Virtual-Blind-Road Following-Based Wearable Navigation Device for Blind People

被引:56
作者
Bai, Jinqiang [1 ]
Lian, Shiguo [2 ]
Liu, Zhaoxiang [2 ]
Wang, Kai [2 ]
Liu, Dijun [3 ]
机构
[1] Beihang Univ, Sch Elect Informat Engn, Beijing 10083, Peoples R China
[2] CloudMinds Technol Inc, AI Dept, Beijing 100102, Peoples R China
[3] China Acad Telecommun Technol, Natl Key Lab Wireless Mobile Commun, Beijing 10083, Peoples R China
关键词
Obstacle avoiding; route following; virtual blind road; wearable navigation device; LOCALIZATION SYSTEM; SLAM;
D O I
10.1109/TCE.2018.2812498
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
To help the blind people walk to the destination efficiently and safely in indoor environment, a novel wearable navigation device is presented in this paper. The locating, way-finding, route following, and obstacle avoiding modules are the essential components in a navigation system, while it remains a challenging task to consider obstacle avoiding during route following, as the indoor environment is complex, changeable, and possibly with dynamic objects. To address this issue, we propose a novel scheme which utilizes a dynamic subgoal selecting strategy to guide the users to the destination and help them bypass obstacles at the same time. This scheme serves as the key component of a complete navigation system deployed on a pair of wearable optical see-through glasses for the ease of use of blind people's daily walks. The proposed navigation device has been tested on a collection of individuals and proved to be effective on indoor navigation tasks. The sensors embedded are of low cost, small volume, and easy integration, making it possible for the glasses to be widely used as a wearable consumer device.
引用
收藏
页码:136 / 143
页数:8
相关论文
共 32 条
  • [11] Practical Localization System for Consumer Devices using Zigbee Networks
    Cho, Hyuntae
    Jang, Hyunsung
    Baek, Yunju
    [J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2010, 56 (03) : 1562 - 1569
  • [12] Wearable Obstacle Avoidance Electronic Travel Aids for Blind: A Survey
    Dakopoulos, Dimitrios
    Bourbakis, Nikolaos G.
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, 2010, 40 (01): : 25 - 35
  • [13] MonoSLAM: Real-time single camera SLAM
    Davison, Andrew J.
    Reid, Ian D.
    Molton, Nicholas D.
    Stasse, Olivier
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2007, 29 (06) : 1052 - 1067
  • [14] Endres F, 2012, IEEE INT CONF ROBOT, P1691, DOI 10.1109/ICRA.2012.6225199
  • [15] LSD-SLAM: Large-Scale Direct Monocular SLAM
    Engel, Jakob
    Schoeps, Thomas
    Cremers, Daniel
    [J]. COMPUTER VISION - ECCV 2014, PT II, 2014, 8690 : 834 - 849
  • [16] Accurate Pedestrian Indoor Navigation by Tightly Coupling Foot-Mounted IMU and RFID Measurements
    Jimenez Ruiz, Antonio Ramon
    Seco Granja, Fernando
    Prieto Honorato, Jose Carlos
    Guevara Rosas, Jorge I.
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2012, 61 (01) : 178 - 189
  • [17] iSAM: Incremental Smoothing and Mapping
    Kaess, Michael
    Ranganathan, Ananth
    Dellaert, Frank
    [J]. IEEE TRANSACTIONS ON ROBOTICS, 2008, 24 (06) : 1365 - 1378
  • [18] An Enhanced Obstacle Avoidance Method for the Visually Impaired using Deformable Grid
    Kang, Mun-Cheon
    Chae, Sung-Ho
    Sun, Jee-Young
    Lee, Sung-Ho
    Ko, Sung-Jea
    [J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2017, 63 (02) : 169 - 177
  • [19] A Novel Obstacle Detection Method based on Deformable Grid for the Visually Impaired
    Kang, Mun-Cheon
    Chae, Sung-Ho
    Sun, Jee-Young
    Yoo, Jin-woo
    Ko, Sung-Jea
    [J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2015, 61 (03) : 376 - 383
  • [20] Lee Y., 2014, Workshop on Assistive Computer Vision and Robotics, ECCV, P493