Personalised routing for wheelchair navigation

被引:53
|
作者
Kasemsuppakorn, Piyawan [1 ]
Karimi, Hassan A. [1 ]
机构
[1] Univ Pittsburgh, Sch Informat Sci, Geoinformat Lab, 135 N Bellefield Ave, Pittsburgh, PA 15213 USA
关键词
routing; personalisation; AHP; fuzzy logic; navigation;
D O I
10.1080/17489720902837936
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Wheelchair users are confronted with many outdoor obstacles in everyday travel that can make the task arduous and unsafe, especially in unfamiliar environments. However, if wheelchair users are provided with routes that can safely, accurately and efficiently guide them to their destinations, then the difficulty and danger associated with traveling might be significantly reduced. In this article, we present a routing method suitable for wheelchair users by taking into account sidewalk obstacles such as slope, steps, sidewalk condition and sidewalk traffic as are preferred by users. Our method calculates impedance scores for each sidewalk segment, which are then used to determine an optimal route between any given pair of origin-destination addresses in a sidewalk network. We first discuss sidewalk network parameters and a spatial database suitable for wheelchair navigation. Then we discuss our personalised routing approach. We also describe three methods to weight the impedance level of each sidewalk segment and compare the effectiveness of each method through experimentation using the sidewalk network for the University of Pittsburgh campus area.
引用
收藏
页码:24 / 54
页数:31
相关论文
共 50 条
  • [21] DEVELOPMENT AND VERIFICATION OF THE USEFULNESS OF A WHEELCHAIR NAVIGATION SYSTEM
    Yoshioka, Daiki
    Koga, Motoya
    Izumi, Shinobu
    Matsubara, Shigehito
    Morishita, Katsuhiro
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON ICT, SOCIETY AND HUMAN BEINGS 2015, WEB BASED COMMUNITIES AND SOCIAL MEDIA 2015 AND CONNECTED SMART CITIES 2015, 2015, : 27 - 34
  • [22] Modulating wheelchair navigation in patients with spatial neglect
    Punt, T. David
    Kitadono, Keiko
    Hulleman, Johan
    Humphreys, Glyn W.
    Riddoch, M. Jane
    [J]. NEUROPSYCHOLOGICAL REHABILITATION, 2011, 21 (03) : 367 - 382
  • [23] Design of the Family Intelligent Wheelchair Navigation System
    Yang, Kaisi
    Zhao, Lianyu
    [J]. 2018 IEEE 4TH INTERNATIONAL CONFERENCE ON CONTROL SCIENCE AND SYSTEMS ENGINEERING (ICCSSE 2018), 2018, : 342 - 346
  • [24] Multi-modal navigation for interactive wheelchair
    Li, X
    Tan, TN
    Zhao, XJ
    [J]. ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS, 2000, 1948 : 590 - 598
  • [25] Development of Indoor Navigation Software for Intelligent Wheelchair
    Yayan, Ugur
    Akar, Bora
    Inan, Fatih
    Yazici, Ahmet
    [J]. 2014 IEEE INTERNATIONAL SYMPOSIUM ON INNOVATIONS IN INTELLIGENT SYSTEMS AND APPLICATIONS (INISTA 2014), 2014, : 325 - 329
  • [26] SSVEP based Wheelchair Navigation in Outdoor Environments
    Krana, M.
    Farmaki, C.
    Pediaditis, M.
    Sakkalis, V
    [J]. 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC), 2021, : 6424 - 6427
  • [27] Semi-autonomous Navigation of a Robotic Wheelchair
    Antonis Argyros
    Pantelis Georgiadis
    Panos Trahanias
    Dimitris Tsakiris
    [J]. Journal of Intelligent and Robotic Systems, 2002, 34 : 315 - 329
  • [28] Dynamic Navigation Aspects of an Automated Medical Wheelchair
    Nitulescu, Mircea
    Ivanescu, Mircea
    [J]. 2018 22ND INTERNATIONAL CONFERENCE ON SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), 2018, : 433 - 438
  • [29] Navigation of Robotic Wheelchair Based on Fuzzy Control
    Al-Shalfan, Khalid A.
    [J]. 2008 FIRST INTERNATIONAL CONFERENCE ON THE APPLICATIONS OF DIGITAL INFORMATION AND WEB TECHNOLOGIES, VOLS 1 AND 2, 2008, : 373 - 378
  • [30] Intelligent Joystick for Controlling Power Wheelchair Navigation
    Rabhi, Yassine
    Mrabet, Makrem
    Fnaiech, Farhat
    Gorce, Philippe
    [J]. 2013 3D INTERNATIONAL CONFERENCE ON SYSTEMS AND CONTROL (ICSC), 2013,