Publications by authors named "Tarek Mahmud"
Sensors (Basel)
September 2024
Article Synopsis
- * Various AI-based wearable fall detection devices exist, but most struggle with accuracy and often produce false alarms when used in real time on standard smartwatches.
- * The paper investigates the performance of LSTM and Transformer models for fall detection, revealing that while CNN-LSTM models excel offline, Transformers are more suitable for real-time applications due to their ability to manage long data sequences effectively.
