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: attran at uclab.re.kr

Fax: +822 820-5301

Webpage: http://uc.cse.cau.ac.kr/attran.html

Research Interests :

• Ubiquitous Computing
  
• Wireless Communication
  

Education :

• B.S.: Danang University of Science and Technology, Danang, Vietnam, 2018.

List of Publications :

International Journals
• T.-H. Nguyen, T. P. Truong, A.-T. Tran, L.H. Park, N.-N. Dao, and S. Cho, Intelligent Heterogeneous Aerial Edge Computing for Advanced 5G Access," to appear in IEEE Transactions on Network Science and Engineering, 2024. (IF: 6.6, Top 4.2%) [PDF] [IEEE Xplore]
• D.S. Lakew, A.-T. Tran, N.-N. Dao, and S. Cho, Intelligent Self-Optimization for Task Offloading in LEO-MEC-Assisted Energy-Harvesting-UAV Systems," to appear in IEEE Transactions on Network Science and Engineering, 2024. (IF: 6.6, Top 4.2%) [PDF] [IEEE Xplore]
• M. C. Ho, A.-T. Tran, D. Lee, J. Paek, W. Noh, and S. Cho, "A DDPG-based Energy Efficient Federated Learning Algorithm with SWIPT and MC-NOMA," to appear in Elsevier ICT Express, 2024. (IF: 5.4, Top 27.80%) [PDF] [IEEE Xplore]
• D.S. Lakew, A.-T. Tran, N.-N. Dao, and S. Cho, "Intelligent Offloading and Resource Allocation in Heterogeneous Aerial Access IoT Networks," IEEE Internet of Things Journal, vol. 10, no. 7, pp. 5704-5718, April 2023. (IF: 9.471, Top 3.70%) [PDF] [IEEE Xplore]
• T.-V. Nguyen, A.-T. Tran, N.-N. Dao, H. Moon, and S. Cho, "Information Fusion on Delivery: A Survey on the Roles of Mobile Edge Caching Systems," Elsevier Information Fusion, vol. 89, pp. 486--509, January 2023. (IF: 17.56, Top 0.92%) [PDF] [IEEE Xplore]
• N.-N. Dao, A.-T. Tran, H.-T. Ngo, T.-T Tran, B.N.Q. Vo, and S. Cho, "A Contemporary Survey on Live Video Streaming from a Computation-Driven Perspective," ACM Computing Surveys, vol. 54, no. 10s, pp. 1--38, November 2022. (IF: 10.024, Top 3.18%) [PDF] [IEEE Xplore]
• N.-N. Dao, D.-N. Vu, A.-T. Tran, V. P. Trung, S. Dustdar, and S. Cho, "On System Stability in Multitier Roadside Computing Toward an Intelligent Transportation," IEEE Transactions on Network Science and Engineering, vol. 9, no. 3, pp. 1128-1138, May-June 2022. (IF: 3.894, Top 14.81%) [PDF] [IEEE Xplore]
• N.-N. Dao, W. Na, A.-T. Tran, D. N. Nguyen, and S. Cho, "Energy-Efficient Spectrum Sensing for Iot Devices," IEEE Systems Journal, vol. 15, no. 1, pp. 1077-1085, March 2021. (IF: 4.266, TOP: 6.548%) [PDF] [IEEE Xplore]
• A.-T. Tran, N.-N. Dao, and S. Cho, "Bitrate Adaptation for Video Streaming Services in Edge Caching Systems," IEEE Access, vol. 8, pp. 135844-135852, July 2020. (IF: 3.745, TOP: 22.44%) [PDF] [IEEE Xplore]

