Design of a Robot Controller for Peloton Formation Using Fuzzy Logic
@article{Bedruz2019DesignOA, title={Design of a Robot Controller for Peloton Formation Using Fuzzy Logic}, author={Rhen Anjerome R. Bedruz and Argel A. Bandala and Ryan Rhay P. Vicerra and Ronnie S. Concepcion and Elmer P. Dadios}, journal={2019 7th International Conference on Robot Intelligence Technology and Applications (RiTA)}, year={2019}, pages={83-88} }
This paper presents a controller for the optimization of flocking and formation algorithm adapted from the flocking behavior of cycling team or pelotons. The controller developed is a fuzzy-logic controller for each of the robotic agent in order for them to perform a peloton formation. Results from the simulation shows that the developed fuzzy logic controller is slightly better than the mathematical models in maintaining a small and optimal position for the peloton formation which results to a…
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14 References
Flocking for multi-agent dynamic systems: algorithms and theory
- Computer ScienceIEEE Transactions on Automatic Control
- 2006
A theoretical framework for design and analysis of distributed flocking algorithms, and shows that migration of flocks can be performed using a peer-to-peer network of agents, i.e., "flocks need no leaders."
An Asymmetric Distributed Method for Sorting a Robot Swarm
- Computer ScienceIEEE Robotics and Automation Letters
- 2017
This work considers the problem of sorting a swarm of labeled robots in Euclidean space, and breaks the symmetry between the minimum and maximum, in order to keep time, travel distance, and communication costs low, without using central control.
Output Consensus of Heterogeneous Linear Multi-Agent Systems with Adaptive Event-Triggered Control
- Mathematics, EngineeringIEEE Transactions on Automatic Control
- 2019
This paper investigates the output consensus problem for heterogeneous linear multi-agent systems via event-triggered control by introducing a dynamic compensator for each agent and shows that under the proposed control strategy, all agents achieve output consensus with intermittent communication in a fully distributed manner.
Consensus and Cooperation in Networked Multi-Agent Systems
- Computer ScienceProceedings of the IEEE
- 2007
This paper provides a theoretical framework for analysis of consensus algorithms for multi-agent networked systems with an emphasis on the role of directed information flow, robustness to changes in…
Modelling Peloton Dynamics in Competitive Cycling: A Quantitative Approach
- EconomicsicSPORTS 2013
- 2013
We propose an agent-based model for peloton dynamics in competitive cycling. It aims to generate the very complex behaviour observed in real-life competitive cycling from a collection of agents with…
Reverse Group Consensus of Multi-Agent Systems in the Cooperation-Competition Network
- MathematicsIEEE Transactions on Circuits and Systems I: Regular Papers
- 2016
It is found that the reverse group consensus problem can be achieved if the mirror graph is strongly connected, and the explicit expression of the error level is derived, which would be vanished for multi-agent systems with some special kinds of inputs.
Consensus seeking in multiagent systems under dynamically changing interaction topologies
- MathematicsIEEE Transactions on Automatic Control
- 2005
It is shown that information consensus under dynamically changing interaction topologies can be achieved asymptotically if the union of the directed interaction graphs have a spanning tree frequently enough as the system evolves.
Consensus problems in networks of agents with switching topology and time-delays
- Mathematics, Computer ScienceIEEE Transactions on Automatic Control
- 2004
A distinctive feature of this work is to address consensus problems for networks with directed information flow by establishing a direct connection between the algebraic connectivity of the network and the performance of a linear consensus protocol.
Aerodynamic drag in cycling team time trials
- EngineeringJournal of Wind Engineering and Industrial Aerodynamics
- 2018