In this article we develop a direct adaptive fuzzy control based methodology for formation control and target tracking in a class of multi-agent systems with nonlinear and uncertain dynamics. The agents are assumed to be able to measure only their relative position to the other agents and the target and high gain observers are applied to estimate the derivatives of the combined tracking and formation errors. Various formation maneuvers such as contraction/expansion, rotation, and reconfiguration of the format…
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