Comparative Analysis of Probabilistic Models for Activity Recognition with an Instrumented Walker

Details Comparative Analysis of Probabilistic Models for Activity Recognition with an Instrumented Walker Comparative Analysis of Probabilistic Models for Activity Recognition with an Instrumented Walker

2012-03-15

arxiv.org/abs/1203.3500v1

Computer Science

Artificial Intelligence

Appears in Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (UAI2010)

Scientific paper

Rollating walkers are popular mobility aids used by older adults to improve balance control. There is a need to automatically recognize the activities performed by walker users to better understand activity patterns, mobility issues and the context in which falls are more likely to happen. We design and compare several techniques to recognize walker related activities. A comprehensive evaluation with control subjects and walker users from a retirement community is presented.

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