Arsenal beat Bayern 2-0 in Munich at the same stage last season but went out on away goals - the German side having won 3-1 at the Emirates.
Oxlade-Chamberlain said: "We managed to get a good result away at Bayern last season so that brings back good memories. If you're going to do well in the competition you've got to beat the best teams."
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