Title :
A Joint Source and Relay Power Allocation Scheme for a Class of MIMO Relay Systems
Author :
Li, Chunguo ; Wang, Xiang ; Yang, Luxi ; Wei-Ping Zhu
Author_Institution :
Sch. of Inf. Sci. & Eng., Southeast Univ., Nanjing, China
Abstract :
A joint power allocation (PA) scheme for a class of MIMO relay systems is presented in this paper. Based on the maximization of the capacity or minimization of the mean-square error (MSE), two joint PA optimization problems are first formulated. Since the cost functions thus obtained are in general not convex, a tight lower bound of the capacity and a similar upper bound of the MSE are derived, and employed to modify the two cost functions so as to obtain a convex optimization problem. It is confirmed through computer simulations that the proposed PA scheme outperforms the existing method in terms of both the capacity and the MSE of MIMO relay systems.
Keywords :
MIMO communication; convex programming; mean square error methods; optimisation; MIMO relay systems; PA optimization; convex optimization; joint power allocation scheme; joint source allocation scheme; mean-square error methods; relay power allocation scheme; Amplify-and-forward (AF); convex optimization; joint power allocation; multiple-input multiple-output (MIMO); power allocation;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2009.2027409