TY - JOUR
T1 - E-BTS
T2 - Event-Based Tactile Sensor for Haptic Teleoperation in Augmented Reality
AU - Mukashev, Dinmukhammed
AU - Seitzhan, Saltanat
AU - Chumakov, Jabrail
AU - Khajikhanov, Soibkhon
AU - Yergibay, Madina
AU - Zhaniyar, Nurlan
AU - Chibar, Rustam
AU - Mazhitov, Ayan
AU - Rubagotti, Matteo
AU - Kappassov, Zhanat
N1 - Publisher Copyright:
© 2004-2012 IEEE.
PY - 2025
Y1 - 2025
N2 - The prompt and robust detection of tactile information is a relevant and challenging problem, and a considerable research effort is, thus, being put into innovative transduction methods for tactile sensors. In this article, we investigate the possibility of using event-based cameras to sense contact forces applied to objects by a robot end effector. The proposed optical tactile sensor incorporates a soft hemispherical pad made of silicone rubber with imprinted markers and a pulsewidth modulation light source that emits optical pulses, allowing robust detection of the markers to track deformations of the pad. To test the effectiveness of our sensor, experiments were carried out attaching it to a teleoperated robot arm to finely control it when out of the user's field of view, as accurately as if the user could see it. In the experiments, an augmented reality display and a haptic device were used to convey the force detected by the event-based tactile sensor back to the human operator. The experiments included a practical application of a soft tissue puncturing tool, and psychophysical test results from ten participants were recorded, to validate efficacy and usability of the system.
AB - The prompt and robust detection of tactile information is a relevant and challenging problem, and a considerable research effort is, thus, being put into innovative transduction methods for tactile sensors. In this article, we investigate the possibility of using event-based cameras to sense contact forces applied to objects by a robot end effector. The proposed optical tactile sensor incorporates a soft hemispherical pad made of silicone rubber with imprinted markers and a pulsewidth modulation light source that emits optical pulses, allowing robust detection of the markers to track deformations of the pad. To test the effectiveness of our sensor, experiments were carried out attaching it to a teleoperated robot arm to finely control it when out of the user's field of view, as accurately as if the user could see it. In the experiments, an augmented reality display and a haptic device were used to convey the force detected by the event-based tactile sensor back to the human operator. The experiments included a practical application of a soft tissue puncturing tool, and psychophysical test results from ten participants were recorded, to validate efficacy and usability of the system.
KW - Augmented reality (AR)
KW - event-based vision
KW - haptics
KW - remote sensing
KW - tactile sensors
KW - visual force feedback (VFF)
UR - http://www.scopus.com/inward/record.url?scp=86000373491&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=86000373491&partnerID=8YFLogxK
U2 - 10.1109/TRO.2024.3502215
DO - 10.1109/TRO.2024.3502215
M3 - Article
AN - SCOPUS:85210385602
SN - 1552-3098
VL - 41
SP - 450
EP - 463
JO - IEEE Transactions on Robotics
JF - IEEE Transactions on Robotics
ER -