  The cINnAMON EUREKA Traditional project endeavours to revolutionize indoor
lighting positioning and monitoring through the integration of intelligent
devices and advanced sensor technologies. This article presents the prototypes
developed for various project components and explores their potential
application in medical education, particularly for aspiring healthcare
professionals. The current variant of the intelligent bulb prototype offers a
comparative analysis of the project's bulb against commercially available smart
bulbs, shedding light on its superior efficiency and capabilities. Furthermore,
the initial smart bracelet prototype showcases its ability to collect and
analyse data from an array of built-in sensors, empowering medical students to
evaluate fragility levels based on accelerometer, gyroscope, orientation, and
heart rate data. Leveraging trilateration and optimization algorithms, the
intelligent location module enables precise monitoring of individuals'
positions within a building, enhancing medical students' understanding of
patient localization in healthcare settings. In addition, the recognition of
human activity module harnesses data from the bracelet's sensors to classify
different activities, providing medical students with invaluable insights into
patients' daily routines and mobility patterns. The user's personal profile
module facilitates seamless user registration and access to the comprehensive
services offered by the cINnAMON system, empowering medical students to collect
patient data for analysis and aiding doctors in making informed healthcare
decisions. With the telemonitoring system, medical students can remotely
monitor patients by configuring sensors in their homes, thus enabling a deeper
understanding of remote patient management.
