·科研项目

2023.6 -至今 低余限可虚拟化光网络的资源优化配置研究 江苏省研究生科研项目 主持人

·学术成果

    [1] Yunwu Wang, Lingxing Kong, Min Zhu*, Jiahua Gu, Xiang Liu, Weidong Tong, Bingchang Hua, Mingzheng Lei, Yuancheng Cai, and Jiao Zhang, “Dynamic RAN slicing mapping under the sliding scheduled traffic model based on deep reinforcement learning in elastic optical networks,” Journal of Lightwave Technology, vol. 42, no. 8, pp. 2636-2647, April 2024. (中科院一区)

[2] Yunwu Wang, Min Zhu*, Jiahua Gu, Xiang Liu, Weidong Tong, Bingchang Hua, Mingzheng Lei, Yuancheng Cai, and Jiao Zhang, “Security-aware 5G RAN slice mapping with tiered isolation in physical-layer secured metro-aggregation elastic optical networks using heuristic-assisted DRL,” Journal of Optical Communications and Networking, vol. 15, no. 12, pp. 969-984, December 2023. (中科院二区)

[3] Yunwu Wang, Min Zhu*, Gaojie Chen, Jiahua Gu, Yuancheng Cai, and Jiao Zhang, “Energy-efficient and QoS guaranteed 3D beam mapping for massive MIMO system under tidal traffic loads,” IEEE Internet of Things Journal. (中科院一区，Top期刊，小修已返修，等待录用)

[4] Yunwu Wang, Lingxing Kong, Min Zhu*, Jiahua Gu, Yuancheng Cai, and Jiao Zhang, “Availability-aware and delay-sensitive RAN slicing mapping based on deep reinforcement learning in elastic optical networks,” IEEE Transactions on Network and Service Management. (中科院二区, 大修已返修，等待录用)

[5] Yunwu Wang, Lingxing Kong, Min Zhu*, Jiahua Gu, Ruoyu Li, Xiang Liu, Bingchang Hua, Mingzheng Lei, Yuancheng Cai, and Jiao Zhang, “Dynamic service function chain mapping and scheduling based on deep reinforcement learning in inter-datacenter elastic optical networks,” Journal of Optical Communications and Networking (中科院二区, 大修已返修，等待录用)

[6] Yunwu Wang, Min Zhu*, Xiaofeng Cai, Jiahua Gu, Xiang Liu, and Jiao Zhang, “DRL-assisted fine-grained function placement and routing of 5G RAN slice with reuse scheme in elastic optical networks,” ICC 2023 - IEEE International Conference on Communications, Rome, Italy, 2023, pp. 1958-1963. (Top会议)

[7] Yunwu Wang, Min Zhu*, Jiahua Gu, Xiang Liu, Weidong Tong, and Jiao Zhang, “A deep reinforcement learning policy for joint antenna selection and radio resource block allocation in a TWDM-PON based front-haul with massive MIMO,” 2022 Asia Communications and Photonics Conference (ACP), Shenzhen, China, 2022, pp. 1145-1150.

[8] Min Zhu*, Yunwu Wang, Jiahua Gu, Xiaofeng Cai, Xiang Liu, Weidong Tong, Yuancheng Cai, and Jiao Zhang, “DRL-assisted joint allocation of antenna, radio, and front-haul resources in TWDM-PON-based NG-RANs with mMIMO-enabled beamforming,” Journal of Optical Communications and Networking, vol. 15, no. 5, pp. 241-254, 2023. (中科院二区)