This document discusses indoor radio positioning systems. It begins with an overview of positioning methods such as triangulation, trilateration, multilateration and fingerprinting. It then discusses challenges with indoor positioning like multipath effects and attenuation. It evaluates options for indoor positioning systems including cellular, WiFi, and ultra-wide band (UWB) systems. UWB seems the best option due to its ability to mitigate multipath effects. The document concludes with challenges for deploying indoor positioning systems at scale, such as cost of deploying many base stations and issues with base station resources, synchronization, locations and coverage.