Cooperative Perception

SCORPION: Robust Spatial-Temporal Collaborative Perception Model on Lossy Wireless Network

Collaborative Perception enables multiple agents, such as autonomous vehicles and infrastructure, to share sensor data via vehicular networks so that each agent gains an extended sensing range and better perception quality. Despite its promising …

Boosting Collaborative Vehicular Perception on the Edge with Vehicle-to-Vehicle Communication

On Data Fabrication in Collaborative Vehicular Perception: Attacks and Countermeasures

Collaborative perception, which greatly enhances the sensing capability of connected and autonomous vehicles (CAVs) by incorporating data from external resources, also brings forth potential security risks. CAVs' driving decisions rely on remote …

Robust Real-time Multi-vehicle Collaboration on Asynchronous Sensors

Cooperative perception significantly enhances the perception performance of connected autonomous vehicles. Instead of purely relying on local sensors with limited range, it enables multiple vehicles and roadside infrastructures to share sensor data …