/dataset

human gait data set

Human Gait Data Set

This data set is first utilized in the following research work:
QARE:QoE-Driven Intelligent Balance Enhancement for Lower-limb Exoskeleton Rehabilitation Robots, submitted to ACM MM’21.
Please cite this article when using the data set.

This human gait data set contains two subsets:

(1) Angular velocity traces of human walking gaits (with a total of 23398 sets of data collected/calculated via the visual and sensor modalities).
(2) Mean Opinion Scores (MOSs) (with a total of 4800 QoE traces collected when subjects are wearing the lower-limb exoskeleton robot). This QoE sub-dataset is utilized in the LSTM training for personalized gait prediction.