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Constrained model predictive control: Stability and optimality,

3 Pith papers cite this work. Polarity classification is still indexing.

3 Pith papers citing it

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2026 3

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UNVERDICTED 3

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Failure-Aware Iterative Learning of State-Control Invariant Sets

eess.SY · 2026-04-08 · unverdicted · novelty 6.0

FAIL iteratively learns maximal state-control invariant sets from one-step failing state-input pairs for deterministic LTI systems with polytopic constraints, proving monotonic convergence to the true MSCI without dynamics knowledge.

Point-to-Cloud NMPC with Smooth Avoidance Constraints

eess.SY · 2026-05-02 · unverdicted · novelty 4.0

A finite-horizon NMPC framework with a smooth point-to-cloud distance metric and control barrier functions achieves accurate set-point tracking and smooth obstacle avoidance for aerial robots.

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