This work has been developed within the framework of the Italian smart city project “Health@Home (H@H)”. The main goal is the development of a joint network (heterogeneous devices, both biomedical and home automation) to monitor the user’s health conditions within the home environment, together with dedicated services from the measured quantities. In particular, H@H follows the context of the Active and Assisted Living environment to improve the well-being of elderly giving support to the users at home. In this paper, the authors describe the implemented final prototype software architecture implemented, the measuring protocol used in resting conditions and the implementation of three user services, providing real-time feedback about the us...