ISANA: Wearable Context-Aware Indoor Assistive Navigation with Obstacle Avoidance for the Blind

被引:49
|
作者
Li, Bing [1 ]
Munoz, J. Pablo [2 ]
Rong, Xuejian [1 ]
Xiao, Jizhong [1 ,2 ]
Tian, Yingli [1 ,2 ]
Arditi, Aries [3 ]
机构
[1] CUNY City Coll, New York, NY 10031 USA
[2] CUNY, Grad Ctr, New York, NY 10021 USA
[3] Visibil Metr LLC, Chappaqua, NY USA
关键词
Indoor assistive navigation; Context-aware; Semantic map; Obstacle avoidance; Tango device; SYSTEM; PEOPLE; AID;
D O I
10.1007/978-3-319-48881-3_31
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a novel mobile wearable context-aware indoor maps and navigation system with obstacle avoidance for the blind. The system includes an indoor map editor and an App on Tango devices with multiple modules. The indoor map editor parses spatial semantic information from a building architectural model, and represents it as a high-level semantic map to support context awareness. An obstacle avoidance module detects objects in front using a depth sensor. Based on the ego-motion tracking within the Tango, localization alignment on the semantic map, and obstacle detection, the system automatically generates a safe path to a desired destination. A speech-audio interface delivers user input, guidance and alert cues in real-time using a priority-based mechanism to reduce the user's cognitive load. Field tests involving blindfolded and blind subjects demonstrate that the proposed prototype performs context-aware and safety indoor assistive navigation effectively.
引用
收藏
页码:448 / 462
页数:15
相关论文
共 50 条
  • [1] Context-aware Assistive Indoor Navigation of Visually Impaired Persons
    Silva, Chathurika S.
    Wimalaratne, Prasad
    SENSORS AND MATERIALS, 2020, 32 (04) : 1497 - 1509
  • [2] A Wearable Virtual Guide for Context-Aware Cognitive Indoor Navigation
    Xu, Qianli
    Li, Liyuan
    Lim, Joo Hwee
    Tan, Cheston
    Mukawa, Michal
    Wang, Gang
    PROCEEDINGS OF THE 16TH ACM INTERNATIONAL CONFERENCE ON HUMAN-COMPUTER INTERACTION WITH MOBILE DEVICES AND SERVICES (MOBILEHCI'14), 2014, : 111 - 120
  • [3] Context-Aware Indoor Navigation
    Lyardet, Fernando
    Szeto, Diego Wong
    Aitenbichler, Erwin
    AMBIENT INTELLIGENCE, PROCEEDINGS, 2008, 5355 : 290 - +
  • [4] Smartphoneless context-aware indoor navigation
    Macik, Miroslav
    Maly, Ivo
    Lorencova, Eva
    Flek, Tomas
    Mikovec, Zdenek
    2016 7TH IEEE INTERNATIONAL CONFERENCE ON COGNITIVE INFOCOMMUNICATIONS (COGINFOCOM), 2016, : 163 - 168
  • [5] Context-aware obstacle detection for navigation by visually impaired
    Gharani, Pedram
    Karimi, Hassan A.
    IMAGE AND VISION COMPUTING, 2017, 64 : 103 - 115
  • [6] A Context-Aware AR Navigation System Using Wearable Sensors
    Takada, Daisuke
    Ogawa, Takefumi
    Kiyokawa, Kiyoshi
    Takemura, Haruo
    HUMAN-COMPUTER INTERACTION, PT III: AMBIENT, UBIQUITOUS AND INTELLIGENT INTERACTION, 2009, 5612 : 793 - +
  • [7] A Software Architecture for a Personalized and Context-Aware Indoor Navigation System
    Paratore, Maria Teresa
    Leporini, Barbara
    UNIVERSAL ACCESS IN HUMAN-COMPUTER INTERACTION: USER AND CONTEXT DIVERSITY, UAHCI 2022, PT II, 2022, 13309 : 509 - 520
  • [8] Spatial models for context-aware indoor navigation systems: A survey
    Afyouni, Imad
    Ray, Cyril
    Claramunt, Christophe
    JOURNAL OF SPATIAL INFORMATION SCIENCE, 2012, (04): : 85 - 123
  • [9] IndoorWaze: A Crowdsourcing-Based Context-Aware Indoor Navigation System
    Li, Tao
    Han, Dianqi
    Chen, Yimin
    Zhang, Rui
    Zhang, Yanchao
    Hedgpeth, Terri
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2020, 19 (08) : 5461 - 5472
  • [10] Context-Aware Volume Navigation
    Diepenbrock, Stefan
    Ropinski, Timo
    Hinrichs, Klaus
    IEEE PACIFIC VISUALIZATION SYMPOSIUM 2011, 2011, : 11 - 18