recently been an emerging trend, which offers coordinated garbage collection benefiting from IoT networks. This work investigates utilization of LoRa technology for such a purpose and argues the importance of fairness perspective in actuating the truck agents for collecting the wastes in a given region. Through enabling reliable waste data exchange by a proper design and specification of the LoRa network, we can then cast the collection issue as a capacitated vehicle routing problem with a well-formulated objective function. To improve the fairness in the waste management, we propose an objective function that incorporates both the total distance covered by all the trucks and overall distance dispersion from individual trucks. Numerical simulation demonstrates the superiority and consistency of the fairness-based optimum solution in both minimizing the total distance and achieving the fairness.</p><h2>Other Information</h2><p dir="ltr">Published in: IEEE Access<br>License: <a href="https://creativecommons.org/licenses/by/4.0/deed.en" rel="noreferrer noopener" target="_blank">https://creativecommons.org/licenses/by/4.0/</a> <br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/access.2024.3412098" target="_blank">https://dx.doi.org/10.1109/access.2024.3412098</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_5e6d0095e4a302a3cd32d5d30a3d8f47 |
| identifier_str_mv | 10.1109/access.2024.3412098 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/29605265 |
| publishDate | 2024 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | IoT-Enabled Intelligent Garbage Management System for Smart City: A Fairness PerspectiveMd. Arafatur Rahman (21324404)Sze Wei Tan (21324407)A. Taufiq Asyhari (21324410)Ibnu Febry Kurniawan (21324413)Mohammed J. F. Alenazi (20316513)Mueen Uddin (4903510)EngineeringCommunications engineeringControl engineering, mechatronics and roboticsEnvironmental engineeringEnvironmental sciencesEnvironmental managementInformation and computing sciencesArtificial intelligenceDistributed computing and systems softwareMathematical sciencesNumerical and computational mathematicsFairnessGarbage collectionIoTLoRaSmart cityWaste management<p dir="ltr">Waste management has been identified as a critical problem underpinning the vision of sustainable cities. Despite existing efforts to tackle this challenge, traditional approaches still undermine resource allocation and utilization for the task. Most methods have overlooked the fairness problem found in the garbage-collection transportation units, producing noticeable varying active time differences among the participating units. The integration of Internet of Things (IoT) to waste management has recently been an emerging trend, which offers coordinated garbage collection benefiting from IoT networks. This work investigates utilization of LoRa technology for such a purpose and argues the importance of fairness perspective in actuating the truck agents for collecting the wastes in a given region. Through enabling reliable waste data exchange by a proper design and specification of the LoRa network, we can then cast the collection issue as a capacitated vehicle routing problem with a well-formulated objective function. To improve the fairness in the waste management, we propose an objective function that incorporates both the total distance covered by all the trucks and overall distance dispersion from individual trucks. Numerical simulation demonstrates the superiority and consistency of the fairness-based optimum solution in both minimizing the total distance and achieving the fairness.</p><h2>Other Information</h2><p dir="ltr">Published in: IEEE Access<br>License: <a href="https://creativecommons.org/licenses/by/4.0/deed.en" rel="noreferrer noopener" target="_blank">https://creativecommons.org/licenses/by/4.0/</a> <br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/access.2024.3412098" target="_blank">https://dx.doi.org/10.1109/access.2024.3412098</a></p>2024-06-11T03:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1109/access.2024.3412098https://figshare.com/articles/journal_contribution/IoT-Enabled_Intelligent_Garbage_Management_System_for_Smart_City_A_Fairness_Perspective/29605265CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/296052652024-06-11T03:00:00Z |
| spellingShingle | IoT-Enabled Intelligent Garbage Management System for Smart City: A Fairness Perspective Md. Arafatur Rahman (21324404) Engineering Communications engineering Control engineering, mechatronics and robotics Environmental engineering Environmental sciences Environmental management Information and computing sciences Artificial intelligence Distributed computing and systems software Mathematical sciences Numerical and computational mathematics Fairness Garbage collection IoT LoRa Smart city Waste management |
| status_str | publishedVersion |
| title | IoT-Enabled Intelligent Garbage Management System for Smart City: A Fairness Perspective |
| title_full | IoT-Enabled Intelligent Garbage Management System for Smart City: A Fairness Perspective |
| title_fullStr | IoT-Enabled Intelligent Garbage Management System for Smart City: A Fairness Perspective |
| title_full_unstemmed | IoT-Enabled Intelligent Garbage Management System for Smart City: A Fairness Perspective |
| title_short | IoT-Enabled Intelligent Garbage Management System for Smart City: A Fairness Perspective |
| title_sort | IoT-Enabled Intelligent Garbage Management System for Smart City: A Fairness Perspective |
| topic | Engineering Communications engineering Control engineering, mechatronics and robotics Environmental engineering Environmental sciences Environmental management Information and computing sciences Artificial intelligence Distributed computing and systems software Mathematical sciences Numerical and computational mathematics Fairness Garbage collection IoT LoRa Smart city Waste management |