About Me

Hub Git

Vu N. Ha received the B.Eng. degree (Hons.) from the French Training Program for Excellent Engineers in Vietnam (PFIEV), Ho Chi Minh City University of Technology (HCMUT), Vietnam, the Addendum degree from the École Nationale Supérieure des Télécommunications de Bretagne–Groupe des École des Télécommunications, Bretagne, France, in 2007, and the Ph.D. degree (Hons.) from the Institut National de la Recherche Scientifique–Énergie, Matériaux et Télécommunications (INRS-EMT), Université du Québec, Montreal, QC, Canada, in 2017.

From 2008 to 2011, he was a Research Assistant with the School of Electrical Engineering, University of Ulsan, Ulsan, South Korea. From 2016 to 2020, he worked as a PostDoctoral Fellow with the École Polytechnique de Montréal, and then with the École de Technologie Supérieure (ÉTS), Resilient Machine learning Institute (ReMI), University of Québec. In April 2021, he joined the Interdisciplinary Centre for Security, Reliability, and Trust (SnT), University of Luxembourg, as a Research Associate.

He received the Innovation Award for his Ph.D. degree. Then, he was a recipient of the FRQNT Post-Doctoral Fellowship for International Researcher (PBEEE) awarded by the Québec Ministry of Education in 2018 and 2019. In 2021 and 2022, he was also awarded the Certificate for Exemplary Reviews by the IEEE WIRELESS COMMUNICATIONS LETTERS.

His research interests include radio resource management (RRM) and emerging enabling technologies for 5G wireless systems with a special emphasis on heterogeneous small-cell networks, Cloud RAN, massive MIMO communications, mobile edge computing, 802.11ax WiFi, beam-hoping, and precoding design for the new generation satellite communication systems. He also aims to apply the Machine Learning/Deep Learning and Optimization-based tools/solutions for RRM problems in MAC/PHY layers of several wireless communication systems.

My Career

SnT - Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg

Working exclusively in several projects on Satellite Communication Systems - FNR, SES, ESA
Designing efficient frameworks for Beam Hoping, Multi-beam Precoding using optimization and reinforcement learning techniques.

Apr. 2021
Researcher Associate (Promoted to Research Scientist Feb. 2023)

Ecole Technologie Superieure

Working exclusively in the project - ‘Intelligent Tactical Wireless Networks for Challenging Environments’, sponsored by Ultra Electronic TCS
Designing efficient frameworks for Link Adaptation in Contested and Mobile Environments using optimization and reinforcement learning techniques.

Oct. 2019 - Mar. 2021
Postdoctoral Fellow

Polytechnique Montreal

Working exclusively in NSERC project - under Grant RGPIN-2016-06401 in Poly-Grames Research Center.
Developing fundamental research for hybrid beamforming design for massive-MIMO and mmWave communication networks.
Designing efficient frameworks and resource management algorithms for Mobile Edge Computing, 5G-NR and beyond-5G with flexible numerology, Physical Layer with AI.

Oct. 2016 - Oct. 2019
Postdoctoral Fellow
with FQRNT postdoctoral fellowship

Humanitas Solutions

Working exclusively in Deep learning based drone-assisted wireless location project.
Developing deep learning algorithm for localization, Implementing the firmware and hardware for drone-assisted localization IoT framework.

July. 2018 - Mar. 2019
Intern R&D Engineer

INRS-EMT, University of Quebec

Acquiring solid background and understanding of 4G and 5G wireless communications: LTE, Femtocell, C-RAN, Massive MIMO, Full-Duplex.
Designing and evaluating adaptive multiuser beamforming, power control, subchannel allocation, and signal processing techniques for HetNets and C-RAN.

Aug. 2011 - Sep. 2016
Ph.D. Research Assistant

My Publications

Patent-Book-Chapter-Journal

PATENT
[P-1] KR101450351B1 - South Korea Patent - Spectrum Sensing Method, and Cognitive Radio Device and System using the Same Frequency Band - Contributors: Ha Nguyen Vu and Hyung Yun Kong.

BOOK CHAPTER
[BC-1] J. Querol, A. Gonzalez, Vu N. Ha, S. Kumar, and S. Chatzinotas, Wireless and networking technologies for social distancing - indoor and outdoor, Enabling Technologies for Social Distancing: Fundamentals, Concepts and Solutions. IET, London, UK, 2022.

JOURNAL
[J-17] L. Chen, Vu N. Ha, E. Lagunas, L. Wu, S. Chatzinotas and B. Ottersten, The Next Generation of Beam Hopping Satellite Systems: Dynamic Beam Illumination with Selective Precoding, IEEE Transactions on Wireless Communications, 2022. (Early Access)

[J-16] Vu N. Ha, G. Kaddoum, and G. Poitau, Joint Radio Resource Management and Link Adaptation for Multicasting 802.11ax-based WLAN Systems, IEEE Transactions on Wireless Communications, 2021.

