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Formal synthesis of controllers for safety-critical autonomous systems: Developments and challenges
In recent years, formal methods have been extensively used in the design of autonomous
systems. By employing mathematically rigorous techniques, formal methods can provide …
systems. By employing mathematically rigorous techniques, formal methods can provide …
Advances in the theory of control barrier functions: Addressing practical challenges in safe control synthesis for autonomous and robotic systems
This tutorial paper presents recent work of the authors that extends the theory of Control
Barrier Functions (CBFs) to address practical challenges in the synthesis of safe controllers …
Barrier Functions (CBFs) to address practical challenges in the synthesis of safe controllers …
Distributed implementation of control barrier functions for multi-agent systems
In this letter, we propose a distributed implementation framework for control barrier functions
induced quadratic programs for multi-agent systems. The quadratic program aims at …
induced quadratic programs for multi-agent systems. The quadratic program aims at …
Trust-based rate-tunable control barrier functions for non-cooperative multi-agent systems
For efficient and robust task accomplishment in multi-agent systems, an agent must be able
to distinguish cooperative agents from non-cooperative (ie, uncooperative and adversarial) …
to distinguish cooperative agents from non-cooperative (ie, uncooperative and adversarial) …
Increasing perceived safety in motion planning for human-drone interaction
Safety is crucial for autonomous drones to operate close to humans. Besides avoiding
unwanted or harmful contact, people should also perceive the drone as safe. Existing safe …
unwanted or harmful contact, people should also perceive the drone as safe. Existing safe …
Perception-based temporal logic planning in uncertain semantic maps
In this article, we address a multi-robot planning problem in environments with partially
unknown semantics. The environment is assumed to have a known geometric structure (eg …
unknown semantics. The environment is assumed to have a known geometric structure (eg …
Distributed control barrier functions for global connectivity maintenance
In this work, we propose a framework for the distributed implementation of Quadratic
Programs-based controllers, building upon and rectifying a significant limitation in a …
Programs-based controllers, building upon and rectifying a significant limitation in a …
Formal verification and control with conformal prediction
In this survey, we design formal verification and control algorithms for autonomous systems
with practical safety guarantees using conformal prediction (CP), a statistical tool for …
with practical safety guarantees using conformal prediction (CP), a statistical tool for …
Receding horizon control with online barrier function design under signal temporal logic specifications
Signal temporal logic (STL) has been found to be an expressive language for describing
complex, time-constrained tasks in several robotic applications. Existing methods encode …
complex, time-constrained tasks in several robotic applications. Existing methods encode …
PRoTECT: Parallelized construction of safety barrier certificates for nonlinear polynomial systems
We develop an open-source software tool, called PRoTECT, for the parallelized construction
of safety barrier certificates (BCs) for nonlinear polynomial systems. This tool employs sum …
of safety barrier certificates (BCs) for nonlinear polynomial systems. This tool employs sum …