Application of the proposed method. In the era of IoV, the edge nodes of the network (i.e., each vehicle) should not only capture environmental sensing data but also process some preliminary data to reduce bandwidth and latency. To address this problem, a LiDAR-based detection method for edge nodes (i.e., vehicles) is presented. The developed model was modified to ensure that it has high efficiency.