This study assesses the transferability of IoT solutions applied to smart waste collection in low-resource settings. In line with PRISMA guidelines, a systematic review covering the period 2016-2024 was conducted across four databases (IEEE Xplore, ScienceDirect, SpringerLink, Scopus). Out of 329 records, 36 studies were included. Results highlight the predominance of ultrasonic sensors (~46%), the widespread use of Arduino/ESP32 (~72%) and Wi-Fi (~27%) despite their limited robustness in low-connectivity environments, while LoRa/LoRaWAN (~20%) is gaining ground. Community engagement remains marginal, with about 60% of the systems lacking any user interaction. The most transferable solutions are those that combine technical simplicity, low-power architectures, and lightweight interfaces (USSD/SMS), together with context-specific route optimization. It is therefore recommended to prioritize open, modular, and locally tested systems, to strengthen community involvement, and to align pilot projects with municipal policies.
References
[1]
Addas, A., Khan, M.N. and Naseer, F. (2024) Waste Management 2.0 Leveraging Internet of Things for an Efficient and Eco-Friendly Smart City Solution. PLOS ONE, 19, e0307608. https://doi.org/10.1371/journal.pone.0307608
[2]
Okubanjo, A., Bashir Olufemi, O., Okandeji, A. and Daniel, E. (2024) Smart Bin and IoT: A Sustainable Future for Waste Management System in Nigeria. Gazi University Journal of Science, 37, 222-235. https://doi.org/10.35378/gujs.1254271
[3]
Nsokimieno Eric, M.M., Shouyu, C. and Li Qin, Z. (2010) Sustainable Urbanization’s Challenge in Democratic Republic of Congo. Journal of Sustainable Development, 3, Article No. 242. https://doi.org/10.5539/jsd.v3n2p242
[4]
Pardini, K., Rodrigues, J.J.P.C., Diallo, O., Das, A.K., de Albuquerque, V.H.C. and Kozlov, S.A. (2020) A Smart Waste Management Solution Geared Towards Citizens. Sensors, 20, Article 2380. https://doi.org/10.3390/s20082380
[5]
Pour, M., James, L., Singh, K., Mampunza, S., Baer, F., Scott, J., et al. (2020) Increased HIV in Greater Kinshasa Urban Health Zones: Democratic Republic of Congo (2017-2018). AIDS Research and Therapy, 17, Article No. 67. https://doi.org/10.1186/s12981-020-00322-y
[6]
Semeki Ngabinzeke, J., Kaki Mokuba, H., Tasi Mbuangi, J., Baraka Lucungu, P., Bolaluembe Boliale, P. and Kahindo Muhongya, J. (2021) Perceptions of Residents of the Kinkole Neighborhood on the Role of Trees in the Peri-Urban Environment of Kinshasa, Democratic Republic of Congo. Journal of Plant Sciences, 9, Article 46. https://doi.org/10.11648/j.jps.20210902.13
[7]
Zoumpoulis, P., Konstantinidis, F.K., Tsimiklis, G. and Amditis, A. (2024) Smart Bins for Enhanced Resource Recovery and Sustainable Urban Waste Practices in Smart Cities: A Systematic Literature Review. Cities, 152, Article 105150. https://doi.org/10.1016/j.cities.2024.105150
[8]
Bharadwaj, A.S., Rego, R. and Chowdhury, A. (2016) IoT Based Solid Waste Management System: A Conceptual Approach with an Architectural Solution as a Smart City Application. 2016 IEEE Annual India Conference (INDICON), Bangalore, 16-18 December 2016, 1-6. https://doi.org/10.1109/indicon.2016.7839147
[9]
