A Benchmark Dataset for Human Activity Recognition and Ambient Assisted Living.

Giuseppe Amato,Davide Bacciu,Stefano Chessa,Mauro Dragone,Claudio Gallicchio,Claudio Gennaro,Héctor Lozano Peiteado,Alessio Micheli,Gregory M. P. O'Hare,Arantxa Rentería,Claudio Vairo

AMBIENT INTELLIGENCE - SOFTWARE AND APPLICATIONS (ISAMI 2016)（2016）

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摘要

We present a data benchmark for the assessment of human activity recognition solutions, collected as part of the EU FP7 RUBICON project, and available to the scientific community. The dataset provides fully annotated data pertaining to numerous user activities and comprises synchronized data streams collected from a highly sensor-rich home environment. A baseline activity recognition performance obtained through an Echo State Network approach is provided along with the dataset.

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关键词

Ambient assisted living,Human Activity Recognition,Datasets

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