Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production
Collaborations and top research areas from the last five years
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Dynamic Resource Allocation in Vehicular Networks Using Reinforcement Learning for Coverage Optimization and Operational Efficiency in Urban Environments
Arevalo Bermeo, G. V. (Col), Cumbal Simba, J. R. (PI) & Arguero Tello, J. B. (Student)
30/05/25 → …
Project: Research and Development
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Clustering of VANET Infrastructure Elements, Considering Vehicular Demand with Statistical Analysis to Adopt Dynamic Coverage in the Proposed Scenario Using a Machine Learning Algorithm
Cumbal Simba, J. R. (PI)
31/03/22 → 31/12/22
Project: Research and Development
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Generation of Optimal Coverage and Resource Allocation Policies from a VANET Infrastructure Using Machine Learning Algorithms (Phase 2)
Cumbal Simba, J. R. (PI), Herrera Guaman, E. J. (Student) & Sandoval Tasiguano, J. D. (Student)
16/04/21 → 17/01/22
Project: Research and Development
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Generation of Optimal Coverage and Resource Allocation Policies from a VANET Infrastructure Using Machine Learning Algorithms
Cumbal Simba, J. R. (PI) & Buestan Vera, J. C. (Student)
11/06/20 → 11/06/21
Project: Research and Development
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Modeling of Optimal Resource Allocation from Heterogeneous VANET Infrastructure over Dynamic and Scalable Vehicular Environments
Cumbal Simba, J. R. (PI), Guerrero Cabascango, C. D. (Student) & Gutierrez Perez, A. S. (Student)
24/03/19 → 24/03/20
Project: Research and Development
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Intelligent Agent for Resource Allocation from Mobile Infrastructure to Vehicles in Dynamic Environments Scalable on Demand
Cumbal, R., Arguero, B., Arévalo, G. V., Hincapié, R. & Tipantuña, C., 12 Jan 2026, In: Sensors. 26, 2, 508.Research output: Contribution to journal › Article › peer-review
Open Access -
Dynamic coverage infrastructure of vehicles in VANET with scalable environments on demand
Cumbal, R., Herrera, J., Sandoval, J., Hincapie, R. & Arevalo, G., 2022, Proceedings - 2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022. Institute of Electrical and Electronics Engineers Inc., p. 68-73 6 p. (Proceedings - 2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Optimal Resources Allocation from VANET Infrastructures in Dynamic Mobile Environments
Cumbal, R., Gutierrez, S., Guerrero, C., Hincapie, R. & Arevalo, G., Nov 2019, Proceedings - 2019 IEEE Latin-American Conference on Communications, LATINCOM 2019. Gutierrez, C. A. (ed.). Institute of Electrical and Electronics Engineers Inc., 8937962. (Proceedings - 2019 IEEE Latin-American Conference on Communications, LATINCOM 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
5 Link opens in a new tab Scopus citations -
Performance analysis of a VANET with optimal infrastructure location in setting urban
Cumbal, R., Calderon, X., Hincapie, R., Urquiza, L. & Arevalo, G., 14 Sep 2018.Research output: Contribution to conference › Paper
2 Link opens in a new tab Scopus citations -
Optimum deployment of RSU for efficient communications multi-hop from vehicle to infrastructure on VANET
Cumbal, R., Palacios, H. & Hincapie, R., 18 Jul 2016.Research output: Contribution to conference › Paper
19 Link opens in a new tab Scopus citations