Higher-order sliding mode observer and fractional-order sliding mode control for precise wildfire tracking in heterogeneous multi-agent systems

This study considers the complications caused by collaborative wildfire tracking in unmanned air vehicles and unmanned ground vehicle heterogeneous multi-agent systems with various types of faults like actuator and sensor faults throughout fire tracking. A control technique for formation control usi...

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Bibliographic Details
Main Authors: Ammar Alsinai, Aasma Zaman, Azmat Ullah Khan Niazi
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Systems Science & Control Engineering
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Online Access:https://www.tandfonline.com/doi/10.1080/21642583.2025.2460440
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Summary:This study considers the complications caused by collaborative wildfire tracking in unmanned air vehicles and unmanned ground vehicle heterogeneous multi-agent systems with various types of faults like actuator and sensor faults throughout fire tracking. A control technique for formation control using fractional-order non-singular fast terminal sliding mode (FO-NFTSM) control approach to entitle the heterogeneous multi-agent system to track wildfire dispersion. Moreover, a higher-order sliding mode observer (HOSMO) is mapped out to evaluate velocities and multi-source instabilities that come about from external perturbation, system uncertainties, and sensor and actuator faults. HOSMO and FO-NFTSM techniques lead us to the validity of initiate techniques for precise wildfire tracking.
ISSN:2164-2583