Title :
Energy-Efficient Coordinated Beamforming Under Minimal Data Rate Constraint of Each User
Author :
Yang Li ; Yafei Tian ; Chenyang Yang
Author_Institution :
Sch. of Electron. & Inf. Eng., Beihang Univ., Beijing, China
Abstract :
Coordinated beamforming has been optimized to maximize the sum rate under the transmit power constraints or to minimize the transmit power under the data rate constraints. In this paper, we design a precoder that maximizes the energy efficiency (EE) of multicell multiantenna downlink network with coordination and, in the meantime, ensures the minimal data rate requirement of each user. To find a solution of such a nonconvex optimization problem, we construct a convex subset of the original constraint set and a quasi-concave lower bound of the EE. Then, we propose an iterative algorithm to maximize the lower bound of the EE within the convex subset, which is shown to rapidly converge to a local optimum of the original problem. We evaluate the EE of the proposed algorithm through simulations under different user locations, data rate requirements, and numbers of antennas. The results demonstrate that the proposed precoder performs closely to an upper bound derived from interference-free assumption. When the circuit power consumption is dominant, the proposed precoder is much more energy efficient than the transmit power minimization precoder, as well as a precoder, including an interference alignment (IA) beamformer and the optimized transmit power maximizing the EE.
Keywords :
antenna arrays; array signal processing; cellular radio; codecs; data communication; energy conservation; iterative methods; mobile antennas; precoding; data rate constraints; data rate requirements; energy efficiency; energy-efficient coordinated beamforming; interference alignment beamformer; interference-free assumption; iterative algorithm; minimal data rate constraint; multicell multiantenna downlink network; nonconvex optimization problem; power constraints; power minimization precoder; precoder; quasi-concave lower bound; Antennas; Array signal processing; Interference; Iterative methods; Linear programming; Optimization; Quality of service; Coordinated beamforming; energy efficiency (EE); precoding design; quality of service (QoS);
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2014.2343255