This paper introduces a novel distributed architecture for the distributed control of autonomous agents, with guarantees for optimal peak-to-peak disturbances attenuation. The resulted scheme is able to perform trajectory control while preserving a pre-specified (distance-based) formation of the autonomous double integrator agents with first order (linear) actuators. The controller designed method is based on a "disturbances as sets" approach while the scheme is completely distributed, by constraining the sensing and communications radius of each agent in the formation. Compensation of inter-agent communications induce time-delays are also discussed.
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