ResearchSpace

A LoRaWAN IoT-enabled trash bin level monitoring system

Show simple item record

dc.contributor.author Ramson, SRJ
dc.contributor.author Vishnu, S
dc.contributor.author Kirubaraj, AA
dc.contributor.author Anagnostopoulos, T
dc.contributor.author Abu-Mahfouz, Adnan MI
dc.date.accessioned 2022-06-22T07:01:06Z
dc.date.available 2022-06-22T07:01:06Z
dc.date.issued 2022-02
dc.identifier.citation Ramson, S., Vishnu, S., Kirubaraj, A., Anagnostopoulos, T. & Abu-Mahfouz, A.M. 2022. A LoRaWAN IoT-enabled trash bin level monitoring system. <i>IEEE Transactions on Industrial Informatics, 18(2).</i> http://hdl.handle.net/10204/12437 en_ZA
dc.identifier.issn 1551-3203
dc.identifier.issn 1941-0050
dc.identifier.uri DOI: 10.1109/TII.2021.3078556
dc.identifier.uri http://hdl.handle.net/10204/12437
dc.description.abstract Municipal solid waste management remains a major problem in urban areas, leading to serious health and environmental issues.Consequently, trash bins are placed in many places to handle the municipal solid waste, but these bins can overflow, spreading around the area, polluting the environment, and causing inconvenience to the public. Therefore, there is a need for a real-time remote monitoring system that alerts the level of garbage in the trash bins to the municipality or a waste management company. To manage the municipal solid waste efficiently, this article presents the development and validation of a self-powered, LoRaWAN Internet-of-Things (IoT)-enabled trash bin level monitoring system. The end nodes of the proposed IoT system are called trash bin level measurement unit (TBLMU) and are installed in each trash bin where the status needs to be monitored. The TBLMU measures the unfilled level and geographical location of a trash bin, processes the data, and transmits it to a LoRaWAN gateway at a frequency of 915 MHz. A LoRaWAN gateway serves as a concentrator for the TBLMUs and relays data between a TBLMU and an IoT trash bin level monitoring server. The users can view and analyze the status of every bin and its geolocation by using a smart graphical user interface. The accuracy of the developed system, wireless range between a TBLMU and a LoRaWAN gateway, average current consumption and life expectancy of the TBLMU, battery charging time, and the cost were studied and are reported here. en_US
dc.format Abstract en_US
dc.language.iso en en_US
dc.relation.uri https://ieeexplore.ieee.org/document/9427265 en_US
dc.source IEEE Transactions on Industrial Informatics, 18(2) en_US
dc.subject Internet of Things en_US
dc.subject IoT en_US
dc.subject LoRaWAN en_US
dc.subject Realtime systems en_US
dc.subject Remote monitoring en_US
dc.subject Sensor systems en_US
dc.subject Solar powered en_US
dc.subject Solid Waste Management en_US
dc.subject Trash bins en_US
dc.title A LoRaWAN IoT-enabled trash bin level monitoring system en_US
dc.type Article en_US
dc.description.pages 786-795 en_US
dc.description.note © 2021 IEEE. Due to copyright restrictions, the attached PDF file only contains the abstract of the full text item. For access to the full text item, please consult the publisher's website: https://ieeexplore.ieee.org/document/9427265 en_US
dc.description.cluster Next Generation Enterprises & Institutions en_US
dc.description.impactarea EDT4IR Management en_US
dc.identifier.apacitation Ramson, S., Vishnu, S., Kirubaraj, A., Anagnostopoulos, T., & Abu-Mahfouz, A. M. (2022). A LoRaWAN IoT-enabled trash bin level monitoring system. <i>IEEE Transactions on Industrial Informatics, 18(2)</i>, http://hdl.handle.net/10204/12437 en_ZA
dc.identifier.chicagocitation Ramson, SRJ, S Vishnu, AA Kirubaraj, T Anagnostopoulos, and Adnan MI Abu-Mahfouz "A LoRaWAN IoT-enabled trash bin level monitoring system." <i>IEEE Transactions on Industrial Informatics, 18(2)</i> (2022) http://hdl.handle.net/10204/12437 en_ZA
dc.identifier.vancouvercitation Ramson S, Vishnu S, Kirubaraj A, Anagnostopoulos T, Abu-Mahfouz AM. A LoRaWAN IoT-enabled trash bin level monitoring system. IEEE Transactions on Industrial Informatics, 18(2). 2022; http://hdl.handle.net/10204/12437. en_ZA
dc.identifier.ris TY - Article AU - Ramson, SRJ AU - Vishnu, S AU - Kirubaraj, AA AU - Anagnostopoulos, T AU - Abu-Mahfouz, Adnan MI AB - Municipal solid waste management remains a major problem in urban areas, leading to serious health and environmental issues.Consequently, trash bins are placed in many places to handle the municipal solid waste, but these bins can overflow, spreading around the area, polluting the environment, and causing inconvenience to the public. Therefore, there is a need for a real-time remote monitoring system that alerts the level of garbage in the trash bins to the municipality or a waste management company. To manage the municipal solid waste efficiently, this article presents the development and validation of a self-powered, LoRaWAN Internet-of-Things (IoT)-enabled trash bin level monitoring system. The end nodes of the proposed IoT system are called trash bin level measurement unit (TBLMU) and are installed in each trash bin where the status needs to be monitored. The TBLMU measures the unfilled level and geographical location of a trash bin, processes the data, and transmits it to a LoRaWAN gateway at a frequency of 915 MHz. A LoRaWAN gateway serves as a concentrator for the TBLMUs and relays data between a TBLMU and an IoT trash bin level monitoring server. The users can view and analyze the status of every bin and its geolocation by using a smart graphical user interface. The accuracy of the developed system, wireless range between a TBLMU and a LoRaWAN gateway, average current consumption and life expectancy of the TBLMU, battery charging time, and the cost were studied and are reported here. DA - 2022-02 DB - ResearchSpace DP - CSIR J1 - IEEE Transactions on Industrial Informatics, 18(2) KW - Internet of Things KW - IoT KW - LoRaWAN KW - Realtime systems KW - Remote monitoring KW - Sensor systems KW - Solar powered KW - Solid Waste Management KW - Trash bins LK - https://researchspace.csir.co.za PY - 2022 SM - 1551-3203 SM - 1941-0050 T1 - A LoRaWAN IoT-enabled trash bin level monitoring system TI - A LoRaWAN IoT-enabled trash bin level monitoring system UR - http://hdl.handle.net/10204/12437 ER - en_ZA
dc.identifier.worklist 25779 en_US


Files in this item

This item appears in the following Collection(s)

Show simple item record