Multi-robot coordination analysis, taxonomy, challenges and future scope

JK Verma, V Ranga - Journal of intelligent & robotic systems, 2021 - Springer
Abstract Recently, Multi-Robot Systems (MRS) have attained considerable recognition
because of their efficiency and applicability in different types of real-life applications. This …

Multi-robot systems and cooperative object transport: Communications, platforms, and challenges

X An, C Wu, Y Lin, M Lin… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
Multi-robot systems gain considerable attention due to lower cost, better robustness, and
higher scalability as compared with single-robot systems. Cooperative object transport, as a …

Multi-robot path planning method using reinforcement learning

H Bae, G Kim, J Kim, D Qian, S Lee - Applied sciences, 2019 - mdpi.com
This paper proposes a noble multi-robot path planning algorithm using Deep q learning
combined with CNN (Convolution Neural Network) algorithm. In conventional path planning …

A decentralized cluster formation containment framework for multirobot systems

J Hu, P Bhowmick, I Jang, F Arvin… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Cooperative control of multirobot systems (MRSs) has earned significant research interest
over the past two decades due to its potential applications in multidisciplinary engineering …

Towards fully autonomous UAVs: A survey

T Elmokadem, AV Savkin - Sensors, 2021 - mdpi.com
Unmanned Aerial Vehicles have undergone rapid developments in recent decades. This
has made them very popular for various military and civilian applications allowing us to …

Distributed formation navigation of constrained second-order multiagent systems with collision avoidance and connectivity maintenance

J Fu, G Wen, X Yu, ZG Wu - IEEE Transactions on Cybernetics, 2020 - ieeexplore.ieee.org
In this article, we consider the distributed formation navigation problem of second-order
multiagent systems subject to both velocity and input constraints. Both collision avoidance …

MPC-based distributed formation control of multiple quadcopters with obstacle avoidance and connectivity maintenance

S Vargas, HM Becerra, JB Hayet - Control Engineering Practice, 2022 - Elsevier
In this work, a distributed model predictive control (MPC) scheme based on consensus
theory is proposed for the formation control of a group of quadcopters. The MPC scheme …

Hierarchical multi-robot navigation and formation in unknown environments via deep reinforcement learning and distributed optimization

L Chang, L Shan, W Zhang, Y Dai - Robotics and Computer-Integrated …, 2023 - Elsevier
Compared with a single robot, Multi-robot Systems (MRSs) can undertake more challenging
tasks in complex scenarios benefiting from the increased transportation capacity and fault …

Age of information in random access networks with stochastic arrivals

I Kadota, E Modiano - IEEE INFOCOM 2021-IEEE Conference …, 2021 - ieeexplore.ieee.org
We consider a Random Access network with a number of nodes transmitting time-sensitive
information to a wireless base station. Packets are generated according to a stochastic …

Decentralized control of multi-robot system in cooperative object transportation using deep reinforcement learning

L Zhang, Y Sun, A Barth, O Ma - IEEE Access, 2020 - ieeexplore.ieee.org
Object transportation could be a challenging problem for a single robot due to the oversize
and/or overweight issues. A multi-robot system can take the advantage of increased driving …