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Office
Ultra-Intelligent
Computing/Communication
Laboratory
School of Computer
Science and Engineering
College of
Software
Chung-Ang
University
221 Heukseok, Dongjak, Seoul, 156-756
South Korea
E-mail: tptruong at
uclab.re.kr
Fax: +822 820-5301
Webpage:
http://uc.cse.cau.ac.kr/tptruong.html
Research Interests :
- Ubiquitous Computing
- Wireless Communication
- Data Science
Education :
List of Publications :
International Journals
- T. P. Truong, V.D. Tuong, N.-N. Dao, and S. Cho,
FlyReflect: Joint Flying IRS Trajectory and Phase Shift Design Using Deep Reinforcement Learning," in IEEE Internet of Things Journal, vol. 10, no. 5, pp. 4605-4620, 1 March1, 2023, doi: 10.1109/JIOT.2022.3218740.
(IF: 10.238, Top 5.49%)
[PDF]
- T. P. Truong, N.-N. Dao, and S. Cho,
HAMEC-RSMA: Enhanced aerial computing systems with rate splitting multiple access," in IEEE Access, vol. 10, pp. 52398-52409, 2022, doi: 10.1109/ACCESS.2022.3173125.
(IF: 3.476, Top 38.04%)
[PDF]
- T. V. Nguyen, T. P. Truong, T. M. T. Nguyen, W. Noh and S. Cho,
Achievable Rate Analysis of Two-Hop Interference Channel With Coordinated IRS Relay," in IEEE Transactions on Wireless Communications, vol. 21, no. 9, pp. 7055-7071, Sept. 2022, doi: 10.1109/TWC.2022.3154372.
(IF: 8.346, Top 9.57%)
[PDF]
- V. D. Tuong, T. P. Truong, T. -V. Nguyen, W. Noh and S. Cho,
Partial Computation Offloading in NOMA-Assisted Mobile-Edge Computing Systems Using Deep Reinforcement Learning," in IEEE Internet of Things Journal, vol. 8, no. 17, pp. 13196-13208, 1 Sept.1, 2021, doi: 10.1109/JIOT.2021.3064995.
(IF: 10.238, Top 5.49%)
[PDF]
International Conferences
- T. P. Truong, A.-T. Tran, V. D. Tuong, N.-N. Dao, and S. Cho,
NOMA-Enhanced Quantized Uplink Multi-user MIMO Communications," in Proc. of IEEE INFOCOM , Vancouver, Canada, May 2024.
- T. P. Truong, D. Hur, J. Oh, D. Lee, D. Won, J. Paek, and S. Cho,
NOMA-Enhanced Intelligent Semantic Communication Networks using Deep Reinforcement Learning," in Proc. of ICOIN , Ho Chi Minh, Vietnam, January 2024.
- T. P. Truong, T.M.T. Nguyen, T.-V Nguyen, N.-N. Dao, and S. Cho,
RSMA for Uplink MIMO Systems: DRL-based Achievable System Sum Rate Maximization," in Proc. of IEEE GLOBECOM Workshop, Kuala Lumpur, Malaysia, December 2023.
- T. P. Truong, T.-H. Nguyen, A.-T. Tran, S. V.-T. Tran, V. D. Tuong, L. V. Nguyen, W. Na, L. Park, and S. Cho,
Deep Reinforcement Learning-Based Sum-Rate Maximization for Uplink Multi-user SIMO-RSMA Systems," In Intelligence of Things: Technologies and Applications, N.-N. Dao, T. N. Thinh, and N. T. Nguyen, Eds. Cham: Springer Nature Switzerland, 2023, pp. 36-45, doi: https://doi.org/10.1007/978-3-031-46573-4_4.
(Best Paper Award)
- T. P. Truong, N.-P. Tran, C. M. Ho, T. T. H. Pham, A.-T. Tran, and S. Cho,
Multiple Access in HAP-Enabled Maritime IoT Networks: A Deep Reinforcement Learning Approach," in Proc. of ICMIC, Jeju, South Korea, August 2023.
(Outstanding Paper Award)
- T. -H. Nguyen, T. P. Truong, N. -N. Dao, W. Na, H. Park and L. Park,
Deep Reinforcement Learning-based Partial Task Offloading in High Altitude Platform-aided Vehicular Networks," 2022 13th International Conference on Information and Communication Technology Convergence (ICTC), Jeju Island, Korea, Republic of, 2022, pp. 1341-1346, doi: 10.1109/ICTC55196.2022.9952890.
(Best paper award)
- T. P. Truong, A. -T. Tran, T. M. T. Nguyen, T. -V. Nguyen, A. Masood and S. Cho,
MEC-Enhanced Aerial Serving Networks via HAP: A Deep Reinforcement Learning Approach," 2022 International Conference on Information Networking (ICOIN), Jeju-si, Korea, Republic of, 2022, pp. 319-323, doi: 10.1109/ICOIN53446.2022.9687270.
[PDF]
- A.-T. Tran, D.S. Lakew, T.-V. Nguyen, V.-D.
Tuong, T. P. Truong, N.-N. Dao, and S. Cho,
Hit Ratio
and Latency Optimization
for Caching Systems:
A Survey," 2021 International Conference on Information Networking (ICOIN 2021), Jeju, Korea,
January, 2021.
[PDF]
[IEEE Xplore]
- T.-V. Nguyen, V.-D.
Tuong, A.-T. Tran, T. P. Truong, D. S. Lakew, C. Lee, Y.S. Lee, and S. Cho,
User-Preference-based Proactive Caching in Edge Networks," 2021 International Conference on Information Networking (ICOIN 2021), Jeju, Korea,
January, 2021.
[PDF]
[IEEE Xplore]
- V.-D. Tuong, T. P. Truong, A.-T. Tran, A. Masood, D. S. Lakew, C. Lee, Y. Lee, and S. Cho,
Delay-Sensitive Task Offloading for Internet of Things in Nonorthogonal Multiple Access MEC Networks," in
Proc. of ICTC,, Jeju, Korea, October 2020.
January, 2020.
[PDF]
[IEEE Xplore]
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