Okay, I think a little more information will help.
1) recipe - incl hop qty, type, and addition times.
2) your process - esp. bottling
3) temps - fermentation
Many of us use priming sugar with no problems, so give us a little more and we'll try to help diagnose.
btw - oxygenation makes beer taste like wet cardboard (been there, done that!!!)