Next Article in Journal
Georeferenced UAV Localization in Mountainous Terrain Under GNSS-Denied Conditions
Previous Article in Journal
ADG-YOLO: A Lightweight and Efficient Framework for Real-Time UAV Target Detection and Ranging
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
Article

Safety-Aware Pre-Flight Trajectory Planning for Urban UAVs with Contingency Plans for Mechanical and GPS Failure Scenarios

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
(This article belongs to the Section Innovative Urban Mobility)

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.
Keywords: unmanned traffic management system; safety; path planning; emergency landing; contingency management unmanned traffic management system; safety; path planning; emergency landing; contingency management

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

Article Metrics

Article metric data becomes available approximately 24 hours after publication online.
Back to TopTop