Here in Canada ( Quebec ) we are facing this problem. Snow and freezing rain are not unusual. But a product exist to solve this problem.
It can be found on ebay here: http://www.ebay.ca/itm/262316598023?ssPageName=STRK:MESELX:IT&_trksid=p3984.m1555.l2649
It is very effective.