Browsing by Keywords "Position-invariant sensing"

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Activity recognition invariant to position and orientation of wearable motion sensor units

Yurtman, Aras (Bilkent University, 2019-04)

We propose techniques that achieve invariance to the placement of wearable motion sensor units in the context of human activity recognition. First, we focus on invariance to sensor unit orientation and develop three ...
Classifying daily and sports activities invariantly to the positioning of wearable motion sensor units

Barshan, Billur; Yurtman, Aras (IEEE, 2020)

We propose techniques that achieve invariance to the positioning of wearable motion sensor units on the body for the recognition of daily and sports activities. Using two sequence sets based on the sensory data allows each ...