Design, development and performance analysis of cognitive assisting aid with multi sensor fused navigation for visually impaired people

被引:6
|
作者
Bala, Myneni Madhu [1 ]
Vasundhara, D. N. [2 ]
Haritha, Akkineni [3 ]
Moorthy, CH. V. K. N. S. N. [4 ,5 ]
机构
[1] Inst Aeronaut Engn, Dept Comp Sci & Engn, Hyderabad, Telangana, India
[2] VNR Vignana Jyothi Inst Engn & Technol, Dept Comp Sci & Engn, Hyderabad, Telangana, India
[3] PVP Siddhartha Inst Technol, Dept Informat Technol, Vijayawada, Andhra Pradesh, India
[4] Vasavi Coll Engn, Dept Mech Engn, Hyderabad, Telangana, India
[5] Nisantasi Univ, Engn & Architecture Fac, Istanbul, Turkiye
关键词
Blind's apron; Autonomous navigation; Navigation aid; Mobility aid; Assistive device; Visually impaired; Obstacle detection; Position locator; Wearable device; Visual assistive technology; MOBILITY; SYSTEM; BLIND;
D O I
10.1186/s40537-023-00689-5
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The research and innovations in the field of wearable auxiliary devices for visually impaired and blind people are playing a vital role towards improving their quality of life. However, in spite of the promising research outcomes, the existing wearable aids has several weaknesses such as more weight, limitations in the number of features and cost. The main objective of this manuscript is to provide the detailed design of a novel lightweight wearable aid with higher number of features for visually impaired and blind people. The proposed research aims to design a cognitive assistant that will guide the blind people for walking by detecting the environment around them. The framework include a Multi-Sensor Fused Navigation system comprises of a sensor-based, vision-based, and cognitive (intelligent/smart) application. The visual features for the design include obstacle detection, uneven surface detection, slope and downward steps detection, pothole detection and hallow object detection; location tracking, walking guide, image capturing and video recording. This prototype is named as Blind's Apron based on its appearance. The invention focusses on parameters like reduction on size (quite handy) and light weight (comfortable to wear), higher number of detection features, and minimum user intervention (high end operations like switching on and off). All user interactions are friendly and affordable to everyone. The results obtained in this research lead to a high end technical intervention with ease of use. Finally, the performance of the proposed cognitive assistant is tested with a user study in real-time. The feedback and corresponding results establish the effective outcome of the proposed invention which is a light weight and feature enhanced device with easily understandable instructions.
引用
收藏
页数:21
相关论文
共 50 条
  • [31] Navigation System for Visually Impaired People Based on RGB-D Camera and Ultrasonic Sensor
    Hakim, Heba
    Fadhil, Ali
    INTERNATIONAL CONFERENCE OF INFORMATION AND COMMUNICATION TECHNOLOGY (ICICT 2019), 2019, : 172 - 177
  • [32] The performance of HSDPA (3.5 G) network for application in a navigation system for visually impaired people
    Alhajri, Khalid
    Ai-Salihi, Nawzad
    Garaj, Vanja
    Hunaiti, Ziad
    Balachandran, Wamadeva
    CNSR 2008: PROCEEDINGS OF THE 6TH ANNUAL COMMUNICATION NETWORKS AND SERVICES RESEARCH CONFERENCE, 2008, : 440 - 446
  • [33] Enhancing tracking performance in a smartphone-based navigation system for visually impaired people
    Croce, D.
    Giarre, L.
    La Rosa, F. A.
    Montana, E.
    Tinnirello, I.
    2016 24TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2016, : 1355 - 1360
  • [34] Prototype Development of a Low-Cost Vibro-Tactile Navigation Aid for the Visually Impaired
    Petrausch, Vanessa
    Schwarz, Thorsten
    Stiefelhagen, Rainer
    COMPUTERS HELPING PEOPLE WITH SPECIAL NEEDS, ICCHP 2018, PT II, 2018, 10897 : 63 - 69
  • [35] ASSIST: Evaluating the usability and performance of an indoor navigation assistant for blind and visually impaired people
    Nair, Vishnu
    Olmschenk, Greg
    Seiple, William H.
    Zhu, Zhigang
    ASSISTIVE TECHNOLOGY, 2022, 34 (03) : 289 - 299
  • [36] Development of a Pedestrian Crossing Navigation System for Visually Impaired People Using MY VISION
    Kitagawa, Kohei
    Ishikawa, Seiji
    Tan, JooKooi
    PROCEEDINGS OF THE 2021 INTERNATIONAL CONFERENCE ON ARTIFICIAL LIFE AND ROBOTICS (ICAROB 2021), 2021, : P72 - P72
  • [37] Design and development of an indoor navigation system using denoising autoencoder based convolutional neural network for visually impaired people
    J. Akilandeswari
    G. Jothi
    A. Naveenkumar
    R. S. Sabeenian
    P. Iyyanar
    M. E. Paramasivam
    Multimedia Tools and Applications, 2022, 81 : 3483 - 3514
  • [38] Design and development of an indoor navigation system using denoising autoencoder based convolutional neural network for visually impaired people
    Akilandeswari, J.
    Jothi, G.
    Naveenkumar, A.
    Sabeenian, R. S.
    Iyyanar, P.
    Paramasivam, M. E.
    MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 81 (03) : 3483 - 3514
  • [39] Smartphone Navigation Support for Blind and Visually Impaired People - A Comprehensive Analysis of Potentials and Opportunities
    Kuriakose, Bineeth
    Shrestha, Raju
    Sandnes, Frode Eika
    UNIVERSAL ACCESS IN HUMAN-COMPUTER INTERACTION. APPLICATIONS AND PRACTICE, UAHCI 2020, PT II, 2020, 12189 : 568 - 583
  • [40] Comprehensive Review: High-Performance Positioning Systems for Navigation and Wayfinding for Visually Impaired People
    Feghali, Jean Marc
    Feng, Cheng
    Majumdar, Arnab
    Ochieng, Washington Yotto
    SENSORS, 2024, 24 (21)