Barrier Functions in Cascaded Controller: Safe Quadrotor Control

2020 AMERICAN CONTROL CONFERENCE (ACC)(2019)

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摘要
Safe control for inherently unstable systems such as quadrotors is crucial. Imposing multiple dynamic constraints simultaneously on the states for safety regulation can be a challenging problem. In this paper, we propose a quadratic programming (QP) based approach on a cascaded control architecture for quadrotors to enforce safety. Safety regions are constructed using control barrier functions (CBF) while explicitly considering the nonlinear underactuated dynamics of the quadrotor. The safety regions constructed using CBFs establish a non-conservative forward invariant safe region for quadrotor navigation. Barriers imposed across the cascaded architecture allows independent safety regulation in quadrotor's altitude and lateral domains. Despite barriers appearing in a cascaded fashion, we show preservation of safety for quadrotor motion in SE(3). We demonstrate the feasibility of our method on a quadrotor in simulation with static and dynamic constraints enforced on position and velocity spaces simultaneously.
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关键词
static constraints,cascaded controller,safe quadrotor control,inherently unstable systems,multiple dynamic constraints,system states,quadratic programming based approach,cascaded control architecture,safety regions,control barrier functions,nonlinear underactuated dynamics,nonconservative forward invariant safe region,quadrotor navigation,cascaded architecture,independent safety regulation,cascaded fashion,quadrotor motion
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