Title :
Time synchronization and data fusion for RGB-Depth cameras and inertial sensors in AAL applications
Author :
Cippitelli, Enea ; Gasparrini, Samuele ; Gambi, Ennio ; Spinsante, Susanna ; Wahsleny, Jonas ; Orhany, Ibrahim ; Lindhy, Thomas
Author_Institution :
Dipartimento di Ingegneria dell´Informazione, Universita´ Politecnica delle Marche, Ancona, Italy I-60131
Abstract :
Ambient Assisted Living applications often need to integrate data from multiple sensors, to provide consistent information on the observed phenomena. Data fusion based on samples from several sensors requires accurate time synchronization with sufficient resolution, depending on the sensor sampling frequency. This work presents a technical platform for the efficient and accurate synchronization of the data captured from RGB-Depth cameras and wearable inertial sensors, that can be integrated in AAL solutions. A case study of sensor data fusion for Timed Up and Go test is also presented and discussed.
Keywords :
Acceleration; Cameras; Joints; Light emitting diodes; Sensors; Synchronization; data fusion; depth camera; inertial sensor; synchronization; timed up and go;
Conference_Titel :
Communication Workshop (ICCW), 2015 IEEE International Conference on
Conference_Location :
London, United Kingdom
DOI :
10.1109/ICCW.2015.7247189