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The RoboPeak and other low-price lidar sensors tend to have trouble with dark surfaces that are at the far end of their sensing range (>50% of rated range); the Hokuyo URG-04LX and the Neato Lidar have similar issues in similar situations.
These sensors tend to do better a close range.
I can think of a few options: