A Smart Clothing Approach for Augmenting Mobility of Visually Impaired People

被引:4
作者
Bhatlawande, Shripad [1 ]
Borse, Rushikesh [2 ]
Solanke, Anjali [3 ]
Shilaskar, Swati [1 ]
机构
[1] Vishwakarma Inst Technol, Dept Elect & Telecommun Engn, Pune 411037, Maharashtra, India
[2] Great Lakes Inst Management, Analyt Dept, Chennai 603102, Tamil Nadu, India
[3] Marathwada Mitra Mandals Coll Engn, Dept Elect & Telecommun Engn, Pune 411052, Maharashtra, India
关键词
Wearable system; visually impaired; electronic travel aid; assistive technology; rehabilitation engineering; TRAVEL AID; SYSTEM;
D O I
10.1109/ACCESS.2024.3364915
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
As per World Health Organization (WHO), a total of around 2.2 billion of human population in the world has visual problem to severe or minor extent. In this paper, an assistive system is proposed to augment the mobility of such visually impaired people. This system is realized by using a smart clothing approach for wearable convenience of the subject. In this system, five ultrasonic sensors, a web camera and a global positioning receiver (GPS) are integrated on a wearable jacket. This multisensory arrangement is proposed in order to translate human navigation ability into an electronic system. It employs machine learning for reliable detection of obstacles and navigation path. Proposed system also assists in knowing information about current or nearby location, planning a journey from a reference location to a desired destination, and tracking the navigation path to reach the destination. The functional features of this system are resolved based on continual interactions with the visually impaired subjects, their care takers and rehabilitation professionals. The said system was subjected to usability evaluations with ten totally visually impaired subjects. Results of this study showed encouraging improvement in mobility performances of subjects as compared to a white cane alone. Amongst the participated subjects, 80% acknowledged usefulness of the proposed system for attending their mobility needs. Total 60% subjects admitted decrease in cognitive efforts, and 80% acknowledged reduction in perceptual efforts due of this system.
引用
收藏
页码:24659 / 24671
页数:13
相关论文
共 50 条
[41]   A Multilingual Handwriting Learning System for Visually Impaired People [J].
Islam, Muhammad Nazrul ;
Jahangir, Raiyan ;
Mohim, Nasif Shahriar ;
Wasif-Ul-Islam, Md. ;
Ashraf, Anika ;
Khan, Nafiz Imtiaz ;
Mahjabin, Mohammad Ratul ;
Miah, Abu Saleh Musa ;
Shin, Jungpil .
IEEE ACCESS, 2024, 12 :10521-10534
[42]   Developing Walking Assistants for Visually Impaired People: A Review [J].
Islam, Md. Milon ;
Sadi, Muhammad Sheikh ;
Zamli, Kamal Z. ;
Ahmed, Md. Manjur .
IEEE SENSORS JOURNAL, 2019, 19 (08) :2814-2828
[43]   Embedded Smart Glove using Ultrasonic and Flame Sensors for Helping Visually Impaired People [J].
Simatupang, Joni Welman ;
Prasetya, Bintang Ramadhan .
2021 INTERNATIONAL CONFERENCE ON RADAR, ANTENNA, MICROWAVE, ELECTRONICS, AND TELECOMMUNICATIONS (ICRAMET), 2021, :115-119
[44]   A smart obstacle avoiding technology based on depth camera for blind and visually impaired people [J].
Jian He ;
Xuena Song ;
Yuhan Su ;
Zhonghua Xiao .
CCF Transactions on Pervasive Computing and Interaction, 2023, 5 :382-395
[45]   Enhanced perception for visually impaired people [J].
Moeller, K. ;
Toth, F. ;
Wang, L. ;
Moeller, J. ;
Arras, K. O. ;
Bach, M. ;
Schumann, S. ;
Guttmann, J. .
2009 3RD INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING, VOLS 1-11, 2009, :1365-+
[46]   Multimedia Interfaces for People Visually Impaired [J].
Dingli, Alexiei ;
Mercieca, Isaac .
ADVANCES IN DESIGN FOR INCLUSION, 2016, 500 :487-495
[47]   Navigation System for Visually Impaired People [J].
Lakde, Chaitali Kishor ;
Prasad, Prakash S. .
2015 INTERNATIONAL CONFERENCE ON COMPUTATION OF POWER, ENERGY, INFORMATION AND COMMUNICATION (ICCPEIC), 2015, :93-98
[48]   SLAM for Visually Impaired People: A Survey [J].
Bamdad, Marziyeh ;
Scaramuzza, Davide ;
Darvishy, Alireza .
IEEE ACCESS, 2024, 12 :130165-130211
[49]   Smart Cane Developed with DFSS, QFD, and SDE for the Visually Impaired [J].
Frizziero, Leonardo ;
Liverani, Alfredo ;
Donnici, Giampiero ;
Papaleo, Paola ;
Leon-Cardenas, Christian .
INVENTIONS, 2021, 6 (03)
[50]   Vibrotactile Navigation for Visually Impaired People [J].
Huber, Stephan ;
Alieva, Anastasia ;
Lutz, Aaron .
PROCEEDINGS OF THE 24TH INTERNATIONAL ACM SIGACCESS CONFERENCE ON COMPUTERS AND ACCESSIBILITY, ASSETS 2022, 2022,