Deep Learning-based Floor Prediction Using Cell Network Information
Khaled Alkiek, Aya Othman, Hamada Rizk, Moustafa Youssef
Abstract
Location services are one of the most used applications today on mobile devices. The vast majority of localization systems propose solutions for locating the user in a 2D single floor environment. However, accurate estimation of the user's floor level, in tall multistory buildings, is a crucial basis for many applications, especially for emergency services.
Topics & Concepts
Computer scienceMobile deviceDeep learningEstimationArtificial intelligenceHuman–computer interactionReal-time computingWorld Wide WebEngineeringSystems engineeringIndoor and Outdoor Localization TechnologiesVideo Surveillance and Tracking MethodsSpeech and Audio Processing