Design and Development of a Wearable Assistive Device Integrating a Fuzzy Decision Support System for Blind and Visually Impaired People

被引:11
|
作者
Bouteraa, Yassine [1 ,2 ]
机构
[1] Prince Sattam Bin Abdulaziz Univ, Coll Comp Engn & Sci, Dept Comp Engn, Al Kharj 11942, Saudi Arabia
[2] Univ Sfax, Inst Super Biotechnol Sfax ISBS, Control & Energy Management Lab CEM Lab, Ecole Natl Ingenieurs Sfax ENIS, Sfax 3038, Tunisia
关键词
navigation aid; blind and visually impaired people; sensor data fusion; fuzzy classifier; assistive technology; wearable devices; NAVIGATION; GUIDANCE;
D O I
10.3390/mi12091082
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In this article, a new design of a wearable navigation support system for blind and visually impaired people (BVIP) is proposed. The proposed navigation system relies primarily on sensors, real-time processing boards, a fuzzy logic-based decision support system, and a user interface. It uses sensor data as inputs and provides the desired safety orientation to the BVIP. The user is informed about the decision based on a mixed voice-haptic interface. The navigation aid system contains two wearable obstacle detection systems managed by an embedded controller. The control system adopts the Robot Operating System (ROS) architecture supported by the Beagle Bone Black master board that meets the real-time constraints. The data acquisition and obstacle avoidance are carried out by several nodes managed by the ROS to finally deliver a mixed haptic-voice message for guidance of the BVIP. A fuzzy logic-based decision support system was implemented to help BVIP to choose a safe direction. The system has been applied to blindfolded persons and visually impaired persons. Both types of users found the system promising and pointed out its potential to become a good navigation aid in the future.
引用
收藏
页数:16
相关论文
共 50 条
  • [21] An Al Edge Computing Based Wearable Assistive Device for Visually Impaired People Zebra-Crossing Walking
    Chang, Wan-Jung
    Su, Jian-Ping
    Chen, Liang-Bi
    Chen, Ming-Che
    Hsu, Chia-Hao
    Yang, Ching-Hsiang
    Sie, Cheng-You
    Chuang, Cheng-Hsin
    [J]. 2020 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE), 2020, : 568 - 569
  • [22] Computer Vision based Assistive Technology For Blind and Visually Impaired People
    Sivan, Shankar
    Darsan, Gopu
    [J]. 7TH INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT 2016), 2016,
  • [23] Smart Assistive Navigation System for Blind and Visually Impaired Individuals
    Owayjan, Michel
    Hayek, Ali
    Nassrallah, Hassan
    Eldor, Mohammad
    [J]. 2015 INTERNATIONAL CONFERENCE ON ADVANCES IN BIOMEDICAL ENGINEERING (ICABME), 2015, : 162 - 165
  • [24] An Astute Assistive Device for Mobility and Object Recognition for Visually Impaired People
    Meshram, Vidula V.
    Patil, Kailas
    Meshram, Vishal A.
    Shu, Felix Che
    [J]. IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2019, 49 (05) : 449 - 460
  • [25] IoT Based Assistive Walker Device for Frail & Visually Impaired People
    Aljahdali, Makarem
    Abokhamees, Raghad
    Bensenouci, Ahmed
    Brahimi, Tayeb
    Bensenouci, Mohamed-Amine
    [J]. 2018 15TH LEARNING AND TECHNOLOGY CONFERENCE (L&T), 2018, : 171 - 177
  • [26] Assistive locomotion device with haptic feedback for guiding visually impaired people
    Jimenez, Mario F.
    Mello, Ricardo C.
    Bastos, Teodiano
    Frizera, Anselmo
    [J]. MEDICAL ENGINEERING & PHYSICS, 2020, 80 : 18 - 25
  • [27] Deep Learning Based Mobile Assistive Device for Visually Impaired People
    Lee, Chan-Su
    Lee, Jae-Ik
    Seo, Han Eol
    [J]. 2021 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS-ASIA (ICCE-ASIA), 2021,
  • [28] A wearable system for mobility improvement of visually impaired people
    Sylvain Cardin
    Daniel Thalmann
    Frédéric Vexo
    [J]. The Visual Computer, 2007, 23 : 109 - 118
  • [29] A wearable system for mobility improvement of visually impaired people
    Cardin, Sylvain
    Thalmann, Daniel
    Vexo, Frederic
    [J]. VISUAL COMPUTER, 2007, 23 (02): : 109 - 118
  • [30] Finger-Eye: A Wearable Text Reading Assistive Syste for the Blind and Visually Impaired
    Liu, Zhiming
    Luo, Yudong
    Cordero, Jose
    Zhao, Na
    Shen, Yantao
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON REAL-TIME COMPUTING AND ROBOTICS (IEEE RCAR), 2016, : 123 - 128