Live Demonstration: IMU-based Human Activity Recognition towards Camptocormia Measurement at Home

This demonstration presents a wearable sensor system that uses neural networks to classify human activities and measure the camptocormia angle (CA) via the perpendicular method. Two inertial measurement units (IMUs) mounted on C7 and L5 vertebrae capture acceleration and rotation data, which are processed in real time on an NVIDIA Jetson Nano. This setup enables real-time activity classification, offering insights into tracking camptocormia and Parkinson's disease progression during daily activities.

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Publication Details

Published
2025-05-25
DOI
https://doi.org/10.1109/iscas56072.2025.11043227
Primary Topic
Parkinson's Disease and Spinal Disorders
Type
article
Field-Weighted Citation Impact
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article

Live Demonstration: IMU-based Human Activity Recognition towards Camptocormia Measurement at Home

Kamran Naderi Beni, Robert Rieger, Lukas Riesel
Parkinson's Disease and Spinal Disorders
article

Live Demonstration: IMU-based Human Activity Recognition towards Camptocormia Measurement at Home

Kamran Naderi Beni, Robert Rieger, Lukas Riesel
article en

Abstract

This demonstration presents a wearable sensor system that uses neural networks to classify human activities and measure the camptocormia angle (CA) via the perpendicular method. Two inertial measurement units (IMUs) mounted on C7 and L5 vertebrae capture acceleration and rotation data, which are processed in real time on an NVIDIA Jetson Nano. This setup enables real-time activity classification, offering insights into tracking camptocormia and Parkinson's disease progression during daily activities.

Christian-Albrechts-Universität zu Kiel (DE)
Openalex Percentile: Top 76%
Parkinson's Disease and Spinal Disorders
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