Fuzzy-based approach using iot devices for smart home to assist blind people for navigation
المؤلف | Tayyaba, Shahzadi |
المؤلف | Ashraf, Muhammad Waseem |
المؤلف | Alquthami, Thamer |
المؤلف | Ahmad, Zubair |
المؤلف | Manzoor, Saher |
تاريخ الإتاحة | 2023-01-16T10:28:57Z |
تاريخ النشر | 2020-07-01 |
اسم المنشور | Sensors (Switzerland) |
المعرّف | http://dx.doi.org/10.3390/s20133674 |
الاقتباس | Tayyaba, S.; Ashraf, M.W.; Alquthami, T.; Ahmad, Z.; Manzoor, S. Fuzzy-Based Approach Using IoT Devices for Smart Home to Assist Blind People for Navigation. Sensors 2020, 20, 3674. https://doi.org/10.3390/s20133674 |
الملخص | The demand of devices for safe mobility of blind people is increasing with advancement in wireless communication. Artificial intelligent devices with multiple input and output methods are used for reliable data estimation based on maximum probability. A model of a smart home for safe and robust mobility of blind people has been proposed. Fuzzy logic has been used for simulation. Outputs from the internet of things (IoT) devices comprising sensors and bluetooth are taken as input of the fuzzy controller. Rules have been developed based on the conditions and requirements of the blind person to generate decisions as output. These outputs are communicated through IoT devices to assist the blind person or user for safe movement. The proposed system provides the user with easy navigation and obstacle avoidance. |
راعي المشروع | The authors are thankful to the Center for Advanced Materials (CAM), Qatar University for the support during this work. |
اللغة | en |
الناشر | MDPI |
الموضوع | Bluetooth protocol Fuzzy approach IoT Navigation Smart home Ultrasonic sensors |
النوع | Article |
رقم العدد | 13 |
رقم المجلد | 20 |
ESSN | 1424-8220 |
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