On-Device Lumbar-Pelvic Movement Detection Using Dual-IMU: A DNN-Based Approach

On-Device Lumbar-Pelvic Movement Detection Using Dual-IMU: A DNN-Based Approach

Lumbar-pelvic movements (LPMs) are generally performed in the clinical setting to identify limitations in a range of movements. Continuous monitoring of these movements can provide real-time feedback to both patients and medical experts with the potential of identifying activities that may precipita...

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Bibliographic Details
Main Authors: Yuxin Zhang, Pari Delir Haghighi, Frada Burstein, Lina Yao, Flavia Cicuttini
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Deep neural networks
domain adaptation
lumbar-pelvic movement detection
mobile platform
on-device processing
temporal-wise attention
Online Access:https://ieeexplore.ieee.org/document/9410299/

Internet

https://ieeexplore.ieee.org/document/9410299/

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