Original paper
Accurate Step Length Estimation for Pedestrian Dead Reckoning Localization Using Stacked Autoencoders
Volume: 68, Issue: 8, Pages: 2705 - 2713
Published: Oct 10, 2018
Abstract
Pedestrian dead reckoning (PDR) is a popular indoor localization method due to its independence of additional infrastructures and the wide availability of smart devices. Step length estimation is a key component of PDR, which has an important influence on the performance of PDR. Existing step length estimation models suffer from various limitations such as requiring knowledge of user's height, lack of consideration of varying phone carrying...
Paper Details
Title
Accurate Step Length Estimation for Pedestrian Dead Reckoning Localization Using Stacked Autoencoders
Published Date
Oct 10, 2018
Volume
68
Issue
8
Pages
2705 - 2713