PaperS7575
Modeling a Sensor to Improve its Efficacy
A calibrated light-sensor model helps a robot locate a known white circle with fewer reported measurements. The task uses fixed lighting, distance and prior shape assumptions. Supplied uncertainty values are missing, and native equation, count and date discrepancies remain unresolved. These results do not establish general object recognition or UAP performance.
Complete supplied18-page preprint read; final version and raw gaps