Safe human–robot collaboration for industrial settings: a survey

W Li, Y Hu, Y Zhou, DT Pham - Journal of Intelligent Manufacturing, 2024 - Springer
Human–robot collaboration (HRC) plays a pivotal role in today's industry by supporting
increasingly customised product development. Via HRC, the strengths of humans and robots …

A simple neural network for collision detection of collaborative robots

M Czubenko, Z Kowalczuk - Sensors, 2021 - mdpi.com
Due to the epidemic threat, more and more companies decide to automate their production
lines. Given the lack of adequate security or space, in most cases, such companies cannot …

Model-adaptive high-speed collision detection for serial-chain robot manipulators

SAB Birjandi, S Haddadin - IEEE Robotics and Automation …, 2020 - ieeexplore.ieee.org
In this letter, we introduce a novel regressor-based observer method to adapt an initially
erroneous dynamics model of serial manipulators for improving collision detection …

Momentum observer-based collision detection using LSTM for model uncertainty learning

D Lim, D Kim, J Park - 2021 IEEE International Conference on …, 2021 - ieeexplore.ieee.org
As robots begin to collaborate with people in real life, safety needs to be rigorously ensured
to reliably employ robots nearby. In addition to collision prevention algorithms, studies are …

MOB-Net: Limb-modularized uncertainty torque learning of humanoids for sensorless external torque estimation

D Lim, MJ Kim, J Cha, J Park - The International Journal of …, 2025 - journals.sagepub.com
Momentum observer (MOB) can estimate external joint torque without requiring additional
sensors, such as force/torque or joint torque sensors. However, the estimation performance …

A novel collision detection method based on current residuals for robots without joint torque sensors: A case study on UR10 robot

T Xu, H Tuo, Q Fang, D Shan, H Jin, J Fan… - Robotics and Computer …, 2024 - Elsevier
Existing model-based collision detection methods rely on accurate torque dynamic
parameters identified using measured joint torques. However, for robots lacking joint torque …

A novel sliding mode momentum observer for collaborative robot collision detection

S Long, X Dang, S Sun, Y Wang, M Gui - Machines, 2022 - mdpi.com
Safety during physical human–robot interaction is the most basic requirement for robots.
Collision detection without additional sensors is an economically feasible way to ensure it. In …

A new robot collision detection method: A modified nonlinear disturbance observer based-on neural networks

T Xu, J Fan, Q Fang, Y Zhu… - Journal of Intelligent & …, 2020 - content.iospress.com
Collision detection is the core issue in physical human–robot interactions, and many
detection methods based on robot dynamic models have been proposed. However, model …

Event-triggered optimal interaction control of the MRM system under the complex multi-task constraints: design and experiments

Y Li, X Yao, B Ma - Journal of the Franklin Institute, 2023 - Elsevier
The main challenges of modular robot manipulators (MRMs) with the environmental
constraints include the avoidance of catastrophic collision and the precious contacting in the …

A force/position controller free of velocity measurement for robot manipulators with bounded torque input

CA Chávez-Olivares… - Archives of Control …, 2024 - journals.pan.pl
Robot manipulators play a crucial role in various industrial and research settings, requiring
precise and controlled interactions with their surroundings. Achieving this goal with fewer …