The NYCMate application (available for iPhone and Android) has a NextTrain feature, which uses phone data to predict subway arrival times. It does so by analyzing when its users lose signal when going underground. According to this article, the system will need about 10,000 of NYCMate’s 600,000 users to turn on the NextTrain feature to get an accurate view of what is happening with the trains in Manhattan.