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3D Coordinate Mapping

In robotic systems and autonomous navigation, depth cameras (like RGB-D sensors) represent the surroundings as a 3D point cloud. A robot arm is situated at the origin (0,0,0)(0,0,0), and its software needs to calculate distances between detected objects to prevent collisions.

A depth sensor detects a cylindrical obstacle with a safety envelope modeled as a sphere centered at C(3,−4,2) metersC(3, -4, 2)\text{ meters} with a radius of r=1.5 metersr = 1.5\text{ meters}. A point obstacle is detected at P(4,−2.5,3) metersP(4, -2.5, 3)\text{ meters}.

  1. Find the distance between the robot arm at the origin O(0,0,0)O(0,0,0) and the center of the spherical safety envelope CC.
  2. Determine the standard equation of the spherical safety envelope.
  3. Calculate the distance from the point obstacle PP to the center of the safety envelope CC. Determine if the point obstacle has breached the safety envelope (i.e., is it inside the sphere?).