TY - JOUR
T1 - Active Reconfigurable Intelligent Surface Enhanced Secure and Energy-Efficient Communication of Jittering UAV
AU - Ge, Yimeng
AU - Fan, Jiancun
AU - Zhang, Jinbo
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2023/12/15
Y1 - 2023/12/15
N2 - Unmanned aerial vehicles (UAVs) have emerged as a promising technology for facilitating communication in the Internet of Things (IoT), owing to their ability to provide enhanced security. However, the communication performance of UAVs can be significantly impacted by the jittering characteristics resulting from random airflow and fuselage vibration. To address this issue, a novel active reconfigurable intelligent surface (RIS) has been developed, which enables a secure and energy-efficient beamforming design. This design takes into account the effect of UAV jittering and involves joint optimization of the reflecting coefficient of the active RIS, beamforming at the UAV-borne base station, and UAV trajectory, subject to worst-case secrecy rate constraints. Unfortunately, the joint optimization problem is nonconvex, making it intractable to solve. To overcome this challenge, the nonconvex problem is reformulated using linear approximation and treated with linear matrix inequality using S-procedure and Schur's complement. The problem is then decoupled into three subproblems, including UAV trajectory, passive beamforming, and active RIS's reflecting coefficient optimization, which are solved via alternate optimization. The results of numerical simulations demonstrate that active RIS significantly enhances the power efficiency of secure UAV communication, even under the influence of UAV jitter.
AB - Unmanned aerial vehicles (UAVs) have emerged as a promising technology for facilitating communication in the Internet of Things (IoT), owing to their ability to provide enhanced security. However, the communication performance of UAVs can be significantly impacted by the jittering characteristics resulting from random airflow and fuselage vibration. To address this issue, a novel active reconfigurable intelligent surface (RIS) has been developed, which enables a secure and energy-efficient beamforming design. This design takes into account the effect of UAV jittering and involves joint optimization of the reflecting coefficient of the active RIS, beamforming at the UAV-borne base station, and UAV trajectory, subject to worst-case secrecy rate constraints. Unfortunately, the joint optimization problem is nonconvex, making it intractable to solve. To overcome this challenge, the nonconvex problem is reformulated using linear approximation and treated with linear matrix inequality using S-procedure and Schur's complement. The problem is then decoupled into three subproblems, including UAV trajectory, passive beamforming, and active RIS's reflecting coefficient optimization, which are solved via alternate optimization. The results of numerical simulations demonstrate that active RIS significantly enhances the power efficiency of secure UAV communication, even under the influence of UAV jitter.
KW - Active intelligent reflecting surface
KW - robust beamforming
KW - secure unmanned aerial vehicle (UAV) communications
KW - worst-case model
UR - https://www.scopus.com/pages/publications/85167811425
U2 - 10.1109/JIOT.2023.3304004
DO - 10.1109/JIOT.2023.3304004
M3 - 文章
AN - SCOPUS:85167811425
SN - 2327-4662
VL - 10
SP - 22386
EP - 22400
JO - IEEE Internet of Things Journal
JF - IEEE Internet of Things Journal
IS - 24
ER -