Formula-based Architectural Framework of the SecuDroneComm Platform for Unmanned Aerial Vehicle Communications

The SecuDroneComm platform is designed to provide secure, reliable, and efficient communication between drones and the tactical operations center. Its architecture integrates data integrity, encryption efficiency, energy optimization, collision avoidance, and real-time processing through a mathematical framework of dedicated formulas. The platform ensures that critical mission data is protected from tampering, transmitted with minimal delay, and prioritized based on urgency and network stability. By applying specialized formulas, such as the drone data integrity formula, encrypted data transmission efficiency formula, and data prioritization index, the platform strengthens communication security and improves decision-making in operational environments. Additional formulas address challenges of battery optimization, multi-drone coordination, network congestion, and system reliability, ensuring resilient operations during missions. The integration of YOLOv8 within the platform enhances object detection by balancing accuracy and inference speed, supported by GPU load analysis and bandwidth allocation models. The hybrid server structure optimizes latency, resource distribution, and encryption key management, creating a unified solution for real-time unmanned aerial vehicle surveillance. This paper presents the complete formula-based framework of SecuDroneComm, demonstrating its capability to improve operational efficiency, cybersecurity resilience, and mission sustainability in dynamic and high-risk environments.