WASHINGTON -- President Barack Obama plans to lift longstanding U.S. restrictions on Cuba, a senior administration official said, allowing Cuban-Americans to visit families there as often as they like and to send them unlimited funds.

The gesture, which could herald more openness with the Castro regime, will fulfill a campaign promise and follows more modest action in Congress this year to loosen travel rules.

The...