The Smartphone as a Gait Recognition Device Impact of Selected Parameters on Gait Recognition

被引：0

作者：

Le Moing, Josselyn ^{[1
]}

Stengel, Ingo ^{[1
]}

机构：

[1] Plymouth Univ, Sch Comp & Math, Plymouth, Devon, England

来源：

2015 INTERNATIONAL CONFERENCE ON INFORMATION SYSTEMS SECURITY AND PRIVACY (ICISSP) | 2015年

关键词：

Gait Recognition; Biometric Authentication; Accelerometer;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper aims to identify the impacts of a couple of parameters on gait recognition when a build-in smartphone accelerometer is used. The use of different types of shoes impacts significantly gait recognition while the matching rate on a different surface e.g. grass has only a minor impact. A correlation between accelerometer's data and the phone position was identified. For this, data originating from the Z-axis as well as from the X-Y-Z -axis was used together with Dynamic Time Warping (DTW) for template generation and matching tests.

引用

页码：322 / 328

页数：7