Microsoft Corp. is turning to an unlikely ally to boost its presence in mobile phones: archrival Google Inc.

Nokia Corp., whose mobile-device business will soon be bought by Microsoft, plans to introduce this month a smartphone powered by a version of Google's Android mobile software, according to people familiar with the matter.

Nokia...