International Conferences
• A. B. Wondmagegn, D. S. Lakew, A. -T. Tran, J. Paek, and S. Cho, "A Review on FSO/RF based Satellite-Aerial-Ground Communication Systems," in Proc. of ICOIN, Ho Chi Minh, Vietnam, January 2024. [PDF]
• 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. [PDF]
• 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, (Best Paper Award) [PDF]
• 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. [PDF]
• Q. T. Do, A.-T. Tran, D. S. Lakew, H. Kim, Y. Son, H. Lee, J, Paek, and S. Cho, "UAV-Satellite Integration for Communication System: Potential Applications and Key Challenges," in Proc. of ICTC , Jeju, South Korea, October 2023. [PDF]
• C. M. Ho, D. S. Lakew, A. -T. Tran, C. Lee, D. T. Hua and S. Cho, "A Review on Unmanned Aerial Vehicle-based Networks and Satellite-based Networks with RSMA: Research Challenges and Future Trends," in Proc. of ICAIIC, , Bali, Indonesia, February 2023. [PDF]
• A. -T. Tran, D. S. Lakew, D. T. Hua, Q. -T. Do, N. -N. Dao and S. Cho, "A Review on Rate-Splitting Multiple Access-Assisted Downlink Networks: Energy Optimizations," in Proc. of ICAIIC, , Bali, Indonesia, February 2023. [PDF]
• D. S. Lakew, A. -T. Tran, A. Masood, N. -N. Dao and S. Cho, "A Review on AI-Driven Aerial Access Networks: Challenges and Open Research Issues," in Proc. of ICAIIC, , Bali, Indonesia, February 2023. [PDF]
• D. T. Hua, D. Lee, A. -T. Tran, D. S. Lakew, Q. -T. Do and S. Cho, "Early-Exiting DNN MIMO Detector Design with Fast Signal Estimation Proces," in Proc. of ICAIIC, , Bali, Indonesia, February 2023. [PDF]
• G. Woraphonbenjakul, Y. Lee, C. Lee, A. Masood, T. M. T. Nguyen, T. V. Nguyen, A.-T. Tran, and S. Cho, "Analysis of Base Station Location Impact on Performance of LEACH Protocol in Wireless Sensor Networks," in Proc. of ICTC, , Jeju, Korea, October 2022. [PDF] [IEEE Xplore]
• A.-T. Tran, D. S. Lakew, N.-P. Tran, N.-N. Dao, and S. Cho, "Delay-Constrained Quality Maximization in RSMA-Based Video Streaming Networks," in Proc. of ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (MobiHoc), , Seoul, Korea, October 2022. [PDF] [IEEE Xplore]
• C. M. Ho, A. T. Tran, C. Lee, D. T. Hua, and S. Cho, "Handover in Mobility-Aware Caching Strategy for LEO Satellite-based Overlay System with Content Delivery Network," in Proc. of ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (MobiHoc), , Seoul, Korea, October 2022. [PDF] [IEEE Xplore]
• Q. T. Do, D. T. Hua, A. T. Tran, and S. Cho, "Energy Efficient Multi-UAV Communication Using DDPG," in Proc. of ICTC, , Jeju, Korea, October 2022. [PDF] [IEEE Xplore]
• T. P. Truong, A.-T. Tran, T. M. Y. Nguyen, T.-V. Nguyen, A. Masood, and S. Cho, "MEC-Enhanced Aerial Serving Networks via HAP:A Deep Reinforcement Learning Approach," in Proc. of IEEE International Conference on Information Networking (ICOIN), Jeju, Korea, January, 2022. [PDF] [IEEE Xplore]
• D.S. Lakew, A.-T. Tran, N.-N. Dao, and S. Cho, "Intelligent Offloading and Resource Allocation in HAP-Assisted MEC Networks," in Proc. of IEEE International Conference on Information and Communication Technology Convergence (ICTC), Jeju, Korea, October, 2021. [PDF] [IEEE Xplore] (Best Paper Award)
• 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," in Proc. of IEEE International Conference on Information Networking (ICOIN), 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," in Proc. of IEEE International Conference on Information Networking (ICOIN), Jeju, Korea, January, 2021. [PDF] [IEEE Xplore]
• A.-T. Tran, T.-V. Nguyen, V.-D. Tuong, N.-N. Dao, and S. Cho, "On Stalling Minimization of Adaptive Bitrate Video Services in Edge Caching Systems," in Proc. of IEEE International Conference on Information Networking (ICOIN), Barcelona, January, 2020. [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 IEEE International Conference on Information and Communication Technology Convergence (ICTC), Jeju, Korea, October 2020. [PDF] [IEEE Xplore]