Motorola said Wednesday it will split into two independent, publicly traded companies, thus separating its struggling mobile-phone business from its broadband and mobility-solutions operations.

The move comes amid a longstanding battle with activist investor Carl Icahn, who has been urging the company to shed the handset unit.