🚧 Under Development — An autonomous agricultural management platform integrating hybrid VLC/RF networks, multi-agent reinforcement learning, and agentic AI for precision farming in controlled environments.
An interactive quiz and learning platform with AI assistant for IT courses at HSB
Research project on Visible Light Communication networks and smart lighting systems
Open-source intelligent management system for Visible Light Communication networks
Published in IEEE Access, 2018
This paper explores critical communication requirements and solutions using 5G network capabilities.
Recommended citation: Marko Höyhtyä, Kalle Lähetkangas, Jani Suomalainen, Mika Hoppari, Kaisa Kujanpää, Kien Trung Ngo. (2018). "Critical Communications over Mobile Networks: Use Cases for 5G with Spectrum Sharing, Network Slicing and QoS Control." IEEE Access.
Published in IEEE ICCC 2018, 2018
Best Presentation Award — A distributed Licensed Shared Access (LSA) controller for public safety communication systems.
Recommended citation: Kien Trung Ngo, Mika Hoppari, Jani Suomalainen, and Marko Höyhtyä. (2018). "Distributed LSA Controller for Public Safety Communications." IEEE ICCC 2018. Chengdu, China.
Published in MedComNet 2021, 2021
This paper explores the use of EDCA mechanisms for feedback channel optimization in VLC/WiFi hybrid systems.
Recommended citation: Kien Trung Ngo, Stefano Mangione, and Ilenia Tinnirello. (2021). "Leveraging EDCA for Feedback Channel in Hybrid VLC/WiFi Architecture." MedComNet 2021. Italy.
Published in FITCE 2022, 2022
This paper proposes a hybrid VLC/WiFi architecture with an optimized feedback channel for improved performance.
Recommended citation: Kien Trung Ngo, Fabrizio Giuliano, Daniele Croce, Stefano Mangione, Ilenia Tinnirello, and Giovanni Garbo. (2022). "VLC/WiFi Hybrid Architecture with Prioritized Feedback Channel." FITCE 2022. Rome, Italy.
Published in ICCCAS 2023, 2023
Best Presentation Award — Experimental results on seamless handover mechanisms in hybrid VLC/WiFi networks.
Recommended citation: Kien Trung Ngo, Fabrizio Giuliano, Stefano Mangione, Tim Farnham, and Ilenia Tinnirello. (2023). "Seamless Handover in Hybrid VLC and WiFi Networks: An Experimental Model." ICCCAS 2023. Singapore.
Published in ACM MobiCom 2023, Madrid, Spain, 2023
Best Poster Award & 3rd Place SRC — An intelligent management system for hybrid VLC/RF networks in smart retail environments.
Recommended citation: Kien Trung Ngo, Stefano Mangione, and Ilenia Tinnirello. (2023). "A Novel Intelligent Management System Architecture for Hybrid VLC/RF Systems in Smart Retail Environments." ACM MobiCom 2023. Madrid, Spain.
Published in ICDTDE 2025, Jordan, 2025
A machine learning framework for predicting and managing customer satisfaction in the electricity sector.
Recommended citation: Kien Trung Ngo and Le Quyen Luu. (2025). "A Predictive Machine Learning Framework for Proactive Customer Satisfaction Management in Electricity Sector." ICDTDE 2025. Jordan.
Published in CSA 2025, Phu Quoc, Vietnam, 2025
Offline reinforcement learning approach for intelligent handover in hybrid VLC/RF networks for agricultural IoT applications.
Recommended citation: Kien Trung Ngo, Nhung Vuong Thi, and Le Anh Ngoc. (2025). "Smart and Sustainable Agriculture: Offline Reinforcement Learning for Intelligent Handover in Hybrid VLC/RF Agricultural IoT Networks." CSA 2025. Phu Quoc, Vietnam.
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Research seminar presenting PhD research work on intelligent management systems for hybrid networks between Visible Light Communication and WiFi technologies.
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Invited presentation on hybrid Visible Light Communication and Radio Frequency network technologies for automotive and industrial applications.
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A comprehensive tutorial on the fundamentals of LiFi (Light Fidelity) technology, covering design principles and practical applications. Presented as part of the EWSN 2022 conference.
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Research presentation during visiting researcher period at Toshiba Research Europe Limited, focusing on intelligent management systems for hybrid optical and radio frequency networks.
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Invited presentation at IMDEA Networks Institute on intelligent management systems for hybrid Visible Light Communication and Radio Frequency networks, discussing the latest research findings and future directions.
Undergraduate course, Posts and Telecommunications Institute of Technology, 2024
This course provides fundamental knowledge of object-oriented programming and advanced programming skills with the Java programming language, covering:
Undergraduate course, Hanoi School of Business and Management, VNU, 2025
This course provides a comprehensive overview of Information Technology fundamentals for students, covering:
Undergraduate course, Hanoi School of Business and Management, VNU, 2025
This course covers data analysis skills, teaching students how to process and extract insights from data:
Undergraduate course, Hanoi School of Business and Management, VNU, 2026
This course provides a solid foundation in programming using Python:
Undergraduate course, Hanoi School of Business and Management, VNU, 2026
This course develops problem-solving skills and algorithm design thinking:
