Title :
Weighted Sum Rate Maximization for Multiuser Multirelay MIMO Systems
Author :
Hyun-Joo Choi ; Kyoung-Jae Lee ; Changick Song ; Hwangjun Song ; Inkyu Lee
Author_Institution :
Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
Abstract :
In this paper, we study a filter design that maximizes the weighted sum rate (WSR) in multiuser multirelay systems equipped with multiple antennas at each node. Since this problem is generally nonconvex, it is quite complicated to analytically find a solution. Hence, we transform the WSR maximization problem to an equivalent weighted sum mean-square-error (WSMSE) minimization problem, which is more amenable. Then, we identify the filters at the base station and the relays for minimizing the WSMSE with a proper weight and propose an alternating computation algorithm that guarantees a local optimum solution. Through simulations, we confirm the effectiveness of our proposed scheme.
Keywords :
MIMO communication; antenna arrays; filtering theory; mean square error methods; minimisation; WSMSE minimization problem; WSR maximization problem; base station; computation algorithm; equivalent weighted sum mean-square-error minimization problem; filter design; local optimum solution; multi-input-multi-output systems; multiple antennas; multiuser multirelay MIMO systems; weighted sum rate maximization; Antennas; Complexity theory; Lead; MIMO; Minimization; Relays; Simulation; Amplify-and-forward (AF) relaying; minimum mean-squared-error (MMSE); multi-input multi-output (MIMO); multi-relay; multi-user; relay; weighted sum rate (WSR);
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2012.2226068