Look before you sweep: Visibility-aware motion planning
This addresses safety-critical navigation for robots with limited or occluded sensor fields, though it is incremental relative to existing spherical field-of-view approaches.
The paper tackles the problem of motion planning for a robot with a directional sensor in cluttered environments, ensuring safety by avoiding unseen areas, and presents multiple solution methods with experimental results.
This paper addresses the problem of planning for a robot with a directional obstacle-detection sensor that must move through a cluttered environment. The planning objective is to remain safe by finding a path for the complete robot, including sensor, that guarantees that the robot will not move into any part of the workspace before it has been seen by the sensor. Although a great deal of work has addressed a version of this problem in which the "field of view" of the sensor is a sphere around the robot, there is very little work addressing robots with a narrow or occluded field of view. We give a formal definition of the problem, several solution methods with different computational trade-offs, and experimental results in illustrative domains.