Literature DB >> 34300507

Inertial Measurement Unit Sensors in Assistive Technologies for Visually Impaired People, a Review.

Karla Miriam Reyes Leiva1,2, Milagros Jaén-Vargas1, Benito Codina3,4, José Javier Serrano Olmedo1,5.   

Abstract

A diverse array of assistive technologies have been developed to help Visually Impaired People (VIP) face many basic daily autonomy challenges. Inertial measurement unit sensors, on the other hand, have been used for navigation, guidance, and localization but especially for full body motion tracking due to their low cost and miniaturization, which have allowed the estimation of kinematic parameters and biomechanical analysis for different field of applications. The aim of this work was to present a comprehensive approach of assistive technologies for VIP that include inertial sensors as input, producing results on the comprehension of technical characteristics of the inertial sensors, the methodologies applied, and their specific role in each developed system. The results show that there are just a few inertial sensor-based systems. However, these sensors provide essential information when combined with optical sensors and radio signals for navigation and special application fields. The discussion includes new avenues of research, missing elements, and usability analysis, since a limitation evidenced in the selected articles is the lack of user-centered designs. Finally, regarding application fields, it has been highlighted that a gap exists in the literature regarding aids for rehabilitation and biomechanical analysis of VIP. Most of the findings are focused on navigation and obstacle detection, and this should be considered for future applications.

Entities:  

Keywords:  IMUs; accelerometer; assistive technologies; gyroscope; usability; visually impaired

Year:  2021        PMID: 34300507     DOI: 10.3390/s21144767

Source DB:  PubMed          Journal:  Sensors (Basel)        ISSN: 1424-8220            Impact factor:   3.576


  3 in total

1.  Sensor-Based Prototype of a Smart Assistant for Visually Impaired People-Preliminary Results.

Authors:  Emilia Șipoș; Cosmin Ciuciu; Laura Ivanciu
Journal:  Sensors (Basel)       Date:  2022-06-03       Impact factor: 3.847

2.  Indoor Positioning Systems: A Blessing for Seamless Object Identification, Monitoring, and Tracking.

Authors:  Shilpa Shyam; Sujitha Juliet; Kirubakaran Ezra
Journal:  Front Public Health       Date:  2022-02-23

3.  Effects of sliding window variation in the performance of acceleration-based human activity recognition using deep learning models.

Authors:  Milagros Jaén-Vargas; Karla Miriam Reyes Leiva; Francisco Fernandes; Sérgio Barroso Gonçalves; Miguel Tavares Silva; Daniel Simões Lopes; José Javier Serrano Olmedo
Journal:  PeerJ Comput Sci       Date:  2022-08-08
  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.