Conference Proceedings
Global extension of local control Lyapunov functions via exit-time optimal control
I Yegorov, PM Dower, L Grune
Proceedings of the IEEE Conference on Decision and Control | IEEE | Published : 2018
Abstract
This paper studies the feedback stabilization problem for deterministic nonlinear control systems described by ODEs. Assuming that a local control Lyapunov function (CLF) with certain properties can be explicitly constructed, we propose a way of extending it to a global CLF. Under a number of reasonable conditions, it is proved that the concatenation of the local CLF and the value function for an appropriately formulated exit-time optimal control problem leads to a global CLF satisfying the sought-after infinitesimal decrease property. The exit-time problem is stated with respect to a sublevel set of the local CLF. We then develop the theoretical foundations of a curse-of-dimensionality-free..
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Awarded by Air Force Office of Scientific Research
Funding Acknowledgements
I. Yegorov and P.M. Dower were supported in part by AFOSR/AOARD grant FA2386-16-1-4066, L. Grune was supported in part by ARC grant DP160102138