Denih, A., Matsumoto, T., Rachman, I., Putra, G.R., Anggraeni, I., Kurnia, E., et al. (2025) Identification of Plastic Waste with Unmanned Aerial Vehicle (UAV) Using Deep Learning and Internet of Things (IoT). Journal of Hazardous Materials Advances, 18, Article 100622. https://doi.org/10.1016/j.hazadv.2025.100622
[10]
Henaien, A., Ben Elhadj, H. and Chaari Fourati, L. (2024) A Sustainable Smart IoT-Based Solid Waste Management System. Future Generation Computer Systems, 157, 587-602. https://doi.org/10.1016/j.future.2024.03.056
[11]
Hussain, D.I., Elomri, D.A., Kerbache, D.L. and Omri, D.A.E. (2024) Smart City Solutions: Comparative Analysis of Waste Management Models in IoT-Enabled Environments Using Multiagent Simulation. Sustainable Cities and Society, 103, Article 105247. https://doi.org/10.1016/j.scs.2024.105247
[12]
Sumathi, M., Hanumanthappa, J., Santhosh Kumar, K.S., Shiva Prakash, S.P. and J., M. (2025) IoT-Based Efficient Waste Management on University Campus: Enhancing Monitoring and Optimization through Machine Learning. Procedia Computer Science, 258, 4157-4168. https://doi.org/10.1016/j.procs.2025.04.666
[13]
Ingale, K., Jaiswal, K.N., Kawane, A.P., Kalushe, T. and Kurkute, P. (2024) Transforming Waste, Safegurading Cities: An IoT-Driven Revolution for Smarter and Greener Urban Management. 2024 5th International Conference for Emerging Technology (INCET), Belgaum, 24-26 May 2024, 1-8. https://doi.org/10.1109/incet61516.2024.10593089
[14]
Lopez-Vargas, A., Fuentes, M. and Vivar, M. (2020) Challenges and Opportunities of the Internet of Things for Global Development to Achieve the United Nations Sustainable Development Goals. IEEE Access, 8, 37202-37213. https://doi.org/10.1109/access.2020.2975472
[15]
Ansari, A., Dutt, D. and Kumar, V. (2024) Catalyzing Paradigm Shifts in Global Waste Management: A Case Study of Saharanpur Smart City. Waste Management Bulletin, 2, 29-38. https://doi.org/10.1016/j.wmb.2023.12.003
[16]
Mishra, A.R., Rani, P., Saha, A., Hezam, I.M., Pamucar, D., Marinovic, M., et al. (2022) Assessing the Adaptation of Internet of Things (IoT) Barriers for Smart Cities’ Waste Management Using Fermatean Fuzzy Combined Compromise Solution Approach. IEEE Access, 10, 37109-37130. https://doi.org/10.1109/access.2022.3164096
[17]
Yadav, H., Soni, U. and Kumar, G. (2021) Analysing Challenges to Smart Waste Management for a Sustainable Circular Economy in Developing countries: A Fuzzy De-Matel Study. Smart and Sustainable Built Environment, 12, 361-384. https://doi.org/10.1108/SASBE-06-2021-0097
[18]
Yousefian, F., Hassanvand, M.S., Nodehi, R.N., Amini, H., Rastkari, N., Aghaei, M., et al. (2020) The Concentration of BTEX Compounds and Health Risk Assessment in Municipal Solid Waste Facilities and Urban Areas. Environmental Research, 191, Article 110068. https://doi.org/10.1016/j.envres.2020.110068
[19]
Singh, D., Dikshit, A.K. and Kumar, S. (2024) Smart Technological Options in Collection and Transportation of Municipal Solid Waste in Urban Areas: A Mini Review. Waste Management & Research: The Journal for a Sustainable Circular Economy, 42, 3-15. https://doi.org/10.1177/0734242x231175816
[20]
Ugwuanyi, S., Paul, G. and Irvine, J. (2021) Survey of IoT for Developing Countries: Performance Analysis of Lorawan and Cellular Nb-IoT Networks. Electronics, 10, Article 2224. https://doi.org/10.3390/electronics10182224
[21]
Coghlan, D. and Brydon-Miller, M. (2014) The SAGE Encyclopedia of Action Research. Sage.
