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 …

Supporting UAVs with Edge Computing: A Review of Opportunities and Challenges

M Janßen, T Pfandzelter, M Wang… - arxiv preprint arxiv …, 2023 - arxiv.org
Over the last years, Unmanned Aerial Vehicles (UAVs) have seen significant advancements
in sensor capabilities and computational abilities, allowing for efficient autonomous …

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 …

Cloud-Edge Cooperative MPC for Large-Scale Complex Systems With Input Nonlinearity

Y Ma, L Dai, H Yang, J Zhao, R Gao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Nonlinear model predictive control (NMPC) is a promising approach for controlling large-
scale complex systems (LSS) that exhibit nonlinearity and constraints. However, its …

Environmental Awareness Dynamic 5G QoS for Retaining Real Time Constraints in Robotic Applications

G Damigos, A Saradagi, S Sandberg… - arxiv preprint arxiv …, 2024 - arxiv.org
The fifth generation (5G) cellular network technology is mature and increasingly utilized in
many industrial and robotics applications, while an important functionality is the advanced …

Optimization of Edge-Offloading for Centralized Controllers Through Dynamic Computational Resource Allocation

AS Seisa, S Velhal, S Kotpalliwar, S Satpute… - Authorea …, 2025 - techrxiv.org
This paper presents a novel framework based on edge computing, implemented using
Kubernetes orchestration, to optimally offload the computational tasks required for …

Towards Enabling the Next Generation of Edge Controlled Robotic Systems

AS Seisa - 2023 - diva-portal.org
This thesis introduces a novel framework for edge robotics, enabling the advancement of
edge-connected and controlled robots. Autonomous robots, such as Unmanned Aerial …