A Novel Multichannel Dilated Convolution Neural Network for Human Activity Recognition

Table 1

Composition description of human activity dataset for experiment.

Activity types	Sample size	Proportion (%)
Walking	1722	16.72
Walking downstairs	1544	14.99
Walking upstairs	1406	13.66
Sitting	1777	17.24
Standing	1906	18.51
Laying	1944	18.88