Integrating Wearable Haptics and Obstacle Avoidance for the Visually Impaired in Indoor Navigation: A User-Centered Approach
Recently, in the attempt to increase blind people autonomy and improve their quality of life, a lot of effort has been devoted to develop technological travel aids. These systems can surrogate spatial information about the environment and deliver it to end-users through sensory substitution (auditor...
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Published in | IEEE transactions on haptics Vol. 14; no. 1; pp. 109 - 122 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
Published |
United States
IEEE
01.01.2021
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
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Abstract | Recently, in the attempt to increase blind people autonomy and improve their quality of life, a lot of effort has been devoted to develop technological travel aids. These systems can surrogate spatial information about the environment and deliver it to end-users through sensory substitution (auditory, haptic). However, despite the promising research outcomes, these solutions have met scarce acceptance in real-world. Often, this is also due to the limited involvement of real end users in the conceptual and design phases. In this article, we propose a novel indoor navigation system based on wearable haptic technologies. All the developmental phases were driven by continuous feedback from visually impaired persons. The proposed travel aid system consists of a RGB-D camera, a processing unit to compute visual information for obstacle avoidance, and a wearable device, which can provide normal and tangential force cues for guidance in an unknown indoor environment. Experiments with blindfolded subjects and visually impaired participants show that our system could be an effective support during indoor navigation, and a viable tool for training blind people to the usage of travel aids. |
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AbstractList | Recently, in the attempt to increase blind people autonomy and improve their quality of life, a lot of effort has been devoted to develop technological travel aids. These systems can surrogate spatial information about the environment and deliver it to end-users through sensory substitution (auditory, haptic). However, despite the promising research outcomes, these solutions have met scarce acceptance in real-world. Often, this is also due to the limited involvement of real end users in the conceptual and design phases. In this article, we propose a novel indoor navigation system based on wearable haptic technologies. All the developmental phases were driven by continuous feedback from visually impaired persons. The proposed travel aid system consists of a RGB-D camera, a processing unit to compute visual information for obstacle avoidance, and a wearable device, which can provide normal and tangential force cues for guidance in an unknown indoor environment. Experiments with blindfolded subjects and visually impaired participants show that our system could be an effective support during indoor navigation, and a viable tool for training blind people to the usage of travel aids. Recently, in the attempt to increase blind people autonomy and improve their quality of life, a lot of effort has been devoted to develop technological travel aids. These systems can surrogate spatial information about the environment and deliver it to end-users through sensory substitution (auditory, haptic). However, despite the promising research outcomes, these solutions have met scarce acceptance in real-world. Often, this is also due to the limited involvement of real end users in the conceptual and design phases. In this article, we propose a novel indoor navigation system based on wearable haptic technologies. All the developmental phases were driven by continuous feedback from visually impaired persons. The proposed travel aid system consists of a RGB-D camera, a processing unit to compute visual information for obstacle avoidance, and a wearable device, which can provide normal and tangential force cues for guidance in an unknown indoor environment. Experiments with blindfolded subjects and visually impaired participants show that our system could be an effective support during indoor navigation, and a viable tool for training blind people to the usage of travel aids.Recently, in the attempt to increase blind people autonomy and improve their quality of life, a lot of effort has been devoted to develop technological travel aids. These systems can surrogate spatial information about the environment and deliver it to end-users through sensory substitution (auditory, haptic). However, despite the promising research outcomes, these solutions have met scarce acceptance in real-world. Often, this is also due to the limited involvement of real end users in the conceptual and design phases. In this article, we propose a novel indoor navigation system based on wearable haptic technologies. All the developmental phases were driven by continuous feedback from visually impaired persons. The proposed travel aid system consists of a RGB-D camera, a processing unit to compute visual information for obstacle avoidance, and a wearable device, which can provide normal and tangential force cues for guidance in an unknown indoor environment. Experiments with blindfolded subjects and visually impaired participants show that our system could be an effective support during indoor navigation, and a viable tool for training blind people to the usage of travel aids. |
Author | Leporini, Barbara Pallottino, Lucia Catalano, Manuel G. Bianchi, Matteo Barontini, Federica |
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Cites_doi | 10.1109/IROS.2015.7353520 10.1109/THMS.2019.2931745 10.1109/ICCME.2013.6548203 10.1109/MRA.2016.2636366 10.1007/978-4-431-55772-2_14 10.1109/IROS.2015.7354233 10.1109/MECO.2015.7181944 10.1145/2875194.2875249 10.1109/MED.2014.6961320 10.1007/978-3-642-24028-7_67 10.1109/EMBC.2013.6609784 10.1109/AIM.2014.6878260 10.1007/978-3-642-15687-8_17 10.1007/s00542-010-1219-1 10.4018/978-1-4666-3986-7.ch034 10.1109/THMS.2015.2419256 10.1016/j.ics.2005.06.002 10.1109/THMS.2017.2736888 10.1016/j.tics.2003.10.013 10.1007/s00371-006-0032-4 10.1109/TOH.2017.2689006 10.1109/TOH.2013.53 10.3390/electronics8030355 10.1109/TSMCC.2009.2021255 10.1155/2015/479857 10.1007/978-3-319-94274-2_36 10.1109/ROBOT.1997.614314 10.1109/ICRA.2014.6907796 10.1145/1060581.1060585 10.1109/MFI.2008.4648023 10.1145/270974.270980 10.1109/ICRA.2017.7989772 10.1007/978-3-642-03889-1_76 |
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SubjectTerms | Blind people Blindness Collision avoidance Dogs End users Haptic interfaces Indoor environments Indoor navigation Navigation systems Obstacle avoidance People with disabilities Spatial data technological travel aids for blind users User centered design Visual impairment wearable haptics Wearable technology |
Title | Integrating Wearable Haptics and Obstacle Avoidance for the Visually Impaired in Indoor Navigation: A User-Centered Approach |
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