tags:
- HAR
Part of MONSTER: https://arxiv.org/abs/2502.15122.
PAMAP2 is a collection of data obtained from three Inertial Measurement Units (IMUs) placed on the wrist of the dominant arm, chest, and ankle, as well as 1 ECG heart rate [1]. The data was recorded at a frequency of 100Hz. The dataset includes annotated information about human activities performed by 9 subjects, each with their own unique physical characteristics. The majority of the subjects are male and have a dominant right hand. Notably, the dataset includes only one female subject (ID 102) and one left-handed subject (ID 108). In total, there are 18 different human activity classes represented in the dataset. To ensure an unbiased evaluation, we divide the dataset into cross-validation folds based on the subjects.
[1] Attila Reiss and Didier Stricker. (2012). Introducing a new benchmarked dataset for activity monitoring. In 16th International Symposium on Wearable Computers, pages 108–109.