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Mobile and Ubiquitous Systems: Computing, Networking and Services. 20th EAI International Conference, MobiQuitous 2023, Melbourne, VIC, Australia, November 14–17, 2023, Proceedings, Part II

Research Article

MyPath: Accessible Route Generation Using Crowd-Sensed Surface Information

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BibTeX Plain Text
  • @INPROCEEDINGS{10.1007/978-3-031-63992-0_3,
        author={Thomas Nguyen and Md Fourkanul Islam and Rochishnu Banerjee and Hanna M. Noyce and Emily M. Olejniczak and Roger O. Smith and Md Osman Gani and Vaskar Raychoudhury},
        title={MyPath: Accessible Route Generation Using Crowd-Sensed Surface Information},
        proceedings={Mobile and Ubiquitous Systems: Computing, Networking and Services. 20th EAI International Conference, MobiQuitous 2023, Melbourne, VIC, Australia, November 14--17, 2023, Proceedings, Part II},
        proceedings_a={MOBIQUITOUS PART 2},
        year={2024},
        month={7},
        keywords={Mobile app development Tracking and localization Accessible routing Wheelchair users},
        doi={10.1007/978-3-031-63992-0_3}
    }
    
  • Thomas Nguyen
    Md Fourkanul Islam
    Rochishnu Banerjee
    Hanna M. Noyce
    Emily M. Olejniczak
    Roger O. Smith
    Md Osman Gani
    Vaskar Raychoudhury
    Year: 2024
    MyPath: Accessible Route Generation Using Crowd-Sensed Surface Information
    MOBIQUITOUS PART 2
    Springer
    DOI: 10.1007/978-3-031-63992-0_3
Thomas Nguyen1, Md Fourkanul Islam2, Rochishnu Banerjee1,*, Hanna M. Noyce3, Emily M. Olejniczak3, Roger O. Smith3, Md Osman Gani2, Vaskar Raychoudhury1
  • 1: Department of Computer Science and Software Engineering, Miami University
  • 2: Department of Information Systems
  • 3: Department of Rehabilitation Sciences and Technology
*Contact email: banerjr2@miamioh.edu

Abstract

Wheelchair users often find it difficult to navigate unfamiliar areas both built and natural. Although routing applications have been designed for cars and bikes, accessible routing for wheelchair users is a non-trivial problem that has been scarcely investigated. Wheelchair navigation is obstructed by several barriers such as broken or uneven path surfaces, steep inclines, absence of curb ramps and access slopes, etc. An accessible route enables wheelchair users to avoid such barriers while navigating familiar and unfamiliar environments. In this paper, we propose MyPath - an accessible routing system that leverages crowd-sourced surface vibration data captured through smartphones carried by wheelchair users. Data contributed by the users are then used to automatically recognize surface types and to populate the OpenStreetMap (OSM). Our efficient routing algorithms leverage rich OSM information to generate end-to-end accessible routes and present them through an interactive user interface. MyPath system has been extensively evaluated by a dedicated expert group of wheelchair users and other participants to ensure the seamless operation of the proposed system.

Keywords
Mobile app development Tracking and localization Accessible routing Wheelchair users
Published
2024-07-19
Appears in
SpringerLink
http://dx.doi.org/10.1007/978-3-031-63992-0_3
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