Benchmark problem for human activity identification using floor vibrations
作者：
Highlights：
• Proposes a Benchmark problem for vibration-based human activity monitoring.
• Describes a floor vibrations dataset to design algorithms for human monitoring.
• Benchmark is in seven cases in increasing difficulty.
• Standard metrics based on the available experimental data are proposed.
• An example to identify different human activity from floor vibrations is discussed.
摘要
•Proposes a Benchmark problem for vibration-based human activity monitoring.•Describes a floor vibrations dataset to design algorithms for human monitoring.•Benchmark is in seven cases in increasing difficulty.•Standard metrics based on the available experimental data are proposed.•An example to identify different human activity from floor vibrations is discussed.
论文关键词：Benchmark,Human activity identification,Floor vibration,Fall detection,Accelerometers
论文评审过程：Received 27 October 2015, Revised 13 June 2016, Accepted 14 June 2016, Available online 16 June 2016, Version of Record 24 June 2016.
论文官网地址：https://doi.org/10.1016/j.eswa.2016.06.027