[J-15] Q. V. Pham, F. Fang, Vu N. Ha, Md. J. Piran, M. Le, L. B. Le, W.-J. Hwang, and Z. Ding, A Survey of Multi-Access Edge Computing in 5G and Beyond: Fundamentals, Technology Integration, and State-of-the-Art, IEEE Access, 2020.

[J-14] Vu N. Ha, Duy N. H. Nguyen, and Jean-Francois Frigon, System Energy-Efficient Hybrid Beamforming for mmWave Multi-user Systems, IEEE Transactions on Green Communications and Networking, 2020.

[J-13] Vu N. Ha, TiTi Nguyen, Long B. Le, and Jean-Francois Frigon, Admission Control and Network Slicing for Multi-Numerology 5G Wireless Networks, IEEE Networking Letters, 2019.

[J-12] TiTi Nguyen, Vu N. Ha, and Long B. Le, Wireless Scheduling for Heterogeneous Services with Mixed Numerology in 5G Wireless Networks, IEEE Wireless Communications Letters, 2019.

[J-11] Ti Ti Nguyen, Vu N. Ha, Long B. Le, and Robert Schober, Joint Data compression and Computation offloading in Hierarchical Fog-Cloud Systems, IEEE Transactions on Wireless Communications, 2019.

[J-10] Vu N. Ha, Duy H. N. Nguyen, and Jean-Francois Frigon, Subchannel Allocation and Hybrid Precoding in Millimeter-Wave OFDMA Systems, IEEE Transactions on Wireless Communications, 2018.

[J-9] Vu N. Ha and Long B. Le, End-to-end network slicing in virtualized OFDMA-based cloud radio access networks, IEEE Access 5, 2017.

[J-8] Vu N. Ha, Long B. Le, and Ngoc-Dung Dao, Coordinated multipoint transmission design for Cloud-RANs considering limited fronthaul capacity constraints, IEEE Transactions on Vehicular Technology, vol. 65, no. 9, Sept. 2016.

[J-7] Tri Nguyen, Vu N. Ha, and Long B. Le, Resource allocation optimization in multi-user multi-cell massive MIMO networks considering pilot contamination, IEEE Access, 3, 2015.

[J-6] Vu N. Ha and Long B. Le, Fair resource allocation for OFDMA femtocell networks with macrocell protection, IEEE Transactions on Vehicular Technology, vol. 63, no. 3, Mar. 2014.

[J-5] Vu N. Ha and Long B. Le, Distributed base station association and power control for heterogeneous cellular networks, IEEE Transactions on Vehicular Technology, vol. 63, no. 1, Jan. 2014.

[J-4] Vu N. Ha and H. Y. Kong, Joint subcarrier matching and power allocation in OFDM two-way relay systems, IEEE Journal of Communications and Networks, vol. 14, no. 3, Jun. 2012.

[J-3] Vu N. Ha and H. Y. Kong, Performance analysis for the amplify-and-forward two-way cooperative relaying network, IEICE Transactions on Communications, vol. E94-B, no. 9, Sept. 2011.

[J-2] Vu N. Ha, Tan T. Le, and H. Y. Kong, Capacity performance analysis for decode-and-forward OFDM dual-hop system, IEICE Transactions on Communications, vol. E93-B, no. 9, Sept. 2010.

[J-1] Vu N. Ha and H. Y. Kong, Adaptive decode-and-forward cooperative networks with limited feedback, IEICE Transactions on Communications, vol. E93-B, no. 2, Feb. 2010.

Conference

[C-25] Vu N. Ha, E. Lagunas, T. S. Abdu, H. Chaker, S. Chatzinotas, J. Grotz, Large-Scale Beam Placement and Resource Allocation Design for MEO-Constellation SATCOM, ICC 2023 Workshop 6GSatComNet'23.

[C-24] T. S. Abdu, E. Lagunas, Vu N. Ha, J. Grotz, S. Kisseleff, S. Chatzinotas, Demand-aware Flexible Handover Strategy for LEO Constellation, ICC 2023 Workshop 6GSatComNet'23.

[C-23] H. Nguyen-Kha, Vu N. Ha, E. Lagunas, S. Chatzinotas, J. Grotz, Two-tier User Association and Resource Allocation Design for Integrated Satellite-Terrestrial Networks, ICC 2023 Workshop 6GSatComNet'23.

[C-22] H. Nguyen-Kha, Vu N. Ha, E. Lagunas, S. Chatzinotas, J. Grotz, LEO-to-User Assignment and Resource Allocation for Uplink Transmit Power Minimization, International ITG 26th Workshop on Smart Antennas and 13th Conference on Systems, Communications, and Coding, 2023.

[C-21] E. Lagunas, Vu N. Ha, T. V. Chien, S. Andrenacci, N. Mazzali, S. Chatzinotas, Multicast MMSE-based Precoded Satellite Systems: User Scheduling and Equivalent Channel Impact, IEEE VTC-Fall 2022.

