TY - JOUR
T1 - RSMA-Enhanced Physical Layer Security for ISAC Systems
AU - Zhao, Bo
AU - Qiu, Tian
AU - Ren, Guangliang
AU - Jin, Zengwang
AU - Liu, Zhiqiang
N1 - Publisher Copyright:
© 2012 IEEE.
PY - 2025
Y1 - 2025
N2 - As a key technology of 6G, integrated sensing and communication (ISAC) has attracted much attention, and its security issues are becoming increasingly severe. In this letter, we enhance the physical layer security (PLS) of ISAC systems using rate-splitting multiple access (RSMA). To ensure specific security requirements, we formulate a joint optimization problem that involves the precoding matrix and the common rate. The goal is to maximize the communication-sensing weighted secure sum rate (SSR), thereby enhancing the overall system performance while maintaining security. To solve the non-convex optimization problem, we adopt the staged algorithm named successive convex approximation with penalty (SCA-P) algorithm. Firstly, the original non-convex problem is transformed into a series of more tractable convex problems. Then, penalty terms are introduced to deal with complex constraints. Finally, we gradually approach the optimal solution of the original problem by iteratively solving these convex problems. Simulation results show that the proposed scheme has better security performance than the state-of-the-art schemes.
AB - As a key technology of 6G, integrated sensing and communication (ISAC) has attracted much attention, and its security issues are becoming increasingly severe. In this letter, we enhance the physical layer security (PLS) of ISAC systems using rate-splitting multiple access (RSMA). To ensure specific security requirements, we formulate a joint optimization problem that involves the precoding matrix and the common rate. The goal is to maximize the communication-sensing weighted secure sum rate (SSR), thereby enhancing the overall system performance while maintaining security. To solve the non-convex optimization problem, we adopt the staged algorithm named successive convex approximation with penalty (SCA-P) algorithm. Firstly, the original non-convex problem is transformed into a series of more tractable convex problems. Then, penalty terms are introduced to deal with complex constraints. Finally, we gradually approach the optimal solution of the original problem by iteratively solving these convex problems. Simulation results show that the proposed scheme has better security performance than the state-of-the-art schemes.
KW - integrated sensing and communication
KW - Physical layer security
KW - rate-splitting multiple access
KW - weighted secure sum rate maximization
UR - http://www.scopus.com/inward/record.url?scp=85215987865&partnerID=8YFLogxK
U2 - 10.1109/LWC.2025.3531963
DO - 10.1109/LWC.2025.3531963
M3 - 文章
AN - SCOPUS:85215987865
SN - 2162-2337
JO - IEEE Wireless Communications Letters
JF - IEEE Wireless Communications Letters
ER -