[22]
Bhuiyan, S.H. (2010) A Crisis in Governance: Urban Solid Waste Management in Bangladesh. Habitat International, 34, 125-133. https://doi.org/10.1016/j.habitatint.2009.08.002
[23]
Peng, L., Gu, M. and Peng, Z. (2020) Study on the Optimized Mode of Waste Governance with Sustainable Urban Development—Case from China’s Urban Waste Classified Collection. Sustainability, 12, Article 3706. https://doi.org/10.3390/su12093706
[24]
Sugandha, Freestone, R. and Favaro, P. (2025) Social Sustainability, Smart Cities and the Global South: Learning from the Indian Experience. Cities, 165, Article 106149. https://doi.org/10.1016/j.cities.2025.106149
[25]
Zyoud, S. and Zyoud, A.H. (2025) Advancing Sustainable Cities and Communities with Internet of Things: Global Insights, Trends, and Research Priorities for SDG 11. Results in Engineering, 26, Article 104917. https://doi.org/10.1016/j.rineng.2025.104917
[26]
Chandre, V., Gharat, O., Ghonge, R., Kulkarni, S. and Jadhav, V. (2024) Intelligent Waste Management System using IOT. International Journal of Innovative Science and Research Technology (IJISRT), 9, 2467-2472. https://doi.org/10.38124/ijisrt/ijisrt24apr2236
[27]
Channi, H.K. and Kaur, S. (2025) Smart Waste Management Systems Integrating IoT for Real-Time Monitoring and Optimization. In: Mitra, D., Choudhury, T., Madan, A., Chattaraj, S. and Pellegrini, M., Eds., Advances in Environmental Engineering and Green Technologies, IGI Global, 319-348. https://doi.org/10.4018/979-8-3693-7282-1.ch015
[28]
Lumami, K., Muyisa, S. and Jung, C.G. (2016) Contribution à l’état des lieux de déchets solides ménagers dans la ville D’Uvira, Sud-Kivu, République Démocratique du Congo. International Journal of Biological and Chemical Sciences, 10, Article 1413. https://doi.org/10.4314/ijbcs.v10i3.39
[29]
Mpinda, M.T., Zakari, S., Abass, O.K., Nsokimieno, E.M.M., Sebagenzi, G.D., Basheke, L.L., et al. (2017) Characterization of Household Wastes in D.R. Congo, a Case Study of Lubumbashi. American Journal of Environmental Sciences, 13, 277-288. https://doi.org/10.3844/ajessp.2017.277.288
[30]
Munyaka, J.B. and Yadavalli, V.S.S. (2021) Using Transportation Problem in Humanitarian Supply Chain to Prepositioned Facility Locations: A Case Study in the Democratic Republic of the Congo. International Journal of System Assurance Engineering and Management, 12, 199-216. https://doi.org/10.1007/s13198-020-01031-5
[31]
Page, M.J., McKenzie, J.E., Bossuyt, P.M., Boutron, I., Hoffmann, T.C., Mulrow, C.D., et al. (2021) The Prisma 2020 Statement: An Updated Guideline for Reporting Systematic Reviews. BMJ, 372, n71. https://doi.org/10.1136/bmj.n71
[32]
Hong, Q.N., Fàbregues, S., Bartlett, G., Boardman, F., Cargo, M., Dagenais, P., et al. (2018) The Mixed Methods Appraisal Tool (MMAT) Version 2018 for Information Professionals and Researchers. Education for Information, 34, 285-291. https://doi.org/10.3233/efi-180221
[33]
Akintayo, T.A., Enabulele, E.C., Paul, C., Okereke, R.O., Sobajo, M.S., Afolabi, O.J., et al. (2024) Intelligent Recycling Facilities with IoT Sensors and Data Analytics for Environmental Justice and Sustainable Materials Processing in Low-Income Areas. Journal of Multidisciplinary Science: MIKAILALSYS, 2, 399-413. https://doi.org/10.58578/mikailalsys.v2i3.3827
[34]
Udhayakumar, C., Nithin Nandha, M., Pradeesh, V., Praveen, S. and Rohith, S. (2023) Smart Waste Management System for Metropolitan Areas. 2023 International Conference on Computer Communication and Informatics (ICCCI), Coimbatore, 23-25 January 2023, 1-3. https://doi.org/10.1109/iccci56745.2023.10128496
[35]
Rifat, R.I., Haque, F.B., Jahan, T., Zahir, Z.B. and Khan, R. (2022) IoT Based Smart Garbage Management System. 2022 International Conference on Communication, Computing and Internet of Things (IC3IoT), Chennai, 10-11 March 2022, 1-6. https://doi.org/10.1109/ic3iot53935.2022.9767993
[36]
Zahur, M.I., Saidur Rahman, M., Akther, A. and Alam, K.M. (2019) An IoT Based Green Waste Management System for Bangladesh. 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), Dhaka, 3-5 May 2019, 1-6. https://doi.org/10.1109/icasert.2019.8934475
[37]
Saad, M., Ahmad, M.B., Asif, M., Khan, M.K., Mahmood, T. and Mahmood, M.T. (2023) Blockchain-Enabled VANET for Smart Solid Waste Management. IEEE Access, 11, 5679-5700. https://doi.org/10.1109/access.2023.3235017
[38]
Mohan, A., Johar, S. and Mini, S. (2017) A Waste Collection Mechanism Based on IoT. 2017 14th IEEE India Council International Conference (INDICON), Roorkee, 15-17 December 2017, 1-5. https://doi.org/10.1109/indicon.2017.8487711
[39]
Paul, L., Mohalder, R.D. and Alam, K.M. (2024) An IoT Based Smart Waste Management System for the Municipality or City Corporations. arXiv:2411.09710.
