师资力量
通信工程专业教师:周丹阳
周丹阳,硕士学历,毕业于河南大学控制科学与工程专业,助教,所属电子信息系
研究方向:态势感知与预测
主讲课程:电子仿真与模拟、逻辑设计等
发表论文:
[1] X. Ma, S. Hu, D. Zhou, Y. Zhou, N. Lu. Adaptive Deployment of UAV-Aided Networks Based on Hybrid Deep Reinforcement Learning[C]//2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall). IEEE, 2020: 1-6.
[2] Y. Zhou, X. Ma, S. Hu, D. Zhou, N. Cheng and N. Lu, “QoE-driven Adaptive Deployment Strategy of Multi-UAV Networks Based on Hybrid Deep Reinforcement Learning,” in IEEE Internet of Things Journal, 2021, doi:10.1109/JIOT.2021.3066368.
[3] S. Hu, Z. Yu, D. Zhou, Y. Zhou, N. Cheng and N. Lu, "STOG: A Traffic Prediction Scheme Based on Spatio-Temporal Optimized Graph Neural Networks," 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall), 2021, pp. 1-5.
[4] Wang H, Zhou D, Zhang Y, et al. SACS-LSTM: A Vehicle Trajectory Prediction Method Based on Self-Attention Mechanism[C]//Proceedings of the 2021 5th International Conference on Electronic Information Technology and Computer Engineering. 2021: 1061-1067.
[5] D. Zhou, H. Wang, W. Li, Y. Zhou, N. Cheng and N. Lu, "SA-SGAN: A Vehicle Trajectory Prediction Model Based on Generative Adversarial Networks," 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall), 2021, pp. 1-5.
申请专利:
[1] 周毅,周丹阳,胡姝婷,李伟,张延宇,杜晓玉.一种基于生成对抗网络的车辆轨迹预测方法:中国.202011157093.0[P].2020.10.27
[2] 周毅,王虎肖,周丹阳,李伟,张延宇,杜海顺.一种基于长短时记忆网络的多模态车辆轨迹预测方法:中国. 202110406570.0[P].2021.04.15
[3] 周毅,胡姝婷,周丹阳,李伟,张延宇,杜晓玉.一种基于强化时空图神经网络的交通预测方法:中国.202011127925.4[P].2020.10.20.
科学研究:主持一项校级教改项目、一项课程建设项目。
获奖情况:指导学生参加蓝桥杯比赛,被评为优秀指导教师四次。