2 papers
cs.NI2025
BEVCooper: Accurate and Communication-Efficient Bird's-Eye-View Perception in Vehicular Networks
Jiawei Hou, Peng Yang, Xiangxiang Dai +2
Bird's-Eye-View (BEV) is critical to connected and automated vehicles (CAVs) as it can provide unified and precise representation of vehicular surroundings. However, quality of the…
cs.MM2023
Edge-Assisted On-Device Model Update for Video Analytics in Adverse Environments
Yuxin Kong, Peng Yang, Yan Cheng
While large deep neural networks excel at general video analytics tasks, the significant demand on computing capacity makes them infeasible for real-time inference on resource-cons…