AIoT-Based Smart Stick for Visually Impaired Person

被引:7
|
作者
Jivrajani, Krupal [1 ]
Patel, Shobhit K. [2 ]
Parmar, Chandrasinh [1 ]
Surve, Jaymit [3 ]
Ahmed, Kawsar [4 ,5 ]
Bui, Francis M. [4 ]
Al-Zahrani, Fahad Ahmed [6 ]
机构
[1] Marwadi Univ, Dept Informat & Commun Technol, Rajkot 360003, Gujarat, India
[2] Marwadi Univ, Dept Comp Engn, Rajkot 360003, Gujarat, India
[3] Marwadi Univ, Dept Elect Engn, Rajkot 360003, Gujarat, India
[4] Univ Saskatchewan, Dept Elect & Comp Engn, Saskatoon, SK S7N 5A9, Canada
[5] Mawlana Bhashani Sci & Technol Univ, Dept Informat & Commun Technol, Grp Biophotomatix, Tangail 1902, Bangladesh
[6] Umm Al Qura Univ, Dept Comp Engn, Mecca 24381, Saudi Arabia
基金
加拿大自然科学与工程研究理事会;
关键词
Acoustics; Global Positioning System; Cameras; Object recognition; Monitoring; Feature extraction; Electronic mail; Artificial intelligence of things (AIoT); deep learning; global positioning system (GPS); global system for mobile communication (GSM); visually impaired; GPS;
D O I
10.1109/TIM.2022.3227988
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Visually impaired people are facing difficulties during day-to-day activities in terms of traveling and receiving accurate information from their surroundings. Most of the time, visually impaired persons need to rely on others. Blind people cannot walk without the support of a cane. Artificial intelligence of things (AIoT) is the solution to designing smart devices for the visually impaired. We propose a smart stick that overcomes most of the problems of the visually impaired person. The stick actually helps to detect the obstacles faced in day-to-day life. The visually impaired person can also recognize objects and currency with the help of a deep learning algorithm applied to images captured by the camera installed in the stick. The pulse sensor installed on the stick monitors the health of the user. The smart stick is embedded with Raspberry pi and a global positioning system (GPS) that helps in sensing emergency alerts. The proposed smart stick also provides timing information about available buses near the location to enable choosing travel times in advance. Sensors are used for achieving these functions. Android application that is connected with firebase is also developed for tracking data about the user (health, location, etc.) from a remote location. The Overall obstacle detection accuracy of the system is 91.7% for various demonstrations and the single module will be available at around $50- $60. The proposed system is cost-effective, lightweight and user-friendly. The main goal of this system is to ensure the safety of visually impaired persons and to provide a better life for them.
引用
收藏
页数:11
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