Hi!
Reconfigured both units. And with help from google found that TP-Link needs some extra settings (not mentioned in doc).
Everything then worked... But now after 2 days TP-Link is blind. Again.
Seems to me that TP-Link TL-WA500G is too unstable in client mode. Piece of garbage. Avoid as far as possible.
Arduino works fine.