Gender recognition using motion data from multiple smart devices

作者：

Highlights：

• A thorough study of gender recognition using motion data from multiple devices.

• A methodological framework for analyzing motion data from multiple devices.

• Motion features are extracted from time, frequency and wavelet domains.

• Using motion data from multiple devices can significantly improve the accuracy.

• A motion dataset of 56 subjects is established for gender recognition.

摘要

•A thorough study of gender recognition using motion data from multiple devices.•A methodological framework for analyzing motion data from multiple devices.•Motion features are extracted from time, frequency and wavelet domains.•Using motion data from multiple devices can significantly improve the accuracy.•A motion dataset of 56 subjects is established for gender recognition.

论文关键词：Gender recognition,Motion sensor,Multiple smart devices,Performance evaluation,Walking behavior

论文评审过程：Received 4 April 2019, Revised 7 January 2020, Accepted 7 January 2020, Available online 16 January 2020, Version of Record 23 January 2020.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.113195