Title :
A Gradient-Descent Weighted Sum MSE Transceiver Design for Multi-User Multi-Relay Downlink Systems
Author :
Chiao-En Chen ; Shih-Kai Chou
Author_Institution :
Dept. of Electr./Commun. Eng., Nat. Chung Cheng Univ., Chiayi, Taiwan
Abstract :
In this paper, a new transceiver design for multi-user multi-relay MIMO downlink channel is proposed. We derive the closed-form expressions for the gradients of the weighted sum-MSE with respect to the precoders and present a new transceiver design based on the gradient descent algorithm. The algorithm monotonically decreases the weighted sum-MSE and hence guarantees local convergence. Simulation results show that the proposed algorithm can generate good suboptimal solution with much faster convergence rate comparing to other algorithms.
Keywords :
MIMO communication; mean square error methods; multiuser channels; precoding; radio transceivers; relay networks (telecommunication); MIMO downlink channel; closed-form expressions; gradient descent algorithm; gradient-descent weighted sum MSE transceiver; local convergence; multiuser multirelay downlink systems; precoders; Algorithm design and analysis; Convergence; Joints; MIMO; Optimization; Relays; Transceivers;
Conference_Titel :
Vehicular Technology Conference (VTC Spring), 2015 IEEE 81st
Conference_Location :
Glasgow
DOI :
10.1109/VTCSpring.2015.7145608