[40]
Tundjungsari, V., Putranto, B.P.D., Ulum, M.B. and Anwar, N. (2025) An Integrated Model for Circular Waste Management Using the Internet of Things, Semantic Web, and Gamification (Circonomy): Case Study in Indonesia. JMIR Serious Games, 13, e66781-e66781. https://doi.org/10.2196/66781
[41]
Das, P. and Gargate, G. (2024) IoT for Solid Waste Management in India: A Road Towards Sustainability. 2024 Portland International Conference on Management of Engineering and Technology (PICMET), Portland, 4-8 August 2024, 1-15. https://doi.org/10.23919/picmet64035.2024.10653160
[42]
Singh, S., Chhabra, R. and Arora, J. (2023) A Systematic Review of Waste Management Solutions Using Machine Learning, Internet of Things and Blockchain Technologies: State-of-Art, Methodologies, and Challenges. Archives of Computational Methods in Engineering, 31, 1255-1276. https://doi.org/10.1007/s11831-023-10008-z
[43]
Ange Mousse, M. (2024) IOT-Based Waste Collection Management System for Cities: Case Study of Parakou City in Benin. International Journal of Advanced Research, 12, 654-659. https://doi.org/10.21474/ijar01/18597
[44]
Xenya, M.C., D’souza, E., Woelorm, K.D., Nii Adjei-Laryea, R. and Baah-Nyarkoh, E. (2020) A Proposed IoT Based Smart Waste Bin Management System with an Optimized Route: A Case Study of Ghana. 2020 Conference on Information Communications Technology and Society (ICTAS), Durban, 11-12 March 2020, 1-5. https://doi.org/10.1109/ictas47918.2020.234005
[45]
Kumar, N.V.M., Nagappan, G., Deepak, I.S., Charishma, J. and Sruthi, K.B. (2023) Smart Trash Bin-An Effective Solution for Rural and under Developed Areas. 2023 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE), Bengaluru, 27-28 January 2023, 596-600. https://doi.org/10.1109/iitcee57236.2023.10090865
[46]
Thangam, S., M, G., Yadav, C.S.K., Harshith, M. and Kumar, M.S. (2024) A Smart Waste Management System Using ESP8266. 2024 4th International Conference on Sustainable Expert Systems (ICSES), Kaski, 15-17 October 2024, 1-5. https://doi.org/10.1109/icses63445.2024.10762967
[47]
Beena, K. and Santhi, P. (2024) IoT Based Waste Management and Segregation System. International Journal of Multidisciplinary Research, 6, Article 21809.
