A review of the literature on fuzzy-logic approaches for collision-free path planning of manipulator robots

A Hentout, A Maoudj, M Aouache - Artificial Intelligence Review, 2023 - Springer
In recent years, a large number of manipulator robots have been deployed to replace or
assist humans in many repetitive and dangerous tasks. Yet, these robots have complex …

[HTML][HTML] Orienting safety assurance with outcomes of hazard analysis and risk assessment: A review of the ISO 15066 standard for collaborative robot systems

P Chemweno, L Pintelon, W Decre - Safety Science, 2020 - Elsevier
Close interactions with a human operator are an important safety concern for collaborative
robot systems. For safety assurance, robot integrators are required to demonstrate that they …

Human–robot interaction: A review and analysis on variable admittance control, safety, and perspectives

AN Sharkawy, PN Koustoumpardis - Machines, 2022 - mdpi.com
Human–robot interaction (HRI) is a broad research topic, which is defined as understanding,
designing, developing, and evaluating the robotic system to be used with or by humans. This …

Human–robot collisions detection for safe human–robot interaction using one multi-input–output neural network

AN Sharkawy, PN Koustoumpardis, N Aspragathos - Soft Computing, 2020 - Springer
In this paper, a multilayer feedforward neural network-based approach is proposed for
human–robot collision detection taking safety standards into consideration. One multi-output …

Collision detection and identification for robot manipulators based on extended state observer

T Ren, Y Dong, D Wu, K Chen - Control Engineering Practice, 2018 - Elsevier
Physical human–robots cooperation is desirable for future robotic applications while poses
the fundamental problem of how to ensure personnel safety. Dynamic impact and quasi …

Technology jump in the industry: human–robot cooperation in production

Z Dobra, KS Dhir - Industrial Robot: the international journal of …, 2020 - emerald.com
Purpose Recent years have seen a technological change, Industry 4.0, in the manufacturing
industry. Human–robot cooperation, a new application, is increasing and facilitating …

Neural network design for manipulator collision detection based only on the joint position sensors

AN Sharkawy, PN Koustoumpardis, N Aspragathos - Robotica, 2020 - cambridge.org
In this paper, a multilayer feedforward neural network (NN) is designed and trained, for
human–robot collisions detection, using only the intrinsic joint position sensors of a …

Asymmetric identification model for human-robot contacts via supervised learning

Q Abu Al-Haija, J Al-Saraireh - Symmetry, 2022 - mdpi.com
Human-robot interaction (HRI) occupies an essential role in the flourishing market for
intelligent robots for a wide range of asymmetric personal and entertainment applications …

Collision detection, localization & classification for industrial robots with joint torque sensors

D Popov, A Klimchik, N Mavridis - 2017 26th IEEE International …, 2017 - ieeexplore.ieee.org
High dynamic capabilities of industrial robots make them dangerous for humans and
environment. To reduce this factor and advance collaboration between human and …

Collision detection and identification on robot manipulators based on vibration analysis

F Min, G Wang, N Liu - Sensors, 2019 - mdpi.com
Robot manipulators should be able to quickly detect collisions to limit damage due to
physical contact. Traditional model-based detection methods in robotics are mainly …