The University of Southampton


Liu, Dong, Sun, Chengjian, Yang, Chenyang and Hanzo, Lajos (2020) Optimizing wireless systems using unsupervised and reinforced-unsupervised deep learning. IEEE Network, 34 (4), 270-277. (doi:10.1109/MNET.001.1900517).

Liu, Dong, Zhao, Jianyu, Yang, Chenyang and Hanzo, Lajos (2021) Accelerating deep reinforcement learning with the aid of partial model: Energy-efficient predictive video streaming. IEEE Transactions on Wireless Communications. (doi:10.1109/TWC.2021.3053319).

Cui, Jingjing, Ng, Soon Xin, Liu, Dong, Zhang, Jiankang, Nallanathan, Arumugam and Hanzo, Lajos (2021) Multi-objective optimization for integrated ground-air-space networks. IEEE Vehicular Technology Magazine. (In Press)

Liu, Dong, Cui, Jingjing, Zhang, Jiankang, Yang, Chenyang and Hanzo, Lajos (2021) Deep reinforcement learning aided routing in aeronautical ad hoc networks. IEEE Transactions on Vehicular Technology, 5166-5171. (doi:10.1109/TVT.2021.3074015).

Cui, Jingjing, Liu, Dong, Zhang, Jiankang, Yetgin, Halil, Ng, Soon Xin, Maunder, Robert and Hanzo, Lajos (2021) Minimum-delay routing for integrated aeronautical ad hoc networks relying on real flight data in the North-Atlantic region. IEEE Open Journal of Vehicular Technology. (In Press)

Rajput, Kunwar Pritiraj, Ahmed, Mohammad Faisal, Venkategowda, Naveen K. D., Jagannatham, Aditya K., Sharma, Govind and Hanzo, Lajos (2021) Robust decentralized and distributed estimation of a correlated parameter vector in MIMO-OFDM wireless sensor networks. IEEE Transactions on Communications.

Cui, Jingjing, Yetgin, Halil, Liu, Dong, Zhang, Jiankang, Ng, Soon Xin and Hanzo, Lajos (2021) Twin-component near-Pareto routing optimization for AANETs in the North-Atlantic region relying on real flight statistics. IEEE Open Journal of Vehicular Technology. (In Press)


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