Model Predictive Control of Coordinated Multi-Vehicle Formations

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William B. Dunbar and Richard M. Murray
Submitted, 2002 Conference on Decision and Control (CDC)

A generalized model predictive control (MPC) formulation is derived that extends the existing theory to a multi-vehicle formation stabilization problem. The vehicles are individually governed by nonlinear and constrained dynamics. The extension considers formation stabilization to a set of permissible equilibria, rather than a unique equilibrium. Simulations for three vehicle formations with input constrained dynamics on con¯guration space SE(2) are performed using a nonlinear trajectory generation (NTG) software package developed at Caltech. Preliminary results and an outline of future work for scaling/decentralizing the MPC approach and applying it to an emerging experimental testbed are given.

  • Conference
 Paper: http://www.cds.caltech.edu/~murray/preprints/dm02-cdc.pdf