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3D object detection for autonomous driving: A comprehensive survey
Autonomous driving, in recent years, has been receiving increasing attention for its potential
to relieve drivers' burdens and improve the safety of driving. In modern autonomous driving …
to relieve drivers' burdens and improve the safety of driving. In modern autonomous driving …
A survey of collaborative perception in intelligent vehicles at intersections
As an important component of intelligent transportation systems, collaborative perception
has made great progress in recent years. In collaborative perception, multiple devices rely …
has made great progress in recent years. In collaborative perception, multiple devices rely …
EdgeCooper: Network-aware cooperative LiDAR perception for enhanced vehicular awareness
Autonomous driving vehicle (ADV) that is ready to transform our society and economy, is in
desperate need of precise positioning over itself as well as surrounding environments …
desperate need of precise positioning over itself as well as surrounding environments …
Latency-aware collaborative perception
Collaborative perception has recently shown great potential to improve perception
capabilities over single-agent perception. Existing collaborative perception methods usually …
capabilities over single-agent perception. Existing collaborative perception methods usually …
Coopernaut: End-to-end driving with cooperative perception for networked vehicles
Optical sensors and learning algorithms for autonomous vehicles have dramatically
advanced in the past few years. Nonetheless, the reliability of today's autonomous vehicles …
advanced in the past few years. Nonetheless, the reliability of today's autonomous vehicles …
VIPS: Real-time perception fusion for infrastructure-assisted autonomous driving
Infrastructure-assisted autonomous driving is an emerging paradigm that expects to
significantly improve the driving safety of autonomous vehicles. The key enabling …
significantly improve the driving safety of autonomous vehicles. The key enabling …
Model-assisted learning for adaptive cooperative perception of connected autonomous vehicles
Cooperative perception (CP) is a key technology to facilitate consistent and accurate
situational awareness for connected and autonomous vehicles (CAVs). To tackle the …
situational awareness for connected and autonomous vehicles (CAVs). To tackle the …
Extend your own correspondences: Unsupervised distant point cloud registration by progressive distance extension
Registration of point clouds collected from a pair of distant vehicles provides a
comprehensive and accurate 3D view of the driving scenario which is vital for driving safety …
comprehensive and accurate 3D view of the driving scenario which is vital for driving safety …
Autocast: Scalable infrastructure-less cooperative perception for distributed collaborative driving
Autonomous vehicles use 3D sensors for perception. Cooperative perception enables
vehicles to share sensor readings with each other to improve safety. Prior work in …
vehicles to share sensor readings with each other to improve safety. Prior work in …
A networking perspective on starlink's self-driving leo mega-constellation
Low-earth-orbit (LEO) satellite mega-constellations, such as SpaceX Starlink, are under
rocket-fast deployments and promise broadband Internet to remote areas that terrestrial …
rocket-fast deployments and promise broadband Internet to remote areas that terrestrial …