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Open AccessArticle
Safety-Aware Pre-Flight Trajectory Planning for Urban UAVs with Contingency Plans for Mechanical and GPS Failure Scenarios
by
Amin Almozel
Amin Almozel *
,
Ania Adil
Ania Adil
and
Eric Feron
Eric Feron
Computer, Electrical, Mathematical Sciences, and Engineering (CEMSE), King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia
*
Author to whom correspondence should be addressed.
Drones 2025, 9(10), 708; https://doi.org/10.3390/drones9100708 (registering DOI)
Submission received: 29 August 2025
/
Revised: 5 October 2025
/
Accepted: 11 October 2025
/
Published: 14 October 2025
Abstract
Urban drone operations are exposed to unpredictable risks, including engine failure and deliberate signal interference. A recent and ongoing disruption in Jeddah, Saudi Arabia, has seen widespread GPS spoofing that misleads devices by hundreds of kilometers, illustrating how fragile unmanned aerial vehicle (UAV) operations can become when over-reliant on GNSS-based navigation. Such disruptions highlight the urgent need for contingency planning in drone traffic management systems. This study introduces a safety-aware pre-flight path planning framework that proactively integrates emergency landing and GPS fallback options into UAV trajectory pre-flight planning. The planner considers proximity to predesignated emergency landing zones, communication coverage, and airspace restrictions, enabling UAVs to safely complete their operations. The approach is evaluated across realistic mission profiles such as delivery, inspection, and surveillance. Results show that the planner successfully maintains mission feasibility while embedding emergency readiness throughout each flight. This work contributes toward safer, failure-resilient drone integration in urban airspace, ensuring that contingency plans are proactively incorporated into path planning before the failure even occurs.
Share and Cite
MDPI and ACS Style
Almozel, A.; Adil, A.; Feron, E.
Safety-Aware Pre-Flight Trajectory Planning for Urban UAVs with Contingency Plans for Mechanical and GPS Failure Scenarios. Drones 2025, 9, 708.
https://doi.org/10.3390/drones9100708
AMA Style
Almozel A, Adil A, Feron E.
Safety-Aware Pre-Flight Trajectory Planning for Urban UAVs with Contingency Plans for Mechanical and GPS Failure Scenarios. Drones. 2025; 9(10):708.
https://doi.org/10.3390/drones9100708
Chicago/Turabian Style
Almozel, Amin, Ania Adil, and Eric Feron.
2025. "Safety-Aware Pre-Flight Trajectory Planning for Urban UAVs with Contingency Plans for Mechanical and GPS Failure Scenarios" Drones 9, no. 10: 708.
https://doi.org/10.3390/drones9100708
APA Style
Almozel, A., Adil, A., & Feron, E.
(2025). Safety-Aware Pre-Flight Trajectory Planning for Urban UAVs with Contingency Plans for Mechanical and GPS Failure Scenarios. Drones, 9(10), 708.
https://doi.org/10.3390/drones9100708
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