The presence of multiple sensors in mobile devices enables ubiquitous computing, allowing one user to have a better experience while using its mobile device. Contextaware sensing is also interesting in healthcare for proposing a better rehabilitation. This advanced seminar goes into the possibility offered by sensor fusion for context awareness and provide an overview of existing technologies for navigation and user experience on mobile devices. The second part focuses on home based rehabilitation with context awareness and Body Sensor Network.