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Sensing, Recognition, and Security / Gait, Fall, and Mobility Monitoring

What impact do optimized features and post-processing steps have on motion state recognition accuracy?

helpResearch questionGait, Fall, and Mobility Monitoring

What impact do optimized features and post-processing steps have on motion state recognition accuracy?

UbiComp '23Ensemble Learning using Motion Sensors and Location for Human Activity Recognition

Similar questions

helpResearch questionGait, Fall, and Mobility Monitoring

How can high-precision gait cycle segmentation be achieved from short gait sequences using ear-worn IMU?

UbiComp '24GCCRR: A Short Sequence Gait Cycle Segmentation Method Based on Ear-Worn IMU

helpResearch questionGait, Fall, and Mobility Monitoring

How can the gait characteristic curve improve accuracy and robustness of gait cycle segmentation?

UbiComp '24GCCRR: A Short Sequence Gait Cycle Segmentation Method Based on Ear-Worn IMU

helpResearch questionGait, Fall, and Mobility Monitoring

What advantages and challenges do ear-worn IMUs offer compared with leg-worn IMUs for home gait monitoring?

UbiComp '24GCCRR: A Short Sequence Gait Cycle Segmentation Method Based on Ear-Worn IMU

helpResearch questionGait, Fall, and Mobility Monitoring

How can an uncalibrated, easy-to-wear system monitor joint loading and muscle strength during walking in knee osteoarthritis patients?

UbiComp '24KneeGuard: A Calibration-free Wearable Monitoring System for Knee Osteoarthritis Gait Re-training via Effortless Wearing

helpResearch questionGait, Fall, and Mobility Monitoring

How can IMU (inertial measurement unit) and sEMG (surface electromyography) fusion accurately estimate knee biomechanical signals?

UbiComp '24KneeGuard: A Calibration-free Wearable Monitoring System for Knee Osteoarthritis Gait Re-training via Effortless Wearing

helpResearch questionGait, Fall, and Mobility Monitoring

Can cross-modal attention mechanisms effectively improve accuracy of knee load and muscle strength estimation?

UbiComp '24KneeGuard: A Calibration-free Wearable Monitoring System for Knee Osteoarthritis Gait Re-training via Effortless Wearing

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