AI RESEARCH
Task-Oriented Wireless Transmission of 3D Point Clouds: Geometric Versus Semantic Robustness
arXiv CS.LG
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ArXi:2603.13560v1 Announce Type: cross Wireless transmission of high-dimensional 3D point clouds (PCs) is increasingly required in industrial collaborative robotics systems. Conventional compression methods prioritize geometric fidelity, although many practical applications ultimately depend on reliable task-level inference rather than exact coordinate reconstruction.