Communication-free Cohesive Flexible-Object Transport using Decentralized Robot Networks

02/17/2021
by   Yoshua Gombo, et al.
0

Decentralized network theories focus on achieving consensus and in speeding up the rate of convergence to consensus. However, network cohesion (i.e., maintaining consensus) during transitions between consensus values is also important when transporting flexible structures. Deviations in the robot positions due to loss of cohesion when moving flexible structures from one position to another, such as uncuredcomposite aircraft wings, can cause large deformations, which in turn, can result in potential damage. The major contribution of this work is to develop a decentralized approach to transport flexible objects in a cohesive manner using local force measurements, without the need for additional communication between the robots. Additionally, stability conditions are developed for discrete-time implementation of the proposed cohesive transition approach, and experimental results are presented, which show that the proposed cohesive transportation approach can reduce the relative deformations by 85

READ FULL TEXT
research
09/06/2023

Adaptive Consensus: A network pruning approach for decentralized optimization

We consider network-based decentralized optimization problems, where eac...
research
09/20/2020

Multi-Robot Target Search using Probabilistic Consensus on Discrete Markov Chains

In this paper, we propose a probabilistic consensus-based multi-robot se...
research
04/06/2018

Fast Decentralized Optimization over Networks

The present work introduces the hybrid consensus alternating direction m...
research
06/26/2021

Decentralized Composite Optimization in Stochastic Networks: A Dual Averaging Approach with Linear Convergence

Decentralized optimization, particularly the class of decentralized comp...
research
11/03/2021

Cooperative Transportation with Multiple Aerial Robots and Decentralized Control for Unknown Payloads

Cooperative transportation by multiple aerial robots has the potential t...
research
03/14/2020

Cohesive Networks using Delayed Self Reinforcement

How a network gets to the goal (a consensus value) can be as important a...
research
06/06/2021

Collective transport via sequential caging

We propose a decentralized algorithm to collaboratively transport arbitr...

Please sign up or login with your details

Forgot password? Click here to reset