The Collaborative International Dictionary of English v.0.48:

Saddlebags \Sad"dle*bags\, n. pl.
   Bags, usually of leather, united by straps or a band,
   formerly much used by horseback riders to carry small
   articles, one bag hanging on each side.
   [1913 Webster]