Smartphones are a brutal business to be in, especially in North America, where Apple and Samsung have basically locked up the high end of the market and everyone else is fighting for the scraps (and usually losing tons of money in the process). Probably Sharp just realized there was really no way to break in, especially considering they'd have to start from scratch with channels like carrier partnerships, retail presence, and advertising.