代表性论文及著作
[1]. 梁应敞，Dynamic Spectrum Management: From Cognitive Radio to Blockchain and Artificial Intelligence, Springer, 2019 [论述基于认知无线电、人工智能及区块链的智能化动态频谱接入理论和技术]
[2]. L. Zhang, J. Tan, Y.-C. Liang, G. Feng, and D. Niyato, “Deep Reinforcement Learning based Modulation and Coding Scheme Selection in Cognitive Heterogeneous Networks”, IEEE Transactions on Wireless Communications, 18(6): 3281-3294, 2019. (会议论文获得2019年IEEE ICC最佳论文奖)
[3]. X. Kang, Y.-C. Liang, and J. Yang, “Riding on the Primary: A New Spectrum Sharing Paradigm for Wireless-Powered IoT Devices”, IEEE Transactions on Wireless Communications, 17(9): 6335-6347, 2018. (会议论文获得2017年IEEE ICC最佳论文奖)
[4]. L. Zhang, Y.-C. Liang, and M. Xiao, “Spectrum Sharing for Internet of Things: A Survey”, in IEEE Wireless Communications, 26(3): 132-139, 2019. (ESI高被引论文)
[5]. G. Yang, Y.-C. Liang, R. Zhang, and Y. Pei, “Modulation in the Air: Backscatter Communications over Ambient OFDM Signals”, IEEE Transactions on Communications, 66(3): 1219-1233, 2018. (ESI高被引论文)
[6]. G. Yang, Q. Zhang, and Y.-C. Liang, “Cooperative Ambient Backscatter Communication Systems for Future Internet-of-Things”, IEEE Internet of Things Journal, 5(2): 1116-1130, 2018. (ESI高被引论文)
专利
[P1] 梁应敞、曹阳、张蔺，“基于深度强化学习的无人机网络多用户接入控制方法”，申请日：2019.01.25，申请号：CN2019100749446。
[P2] 梁应敞、谭俊杰、张蔺，“一种蜂窝移动通信系统接入非授权频谱的方法”，申请日：2019.03.28，申请号：CN 2019102410037
[P3] 梁应敞、张倩倩，“一种共生网络中用户关联的方法”，申请日：2019.04.12，申请号：CN 2019102921009
[P4] 梁应敞、史佳琦、张倩倩，“一种基于深度神经网络的分布式功率分配方法”，申请日：2019.07.04，申请号：CN 2019105979887
[P5] 梁应敞220102196810053355、贾浩楠，“一种基于神经网络的蜂窝移动通信系统接收机设计方法”，申请日：2019.08.09，申请号：CN 2019107323961