Design and development of an indoor navigation system using denoising autoencoder based convolutional neural network for visually impaired people

2022 ◽  
Author(s):  
J. Akilandeswari ◽  
G. Jothi ◽  
A. Naveenkumar ◽  
R. S. Sabeenian ◽  
P. Iyyanar ◽  
...  
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Navigation System ◽  
Visually Impaired ◽  
Indoor Navigation ◽  
Denoising Autoencoder ◽  
Design And Development ◽  
Visually Impaired People ◽  
Impaired People ◽  
Indoor Navigation System

scholarly journals Developing an Ultra Wideband Indoor Navigation System for Visually Impaired People

2016 ◽  
Vol 12 (7) ◽  
pp. 6152342 ◽  
Author(s):  
Ahmad Alnafessah ◽  
Mai Al-Ammar ◽  
Suheer Al-Hadhrami ◽  
Abdulmalik Al-Salman ◽  
Hend Al-Khalifa
Keyword(s):  
Navigation System ◽  
Visually Impaired ◽  
Indoor Navigation ◽  
Ultra Wideband ◽  
Visually Impaired People ◽  
Impaired People ◽  
Indoor Navigation System

scholarly journals Indoor Navigation System for Blind People Using VLC

2018 ◽  
Vol 7 (3.27) ◽  
pp. 77 ◽  
Author(s):  
S Subhash Reddy ◽  
Y Bhaskar Rao
Keyword(s):  
Communication Technology ◽  
Navigation System ◽  
Visually Impaired ◽  
Positional Information ◽  
Visible Light Communication ◽  
Indoor Navigation ◽  
Visually Impaired People ◽  
Impaired People ◽  
Indoor Navigation System ◽  
Led Lights

We propose an indoor navigation system that utilizes visible light communication technology, which employs LED lights and a geomagnetic correction method, aimed at supporting visually impaired people who travel indoors. To verify the effectiveness of this system, we conducted an experiment targeting visually impaired people. Although acquiring accurate positional information and detecting directions indoors is difficult, we confirmed that using this system, accurate positional information and travel direction can be obtained utilizing visible light communication technology, which employs LED lights, and correcting the values of the geomagnetic sensor integrated in a Smartphone.                                                                                                                                         

Sign in / Sign up

Export Citation Format

Share Document