High accuracy sitting posture monitoring enabled by multiplexing fiber optic microsphere array and deep learning

Key Points

• Posture monitoring accuracy increases with advanced fiber optic microsphere arrays and deep learning integration, showing promising results.
• The system achieves a posture classification accuracy exceeding 90%, indicating robust performance under varied conditions.
• Assessment using multiplexing fiber optic microsphere arrays enhances data collection for real-time monitoring and feedback.
• Further integration in consumer health applications may enable widespread use, enhancing individual posture awareness.