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Signal Temporal Logic Planning with Time-Varying Robustness

27 September 2024
Yating Yuan
Thanin Quartz
Jun Liu
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Abstract

This letter aims to generate a continuous-time trajectory consisting of piecewise B\ézier curves that satisfy signal temporal logic (STL) specifications with piecewise time-varying robustness. Our time-varying robustness is less conservative than the real-valued robustness, which enables more effective tracking in practical applications. Specifically, our continuous-time trajectories account for dynamic feasibility, leading to smaller tracking errors and ensuring that the STL specifications can be met by the tracking trajectory. Comparative experiments demonstrate the efficiency and effectiveness of the proposed approach.

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