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Using Multi-channel 3D Lidar for Safe Human-Robot Interaction | IEEE Conference Publication | IEEE Xplore

Using Multi-channel 3D Lidar for Safe Human-Robot Interaction

Publisher: IEEE

Abstract:

This paper proposes a novel application of multichannel 3D lidar data for safety in a physical Human-Robot Interaction (pHRI) scenario. To achieve the aforementioned, exp...View more

Abstract:

This paper proposes a novel application of multichannel 3D lidar data for safety in a physical Human-Robot Interaction (pHRI) scenario. To achieve the aforementioned, experiments were conducted to mimic a modern shop-floor environment. Data was collected from a pool of seventeen participants while performing pre-determined tasks in a shared workspace with the robot. A perception pipeline was developed that leveraged reflectivity images, signal images, near-infrared images, and point-cloud data from a 3D lidar. This data was then used to perform safety based control whilst satisfying the speed and separation monitoring (SSM) criteria. In order to support the perception pipeline, a state-of-the-art object detection network was leveraged and fine-tuned. An analysis is provided along with results of the perception and the safety based controller.
Date of Conference: 28 August 2024 - 01 September 2024
Date Added to IEEE Xplore: 23 October 2024
ISBN Information:

ISSN Information:

Publisher: IEEE
Conference Location: Bari, Italy

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References

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