High-Efficiency Geometric Compression for Automotive Sidelink Channels

Streaming multi-million-point LiDAR frames over bandwidth-constrained 5.9 GHz radio links.

Adaptive Octree Subdivision and Pruning

Decomposing 3D space into hierarchical octree bounding volumes, transmitting high-density point clusters only for dynamic hazards while static roadbeds use coarse grids.

Temporal Inter-Frame Predictive Coding

Exploiting vehicle motion vectors to predict point cloud evolution between frames, transmitting only displacement residuals to achieve 95% bandwidth savings.

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