Title :
Joint GSVD-SVD precoding and power allocation for security of AF MIMO relay networks
Author :
Hui-Ming Wang ; Feng Liu ; Pengcheng Mu
Author_Institution :
Minist. of Educ. Key Lab. for Intell. Networks & Network Security, Xi´an Jiaotong Univ., Xi´an, China
Abstract :
In this paper, we investigate the security issue of a two-hop amplify-and-forward MIMO wireless relay networks in the existence of a multi-antenna eavesdropper. The optimal scheme to achieve the secrecy capacity involves a non-convex optimization and is still an open problem. Aiming to find an efficient way to enhance the secrecy rate, we propose a suboptimal joint source and relay linear precoding scheme. In the scheme, the source node adopt a generalized singular value decomposition (GSVD) based precoding to transmit the signal in the first phase, and the relay node forwards the received signal based on SVD in the null-space of the wiretap channel in the second phase. Power allocations in both phases are optimized to maximize the secrecy rate. An alternating iterative optimization algorithm is proposed to solve the problem. The algorithm is computationally efficient and guarantees to converge to a local optimum. Numerical evaluation results are provided to show the effectiveness of the iterative algorithm and the proposed secrecy scheme.
Keywords :
MIMO communication; amplify and forward communication; iterative methods; linear codes; optimisation; precoding; relay networks (telecommunication); singular value decomposition; telecommunication security; AF MIMO relay network security; GSVD-based precoding; alternating iterative optimization algorithm; generalized singular value decomposition; joint GSVD-SVD precoding; multiantenna eavesdropper; nonconvex optimization; numerical evaluation; optimal scheme; power allocation; relay node; secrecy capacity; secrecy rate enhancement; secrecy rate maximization; secrecy rate optimization; source node; suboptimal joint source-relay linear precoding scheme; two-hop amplify-and-forward MIMO wireless relay networks; wiretap channel null-space; MIMO; Optimization; Relay networks (telecommunications); Resource management; Security; Wireless communication;
Conference_Titel :
Communications (ICC), 2014 IEEE International Conference on
Conference_Location :
Sydney, NSW
DOI :
10.1109/ICC.2014.6884127