BYD

Last updated February 1, 2026

720

Innovation Areas

34,443

Inventors

189

Collaborations

Voxelized semantic grid architecture: BYDRecent Research Landscape

Inconsistent spatial interpretation in autonomous navigation leads to localization failures, which is mitigated through structured 3D semantic grid updates. This ensures high-fidelity environmental awareness for real-time path planning.

What technical problems is BYD addressing in Voxelized semantic grid architecture?

Inconsistent spatial object tracking

(94)evidences

Ambiguous differentiation between navigable ground and physical obstacles leads to navigation failures. Precise boundary resolution prevents collisions and ensures safe autonomous path planning.

Unsafe manual parking maneuvers

(54)evidences

Inconsistent spatial awareness and control during self-parking leads to collisions or failed docking. Improving maneuver reliability ensures vehicle safety in constrained environments.

Unreliable parking boundary identification

(29)evidences

Inaccurate detection of parking lines and space availability leads to navigation failures. Precise boundary recognition ensures safe autonomous maneuvering in complex environments.

Inaccurate dynamic path prediction

(22)evidences

Unpredictable obstacles and spatial constraints during maneuvering lead to collisions or immobilization. Resolving these conflicts ensures continuous vehicle motion and passenger safety.