Smart Pressure E Mat

Smart pressure e-mats are sensor systems using pressure-sensitive materials to monitor human activity and physiological parameters, primarily focusing on applications in healthcare, fitness, and rehabilitation. Current research emphasizes the development of deep learning models, including encoder-decoder networks and dual-branch architectures, to process pressure data for tasks such as activity recognition (e.g., sleeping postures, yoga poses), weight estimation, and data augmentation through simulation. These advancements offer non-invasive, privacy-preserving methods for collecting valuable physiological data, improving the accuracy and efficiency of human activity monitoring and analysis across various fields.