1. A distributed control and parameter estimation protocol with prescribed performance for homogeneous lagrangian multi-agent systems
- Author
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Kostas J. Kyriakopoulos, Michael A. Demetriou, and Charalampos P. Bechlioulis
- Subjects
0209 industrial biotechnology ,Strongly connected component ,Adaptive control ,Computer science ,Estimation theory ,Multi-agent system ,02 engineering and technology ,Synchronization ,020901 industrial engineering & automation ,Artificial Intelligence ,Control theory ,0202 electrical engineering, electronic engineering, information engineering ,Graph (abstract data type) ,Topological graph theory ,020201 artificial intelligence & image processing ,Communications protocol - Abstract
In this paper, we consider the formation control problem for uncertain homogeneous Lagrangian nonlinear multi-agent systems in a leader-follower scheme under a directed communication protocol. A distributed adaptive control protocol of minimal complexity is proposed that achieves prescribed, arbitrarily fast and accurate formation establishment as well as synchronization of the parameter estimates of all followers. The estimation and control laws are distributed in the sense that the control signal and the update laws are calculated based solely on local relative state information. Moreover, provided that the communication graph is strongly connected and contrary to the related works on multi-agent systems, the controller-imposed transient and steady state performance bounds are fully decoupled from: (i) the underlying graph topology, (ii) the control gains selection and (iii) the agents’ model uncertainties. Finally, extensive simulation studies on the attitude control of flying spacecrafts clarify and verify the approach.
- Published
- 2018
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