[C-20] T. M. Kebedew, Vu N. Ha, E. Lagunas, J. Grotz, S. Chatzinotas, QoE-Oriented Resource Allocation Design Coping with Time-Varying Demands in Wireless Communication Networks, IEEE VTC-Fall 2022.

[C-19] D. D. Tran, Vu N. Ha, S. Chatzinotas, Novel Reinforcement Learning based Power Control and Subchannel Selection Mechanism for Grant-Free NOMA URLLC-Enabled Systems, IEEE VTC-Fall 2022.

[C-18] V. Monzon Baeza, Vu N. Ha, J. Querol, S. Chatzinotas, Non-Coherent Massive MIMO Integration in Satellite Communication, 27th Ka and 39th ICSSC joint Conference 2022.

[C-17] Vu N. Ha, Z. Abdullah, G. Eappen, J. C. Merlano Duncan, R. Palisetty, J. L. Gonzalez Rios, W. Alves Martins, H.- P. Chou, J. A. Vasquez-Peralvo, L. M. Garces Socarras, H. Chaker, S. Chatzinotas, Joint Linear Precoding and DFT Beamforming Design for Massive MIMO Satellite Communication, GLOBECOM 2022 Workshop.

[C-16] Vu N. Ha, T. T. Nguyen, E. Lagunas, J. C. Merlano Duncan, S. Chatzinotas, GEO Payload Power Minimization: Joint Precoding and Beam Hopping Design, IEEE GLOBECOM 2022.

[C-15] H. Hojatian, Vu N. Ha, J. Nadal, J.-F. Frigon, and F. Leduc-Primeau, RSSI-Based Hybrid Beamforming Design with Deep Learning, IEEE ICC 2020.

[C-14] P. D. Nguyen, Vu N. Ha, Long B. Le, Computation Offloading and Resource Allocation for Backhaul Limited Cooperative MEC Systems, in proc. IEEE VTC-Fall 2019.

[C-13] Vu N. Ha, Duy H. N. Nguyen, and Jean-Francois Frigon, Energy-Efficient Hybrid Precoding for mmWave Multi-user Systems, IEEE ICC, May 2018.

[C-12] Vu N. Ha, Duy H. N. Nguyen, and Jean-Francois Frigon, Joint Subchannel Allocation and Hybrid Precoding Design for mmWave Multiuser OFDMA Systems, in Proc. IEEE PIMRC, Oct. 2017.

[C-11] Tam T. Tran, Vu N. Ha, Long B. Le, and Andre Girard, Uplink/Downlink Matching Based Resource Allocation for Full-Duplex OFDMA Wireless Cellular Networks, in Proc. IEEEWCNC, Mar. 2017.

[C-10] Tam T. Tran, Vu N. Ha, Long B. Le, and André Girard, Dynamic resource allocation for full-duplex OFDMA wireless cellular networks, in Proc. IEEE VTC2016-Fall, Sept. 2016.

[C-9] Vu N. Ha and Long B. Le, Resource allocation for uplink OFDMA C-RANs with limited computation and fronthaul capacity, in Proc. IEEE ICC 2016, May. 2016.

[C-8] Vu N. Ha and Long B. Le, Computation capacity constrained joint transmission design for C-RANs, in Proc. IEEE WCNC 2016, Apr. 2016.

[C-7] Vu N. Ha, Duy H. N. Nguyen, and Long B. Le, Sparse precoding designs for Cloud-RANs sum-rate maximization, in Proc. IEEE WCNC 2015, Mar. 2015.

[C-6] Vu N. Ha and Long B. Le, Joint coordinated beamforming and admission control for fronthaul constrained Cloud-RANs, in Proc. IEEE GLOBECOM 2014, Dec. 2014. (in Top 50 Best Paper of Globecom’2014)

[C-5] Vu N. Ha, Long B. Le, and Ngoc-Dung Dao, Energy-efficient coordinated transmission for Cloud-RANs Algorithm design and tradeoff, in Proc. IEEE CISS 2014, Mar. 2014.

[C-4] Vu N. Ha, Long B. Le, and Ngoc-Dung Dao, Cooperative transmission in Cloud-RAN considering fronthaul capacity and cloud processing constraints, in Proc. IEEEWCNC 2014, Apr. 2014.

[C-3] Vu N. Ha and Long B. Le, Resource management for two-tier femtocell networks using interference alignment, in Proc. Workshop - Heterogeneous and Small Cell Networks (HetSNets), IEEE GLOBECOM’2013, Dec. 2013.

[C-2] Vu N. Ha and Long B. Le, Distributed resource allocation for OFDMA femtocell networks with macrocell protection, in Proc. IEEEWCNC 2013, Apr. 2013.

[C-1] Vu N. Ha and Long B. Le, Hybrid access design for femtocell networks with dynamic user association and power control, in Proc. IEEE VTC-Fall 2012, Sept. 2012.

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