Title :
Energy-Efficient Precoder Design for MIMO Wiretap Channels
Author :
Haiyang Zhang ; Yongming Huang ; Shidang Li ; Luxi Yang
Author_Institution :
Sch. of Inf. Sci. & Eng., Southeast Univ., Nanjing, China
Abstract :
In this letter, we study energy-efficient precoder design in a three-node MIMO wiretap channel. Different from previous works in this area that mainly focus on secrecy rate maximization or power minimization problems, here, we aim to maximize the energy efficiency (EE) of the system subject to the secret rate and transmit power constraints, which is a nonconvex optimization and hard to tackle. To solve it, we first transform it into an equivalent parameterized polynomial subtractive form and then approximate the nonconvex equivalent problem into a convex optimization problem by means of Taylor series expansion. Based on that, an iterative algorithm with proved convergence is proposed, and this algorithm is also extended to an imperfect-channel-state-information case. Numerical results show that the proposed algorithm outperforms traditional design methods in terms of EE.
Keywords :
MIMO communication; concave programming; convergence of numerical methods; convex programming; energy conservation; iterative methods; polynomial approximation; precoding; series (mathematics); telecommunication channels; telecommunication power management; MIMO wiretap channels; Taylor series expansion; convex optimization problem; energy-efficient precoder design; imperfect-channel-state-information case; iterative algorithm; nonconvex optimization; polynomial subtractive; power constraints transmission; power minimization problems; secrecy rate maximization; Algorithm design and analysis; Convergence; Iterative methods; MIMO; Optimization; Receivers; Uncertainty; Energy efficiency (EE); Taylor series expansion; physical layer security; precoder design;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2014.2331273