[HTML][HTML] Towards next generation digital twin in robotics: Trends, scopes, challenges, and future

A Mazumder, MF Sahed, Z Tasneem, P Das, FR Badal… - Heliyon, 2023 - cell.com
With the advent of Industry 4.0, several cutting-edge technologies such as cyber-physical
systems, digital twins, IoT, robots, big data, cloud computation have emerged. However, how …

[HTML][HTML] The cloud-to-edge-to-IoT continuum as an enabler for search and rescue operations

L Militano, A Arteaga, G Toffetti, N Mitton - Future Internet, 2023 - mdpi.com
When a natural or human disaster occurs, time is critical and often of vital importance. Data
from the incident area containing the information to guide search and rescue (SAR) …

[HTML][HTML] A Practical Roadmap to Learning from Demonstration for Robotic Manipulators in Manufacturing

A Barekatain, H Habibi, H Voos - Robotics, 2024 - mdpi.com
This paper provides a structured and practical roadmap for practitioners to integrate learning
from demonstration (LfD) into manufacturing tasks, with a specific focus on industrial …

DynNetSLAM: Dynamic visual SLAM network offloading

P Sossalla, J Hofer, J Rischke, C Vielhaus… - IEEE …, 2022 - ieeexplore.ieee.org
Existing Visual Simultaneous Localization And Mapping (vSLAM) approaches that offload
the complex self-localization computations from mobile robots over a wireless network to …

E-cnmpc: Edge-based centralized nonlinear model predictive control for multiagent robotic systems

AS Seisa, B Lindqvist, SG Satpute… - IEEE …, 2022 - ieeexplore.ieee.org
With the wide deployment of autonomous multi-agent robotic systems, control solutions
based on centralized algorithms have been developed. Even though these centralized …

[HTML][HTML] Towards Indoor Suctionable Object Classification and Recycling: Developing a Lightweight AI Model for Robot Vacuum Cleaners

Q Huang - Applied Sciences, 2023 - mdpi.com
Robot vacuum cleaners have gained widespread popularity as household appliances. One
significant challenge in enhancing their functionality is to identify and classify small indoor …

Decentralized Serverless IoT Dataflow Architecture for the Cloud-to-Edge Continuum

JJL Escobar, F Gil-Castiñeira… - 2023 26th Conference …, 2023 - ieeexplore.ieee.org
The advent of new computing and communication trends that link pervasive data sources
and consumers, such as Edge Computing, 5G and IIoT, has led to the development of the …

Just round: Quantized observation spaces enable memory efficient learning of dynamic locomotion

L Grossman, B Plancher - 2023 IEEE International Conference …, 2023 - ieeexplore.ieee.org
Deep reinforcement learning (DRL) is one of the most powerful tools for synthesizing
complex robotic behaviors. But training DRL models is incredibly compute and memory …

A resilient framework for 5G-edge-connected UAVs based on switching edge-mpc and onboard-pid control

G Damigos, AS Seisa, SG Satpute… - 2023 IEEE 32nd …, 2023 - ieeexplore.ieee.org
In recent years, the need for resources for handling processes with high computational
complexity for mobile robots is becoming increasingly urgent. More specifically, robots need …

Enhancing 5G-Enabled Robots Autonomy by Radio-Aware Semantic Maps

A Lendinez, L Zanzi, S Moreno, G Garí… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
Future robotics systems aiming for true autonomy must be robust against dynamic and
unstructured environments. The 5th generation (5G) mobile network is expected to provide …