I picked up a used sleeping bag for $6 from a thrift shop and added about $4 worth of shock cord and made myself a super cheap under quilt.

It might weigh 1200g and probably won't insulate very well but for ten bucks I'm not complaining.

Some pictures here. http://imgur.com/a/uucez