[48]
Azmi, A.Z., Mohd Sahar, N. and Islam, M.T. (2024) Smart Waste Management System Using Lora Technology. E3S Web of Conferences, 599, Article 04007. https://doi.org/10.1051/e3sconf/202459904007
[49]
Sankar, G.R. and Fathima, G. (2024) IoT-Enabled Smart Waste Management: A Comprehensive Study on Sensor Technologies and Implementation Strategies. 2024 International Conference on Inventive Computation Technologies (ICICT), Lalitpur, 24-26 April 2024, 1755-1764. https://doi.org/10.1109/icict60155.2024.10544982
[50]
Laha, S.R., Pattanayak, B.K., Pattnaik, S. and Kumar, S. (2023) A Smart Waste Management System Framework Using IoT and Lora for Green City Project. International Journal on Recent and Innovation Trends in Computing and Communication, 11, 342-357. https://doi.org/10.17762/ijritcc.v11i9.8370
[51]
Rathnayake, R.M.P.M.D., Chanaka, T.M.M., Dabare, P.T.R. and Hewagamage, K.P. (2024) IoT-Enabled Dual-Sensing Smart Waste Management System: Enhancing Urban Cleanliness and Sustainability in Smart Cities. 2024 8th SLAAI International Conference on Artificial Intelligence (SLAAI-ICAI), Ratmalana, 18-19 December 2024, 1-6. https://doi.org/10.1109/slaai-icai63667.2024.10844960
[52]
Dharan, P. and Manikandan, V.M. (2024) A Smart Waste Management System with Optimized Routing Method. 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kamand, 24-28 June 2024, 1-6. https://doi.org/10.1109/icccnt61001.2024.10725635
[53]
Bonala, K., Saggurthi, P., Kambala, P.K., Voruganti, S., Utukuru, S. and Sugamya, K. (2024) Efficient Handling of Waste Using Deep Learning and IoT. 2024 2nd International Conference on Sustainable Computing and Smart Systems (ICSCSS), Coimbatore, 10-12 July 2024, 368-373. https://doi.org/10.1109/icscss60660.2024.10625621
[54]
Mehta, S. and Singh, A. (2024) Real-Time Data and Waste Management Efficiency: Insights from IoT-Enabled Smart Bins. 2024 10th International Conference on Electrical Energy Systems (ICEES), Chennai, 22-24 August 2024, 1-5. https://doi.org/10.1109/icees61253.2024.10776870
[55]
J, A., Elangovan, V., Muthukumar, V. and Chandrasekar, T. (2023) Waste Management System Using IoT for Sustainable Cities. 2023 Second International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), Trichy, 23-25 August 2023, 1634-1639. https://doi.org/10.1109/icaiss58487.2023.10250610
[56]
Bhowmik, A., Miah, M.S.U. and Mohaimen-Bin-Noor, (2020) IoT (Internet of Things)-Based Smart Garbage Management System. AIUB Journal of Science and Engineering (AJSE), 19, 33-40. https://doi.org/10.53799/ajse.v19i1.55
[57]
Logesswari, S. (2022) An IoT Based Waste Management System Using RPI Protocol. AIP Conference Proceedings, 2519, Article 030090. https://doi.org/10.1063/5.0110685
[58]
Srividya, K., Nivedhana, J., Amrudha, R. and Vijayaraj, M. (2024) Effective Sentitrash System for Urban and Rural Environments Using IoT and ML Technology-: A Comprehensive Solution Integrating Multiple Sensors with ESP32 and Arduino Platforms. 2024 International Conference on Power, Energy, Control and Transmission Systems (ICPECTS), Chennai, 8-9 October 2024, 1-6. https://doi.org/10.1109/icpects62210.2024.10780305
[59]
Patil, S.C. and Gidde, M.R. (2024) An IoT-Based Waste Management Approach for Environmental Sustainability. Journal of Integrated Science and Technology, 12, Article 769. https://doi.org/10.62110/sciencein.jist.2024.v12.769
[60]
Saha, S. and Chaki, R. (2023) IoT Based Smart Waste Management System in Aspect of COVID-19. Journal of Open Innovation: Technology, Market, and Complexity, 9, Article 100048. https://doi.org/10.1016/j.joitmc.2023.100048
[61]
Ouattara, I., Diya, A., Diarra, Y. and Dembélé, O. (2021) Acteurs et stratégies de gestion des déchets solides ménagers à Bamako. Revue Africaine des Sciences Sociales et de la Sante Publique, 3, 76-90. https://revue-rasp.org/index.php/rasp/article/view/138
[62]
Guerrero, L.A., Maas, G. and Hogland, W. (2013) Solid Waste Management Challenges for Cities in Developing Countries. Waste Management, 33, 220-232. https://doi.org/10.1016/j.wasman.2012.09.008
[63]
Mpiana Tshitenge, J. (2018) Le service public d’électricité dans la périphérie de Kinshasa: Entre régulation de contrôle et régulation autonome. Anthropologie & développement, 48, 67-95. https://doi.org/10.4000/anthropodev.674
[64]
Kayisu, A.K., Mikusova, M., Bokoro, P.N. and Kyamakya, K. (2024) Exploring Smart Mobility Potential in Kinshasa (DR-Congo) as a Contribution to Mastering Traffic Congestion and Improving Road Safety: A Comprehensive Feasibility Assessment. Sustainability, 16, Article 9371. https://doi.org/10.3390/su16219371