DocumentCode :
3227072
Title :
Predistortion and precoding vector assignment in codebook-based downlink beamforming
Author :
Yong Cheng ; Pesavento, Marius
Author_Institution :
Commun. Syst. Group, Tech. Univ. Darmstadt, Darmstadt, Germany
fYear :
2013
fDate :
16-19 June 2013
Firstpage :
445
Lastpage :
449
Abstract :
This paper considers codebook-based downlink beamforming proposing a linear adaptive channel predistortion method to close the performance gap between codebook and non-codebook based beamforming defined in wireless standards, e.g., LTE-A. The proposed channel predistortion method does not involve any additional signalling overhead. In our novel beamforming concept, we optimize the codebook-based precoding vector assignment, the power allocation, and the channel predistortion matrix jointly to minimize the transmitted power of the base station (BS) while guaranteeing the quality-of-service (QoS) of the mobile stations (MSs) and satisfying the smoothness conditions on the channel predistortion matrix. The joint channel predistortion and codebook-based beamforming (PCB) problem represents a non-convex mixed integer program (MIP). An alternating optimization algorithm (ATOA) and an alternating feasibility search algorithm (AFSA) are developed to approximately solve the PCB problem. Simulation results show that the proposed codebook-based beamforming achieves significant reductions of the transmitted power of the BS and remarkable increases of the percentage of feasible cases of all Monte Carlo runs, as compared to the standard codebook-based beamforming. Numerical results also show that the proposed design performs very close to the non-codebook based beamforming in the given settings and that the proposed ATOA and AFSA are close-to-optimal.
Keywords :
Long Term Evolution; Monte Carlo methods; array signal processing; integer programming; optimisation; precoding; quality of service; resource allocation; AFSA; ATOA; LTE-A; Monte Carlo runs; QoS; alternating feasibility search algorithm; alternating optimization algorithm; channel predistortion matrix; codebook-based beamforming; codebook-based downlink beamforming; joint channel predistortion; linear adaptive channel predistortion; mobile stations; nonconvex mixed integer program; power allocation; precoding vector assignment; quality-of-service; wireless standards; Array signal processing; Interference; Predistortion; Signal to noise ratio; Standards; Transmission line matrix methods; Vectors; Alternating Feasibility Search; Alternating Optimization; Channel predistortion; Codebook-based Precoding; Non-convex Mixed Integer Program;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Advances in Wireless Communications (SPAWC), 2013 IEEE 14th Workshop on
Conference_Location :
Darmstadt
ISSN :
1948-3244
Type :
conf
DOI :
10.1109/SPAWC.2013.6612089
Filename :
6612089
Link To Document :
بازگشت