NOHAR - NOvelty discrete data stream for Human Activity Recognition based on smartphones with inertial sensors

作者：

Highlights：

• NOHAR is an algorithm capable of running on devices with few computational resources.

• NOHAR is the first online classification algorithm based on symbolic data representation.

• NOHAR is thirteen times faster than the state of the art.

摘要

•NOHAR is an algorithm capable of running on devices with few computational resources.•NOHAR is the first online classification algorithm based on symbolic data representation.•NOHAR is thirteen times faster than the state of the art.

论文关键词：Human Activity Recognition,Data streaming,Inertial sensors

论文评审过程：Received 19 January 2020, Revised 29 September 2020, Accepted 2 October 2020, Available online 3 October 2020, Version of Record 7 October 2020.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.114093