DATCOM
20 Tháng 3, 2025 2025-03-20 17:41DATCOM
LAB TRUYỀN THÔNG VÀ CÔNG NGHỆ DỮ LIỆU
P1613, Tòa nhà a1, trường công nghệ, đại học kinh tế quốc dân – 207 giải phóng, hn.
Hướng nghiên cứu
- Phân tích dữ liệu trong tài chính và kinh doanh
- Xử lý ngôn ngữ tự nhiên, NLP
- Mạng không dây, Internet vạn vật
- ML/AI cho các bài toán trong kinh doanh và công nghệ
- Thị giác máy tính
- Ontology
- Phân tích thiết kế và phát triển các hệ thống lớn
- Đảm bảo độ tin cậy và an toàn cho các hệ thống lớn
- Cloud Computing
Các công trình nghiên cứu tiêu biểu
Outage Probability Minimization in Secure NOMA Cognitive Radio Systems with UAV Relay: A Machine Learning Approach
Vo Nhan Van, H. Tran, Viet-Hung Dang, Dusit Niyato, Dang Ngoc Cuong, Nguyen Cong Luong, Chakchai So-In
IEEE Transactions on Cognitive Communications and Networking, 2023 (ISI).Machine Learning-Based Intrusion Detection: Feature Selection Versus Feature Extraction
Vu-Duc Ngo, Tuan-Cuong Vuong, Thien Van Luong, H. Tran
Journal Cluster Computing, July 2023 (ISI).
DOI: 10.1007/s10586-023-04089-5Throughput Optimization for NOMA Energy Harvesting Cognitive Radio with Multi-UAV-Assisted Relaying under Security Constraints
Viet-Hung Dang, H. Tran, Tu Dac Ho, Chakchai So-In, Surasak Sanguanpong
IEEE Transactions on Cognitive Communications and Networking, 2022 (ISI).On System Performance of NOMA Cognitive Radio Networks with Power and Secure Constraints
Van Vo Nhan, Hung Viet Dang, Hung Tran, Binh Dac Ha
IEEE Access, 2022 (ISI).Security at Physical Layer of Cognitive Cooperative Radio Networks
Truong QX, H. Tran, Elisabeth Uleman, Mai Tran Truc
IEEE Access, Accepted, 2019 (ISI).RF Energy Harvesting: An Analysis for Wireless Sensor Networks with Reliable Communication
H. Tran, Johan Akerberg, Mats Bjorkman, Ha-Vu Tran
Wireless Networking (Springer), July 2017 (ISI).Power Allocation Policy and Performance Analysis of Secure and Reliable Communication in Cognitive Radio Networks
Truong QX, H. Tran, Elisabeth Uleman, G. Kaddoum, T. Q. Anh
Wireless Networking (Springer), September 2017 (ISI).Time Reversal SWIPT Network with an Active Eavesdropper: SER-Energy Region Analysis
Ha-Vu Tran, G. Kaddoum, H. Tran
IEEE Access, 2017 (ISI).Three-Step Two-Way Decode and Forward Relay with Energy Harvesting
Nguyen Thi Phuoc Van, Syed Faraz Hasan, Xiang Gui, Subhas Mukhopadhyay, H. Tran
IEEE Communications Letters, November 2016 (ISI).A Framework for Packet Delay Analysis in an Underlay Cognitive Radio Network
L. Sibomana, H.-J. Zepernick, H. Tran, C. Kabiri
IEEE Transactions on Mobile Computing, October 2016 (ISI).Power Allocation for Cognitive Underlay Networks over Spectrum Band Selection
H. Tran, G. Kaddoum, F. Gagdon
Journal of Physical Communication (Elsevier), October 2016 (ISI).Cognitive Radio Network with Secrecy and Interference Constraints
H. Tran, G. Kaddoum, F. Gagdon, L. Sibomana
Journal of Physical Communication (Elsevier), November 2016 (ISI).Impact of Secondary User Communication on Security Communication of Primary User
L. Sibomana, H. Tran, T. Q. Anh
Security and Communication Networks, May 2015 (ISI).Performance Analysis of Physical Layer Security over α–μ Fading Channel
L. Kong, H. Tran, G. Kaddoum
IET Letter, 2015 (ISI).Generalized Code Index Modulation Technique for High Data Rate Communication Systems
G. Kaddoum, Y. Nijsure, H. Tran, M. F. A. Ahmed
IEEE Transactions on Vehicular Technology, April 2015 (ISI).Performance Analysis of a Cognitive Cooperative Radio Network with a Buffered Relay
H. Tran, H.-J. Zepernick, H. Phan, L. Sibomana
IEEE Transactions on Vehicular Technology, May 2014 (ISI).Cognitive Proactive and Reactive DF Relaying Schemes under Joint Outage and Peak Transmit Power Constraints
H. Tran, H.-J. Zepernick, H. Phan
IEEE Communications Letters, March 2013 (ISI).Cognitive Cooperative Networks with DF Relay Selection under Interference Constraints of Multiple Primary Users
H. Tran, H.-J. Zepernick, H. Phan
Wireless Communications and Mobile Computing, February 2013 (ISI).
Các đề tài, dự án đã triển khai
- Anomaly detection in IoT networks, an independent work package of Serendipity project, 2021-2022, Strategy Projects, Sweden.
- Academic Gates platform for academic community, VINNOVA Startup, Sweden, 2020-2021.
- Serendipity – Safe and Reliable Platforms for Autonomy, improving protection against cyber attacks in IoT critical systems, 2018-2020, Strategy Projects, Sweden.
- Academic Gates, a system for collecting and classifying academic positions globally, self-funding R&D project, Brighter Gates AB, Sweden, ongoing.
- SafeCOP – Safe Cooperating Cyber-Physical Systems using Wireless Communication, VINNOVA and ECSEL, Sweden, 2016-2018.
- WIRE – Wireless Industrial networks with Reliability Enhancements, KKS, Sweden, 2015-2016.
- Performance Analysis of Cognitive Radio Networks under Joint Constraints, Research Project, 2013-2014.
- Learning Management System, funded by VVOB, Belgium, 2007-2008.
- Student Information Management at Hanoi College of Education, 2004–2006.
- Question Bank for Objective Test, funded by the European Union, 2004–2005 (Phase II).
- Question Bank for Objective Test, funded by the European Union, 2003–2004 (Phase I).
Các môn giảng dạy
- Python for Data Analysis
- Computer Networks
- Wireless Communications
- Database Management Systems
- Time Series Analysis
- Introduction to AI
- Machine Learning & Data Science for Finance
- Object Oriented Programming
- Queuing Theory
- Lập trình Mobile
- Data Mining
- Data Visualization
- Operating Systems
Thành viên
TS. Trần Hùng
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