Real-time robot actuation is one of the main challenges to overcome in human-robot interaction. Most visual sensors are either too slow or their data are too complex to provide meaningful information and low latency input to a robotic system. Data output of an event camera is high-frequency and extremely lightweight, with only 8 bytes per event. To evaluate the hypothesis of using event cameras as data source for a real-time robotic system, the position of a waving hand is acquired from the event data and transmitted to a collaborative robot as a movement command. A total time delay of 110 ms was measured between the original movement and the robot movement, where much of the delay is caused by the robot dynamics.
Demonstration of real-time event camera to collaborative robot communication / Duarte, Laura; Polito, Michele; Gastaldi, Laura; Neto, Pedro; Pastorelli, Stefano. - 163:(2024), pp. 351-358. ( 5th International Conference of IFToMM Italy Turin (ITA) September 11–13, 2024) [10.1007/978-3-031-64553-2_41].
Demonstration of real-time event camera to collaborative robot communication
Polito, Michele;Gastaldi, Laura;Pastorelli, Stefano
2024
Abstract
Real-time robot actuation is one of the main challenges to overcome in human-robot interaction. Most visual sensors are either too slow or their data are too complex to provide meaningful information and low latency input to a robotic system. Data output of an event camera is high-frequency and extremely lightweight, with only 8 bytes per event. To evaluate the hypothesis of using event cameras as data source for a real-time robotic system, the position of a waving hand is acquired from the event data and transmitted to a collaborative robot as a movement command. A total time delay of 110 ms was measured between the original movement and the robot movement, where much of the delay is caused by the robot dynamics.| File | Dimensione | Formato | |
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Demonstration of real-time event camera to collaborative robot communication.pdf
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https://hdl.handle.net/11583/2996506
