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Secrecy Energy Efficiency Enhancement in UAV-Assisted MEC System
Jiansong Miao1, Haoqiang Chen1, Hairui Li1
1School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China.
This study introduces a novel optimization scheme for unmanned aerial vehicle (UAV)-assisted mobile edge computing, enhancing both secrecy and energy efficiency for Internet-of-Things (IoT) security. The proposed method significantly boosts system performance, achieving a 38.5% improvement in secrecy energy efficiency.
Area of Science:
- * Wireless Communication and Networking
- * Mobile Edge Computing (MEC)
- * Internet-of-Things (IoT) Security
Background:
- * Addressing computational power and security challenges in IoT environments.
- * Leveraging Unmanned Aerial Vehicles (UAVs) for enhanced mobile edge computing capabilities.
- * The need for robust security and energy efficiency in UAV-assisted MEC systems.
Purpose of the Study:
- * To propose a secrecy energy efficiency optimization scheme for multifunctional UAV-assisted MEC systems.
- * To enhance the security and energy efficiency of task offloading in IoT scenarios.
- * To jointly optimize UAV trajectory, power, user scheduling, and task offloading.
Main Methods:
- * Development of a multifunctional UAV capable of switching roles (computing or jamming).
- * Joint optimization of UAV trajectory, uplink transmit power, user scheduling, and offload task.
- * Application of an updated-rate assisted block coordinate descent (BCD) algorithm.
Main Results:
- * The proposed scheme effectively enhances system secrecy performance and energy efficiency.
- * Simulation results demonstrate significant improvements compared to benchmark schemes.
- * A notable 38.5% improvement in secrecy energy efficiency was achieved.
Conclusions:
- * The developed optimization scheme provides a viable solution for secure and energy-efficient UAV-assisted MEC in IoT.
- * The flexible role-switching capability of the UAV contributes to improved system performance.
- * The joint optimization approach effectively balances security and energy efficiency objectives.
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