1、面向视频分析的边缘系统协作与资源分配策略研究

2、新型多媒体通信网络关键技术研究

3、面向工业场景的超低延时边缘视频分析

[1].   Yuxin Kong, Peng Yang, and Yan Cheng, “Edge-Assisted On-Device Model Update for Video Analytics in Adverse Environment,” in Proc. of ACM MM, 2023.

[2].   Sushu Yang, Peng Yang, Jiayin Chen, Qiang Ye, Ning Zhang, and Xuemin (Sherman) Shen, “Delay-Optimized Multi-User VR Streaming via End-Edge Collaborative Neural Frame Interpolation,” IEEE Transactions on Network Science and Engineering.

[3].   Peng Yang, Jiawei Hou, Li Yu, Wenxiong Chen, and Ye Wu, “Edge-Coordinated Energy-Efficient Video Analytics for Digital Twin in 6G,” China Communications, vol. 20, no. 2, pp. 14–25, 2023.

[4].   Yan Cheng, Peng Yang, Ning Zhang, and Jiawei Hou, “Edge-Assisted Lightweight Region-of-Interest Extraction and Transmission for Vehicle Perception,” in Proc. of IEEE GLOBECOM, Kuala Lumpur, Malaysia, 2023.

[5].   Xiangxiang Dai, Peng Yang, Xinyu Zhang, Zhewei Dai, and Li Yu, “Respire: Reducing Spatial-Temporal Redundancy for Efficient Edge-based Industrial Video Analytics,” IEEE Transactions on Industrial Informatics, vol. 18, no. 12, pp. 9324-9334, 2022.