Research

Research Background

Deep Learning for Postural Balance Evaluation

Postural balance pipeline figure

This diagram illustrates our approach for evaluating postural balance using smart glasses (IMU) and a force platform. IMU data is preprocessed and used to train deep learning models for force estimation. The system calculates sway parameters, enabling a comparison with ground-truth force platform measurements for clinical assessment and monitoring. View Paper

Mitigating Cyber Attacks in LoRaWAN

Postural balance pipeline figure

Postural balance pipeline figure

This diagram illustrates our approach for evaluating postural balance using smart glasses (IMU) and a force platform. IMU data is preprocessed and used to train deep learning models for force estimation. The system calculates sway parameters, enabling a comparison with ground-truth force platform measurements for clinical assessment and monitoring. View Paper

Mitigating Cyber Attacks in LoRaWAN

Postural balance pipeline figure

Postural balance pipeline figure

This diagram illustrates our approach for evaluating postural balance using smart glasses (IMU) and a force platform. IMU data is preprocessed and used to train deep learning models for force estimation. The system calculates sway parameters, enabling a comparison with ground-truth force platform measurements for clinical assessment and monitoring. View Paper

Deep Learning for Postural Balance Evaluation

Postural balance pipeline figure

This diagram illustrates our approach for evaluating postural balance using smart glasses (IMU) and a force platform. IMU data is preprocessed and used to train deep learning models for force estimation. The system calculates sway parameters, enabling a comparison with ground-truth force platform measurements for clinical assessment and monitoring. View Paper

Mitigating Cyber Attacks in LoRaWAN

Postural balance pipeline figure

Postural balance pipeline figure

This diagram illustrates our approach for evaluating postural balance using smart glasses (IMU) and a force platform. IMU data is preprocessed and used to train deep learning models for force estimation. The system calculates sway parameters, enabling a comparison with ground-truth force platform measurements for clinical assessment and monitoring. View Paper

Mitigating Cyber Attacks in LoRaWAN

Postural balance pipeline figure

Postural balance pipeline figure

This diagram illustrates our approach for evaluating postural balance using smart glasses (IMU) and a force platform. IMU data is preprocessed and used to train deep learning models for force estimation. The system calculates sway parameters, enabling a comparison with ground-truth force platform measurements for clinical assessment and monitoring. View Paper