Abstract: We present a novel heuristic fall-detection algorithm based on combining double thresholding of two simple features with fuzzy logic techniques. We extract the features from the acceleration ...

Some of them need data from more than one device, which is not a typical use case. Other approaches could have better accuracy regarding activity recognition and fall detection. In this paper, we ...

After the VCU processes the images, they are processed by the YOLOv3 fall detection algorithm using the Vitis AI APIs. If a fall is detected, an emergency alert SMS is sent to the relative. We used ...