Modern Control Engineering
Consensus Based Formation Control and Trajectory Tracing of Multi-Agent Robot Systems
Journal of Intelligent and Robotic Systems
Issues in computational resource allocation in cooperative control
Proceedings of the 1st international conference on Robot communication and coordination
Average consensus problems in networks of agents with delayed communications
Automatica (Journal of IFAC)
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We derive conditions for which a circular formation of nonholonomic robots under potential function control is stable, where robots assume a radially-directed pose at equilibrium. In addition to the delay-free case, we investigate the stability of the equilibrium when communication and local processing introduce delay. It is shown that while sufficiently large processing delay always leads to instability, with the right choice of control parameters, the system can tolerate unbounded communication delay. The analytical results are compared with simulations of a fleet of nonholomonic robots as well as with experimental data.