Optimizing Iterative Closest Point for Real-Time Robotic Navigation
In the field of autonomous robotics, the Iterative Closest Point (ICP) algorithm is the backbone of spatial awareness. Originally formalized by researchers Besl and McKay in 1992 [1], ICP provides the mathematical framework for “scan matching”—the process of aligning a new sensor reading (the source) with a known map or a previous scan (the target). […]
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