I smell smoke, when there is no smoke around.

Every now and then I smell smoke, and there is no smoke. Nobody else smells it. Sometimes it is very strong, to the point of burning the nasal passages. It may last a few hours or a few days at a time. Does anybody know how to get rid of it or what causes it? I ask, because I have been experiencing it for a few days now. It makes it hard to concentrate.