Journals
Q. V. Do, Q. -V. Pham and W. -J. Hwang, "Deep Reinforcement Learning for Energy-Efficient Federated Learning in UAV-Enabled Wireless Powered Networks," in IEEE Communications Letters, vol. 26, no. 1, pp. 99-103, Jan. 2022. [pdf]
Q. V. Do and I. Koo, "Deep Reinforcement Learning Based Dynamic Spectrum Competition in Green Cognitive Virtualized Networks," in IEEE Access, vol. 9, pp. 52193-52201, 2021. [pdf]
Q. V. Do and I. Koo, "A Transfer Deep Q-Learning Framework for Resource Competition in Virtual Mobile Networks With Energy-Harvesting Base Stations," in IEEE Systems Journal, vol. 15, no. 1, pp. 319-330, March 2021. [pdf]
Viet Tuan, P.; Ngoc Son, P.; Trung Duy, T.; Nguyen, S.Q.; Ngo, V.Q.B.; Quang Vinh Do.; Koo, I. Optimizing a Secure Two-Way Network with Non-Linear SWIPT, Channel Uncertainty, and a Hidden Eavesdropper. Electronics 2020, 9, 1222. [pdf]
Quang Vinh Do, and Insoo Koo, "Actor-critic deep learning for efficient user association and bandwidth allocation in dense mobile networks with green base stations," in Wireless Networks (2019). [pdf]
Quang Vinh Do, T. N. K. Hoan and I. Koo, "Optimal Power Allocation for Energy-efficient Data Transmission Against Full-duplex Active Eavesdroppers in Wireless Sensor Networks," in IEEE Sensors Journal, vol. 19, no. 13, pp. 5333-5346, July, 2019. [pdf]
Quang Vinh Do, Van Hiep Vu & Insoo Koo (2019) An efficient bandwidth allocation scheme for hierarchical cellular networks with energy harvesting: an actor-critic approach, International Journal of Electronics, 106:10, 1543-1566. [pdf]
Quang Vinh Do and Insoo Koo, "Learning Frameworks for Cooperative Spectrum Sensing and Energy-efficient Data Protection in Cognitive Radio Networks," Applied Science, vol. 8, no. 5, p.722, 2018. [pdf]
Quang Vinh Do, Tran-Nhut-Khai Hoan, and Insoo Koo, "Energy-Efficient Data Encryption Scheme for Cognitive Radio Networks," IEEE Sensors Journal, vol. 18, no. 5, pp. 2050-2059, 2018. [pdf]
Quang Vinh Do, Insoo Koo, "FPGA Implementation of LSB-Based Steganography," Journal of Information and Communication Convergence Engineering, vol. 15, no. 3, pp. 151-159, 2017. [pdf]