DocumentCode
244281
Title
Low Information-Exchange and Robust Distributed MMSE Precoding Algorithm for C-RAN
Author
Na Li ; Chengwen Xing ; Zesong Fei ; Liang Sun ; Ming Lei
Author_Institution
Sch. of Inf. & Electron., Beijing Inst. of Technol., Beijing, China
fYear
2014
fDate
18-21 May 2014
Firstpage
1
Lastpage
5
Abstract
In this paper, the low information-exchange and robust precoding design for distributed antenna systems is investigated, which is of great importance for the new mobile network architecture namely cloud radio access networks (C-RAN). Relying on an interesting low complexity decomposition algorithm, a distributed robust linear minimum mean-square-error (LMMSE) precoding algorithm is proposed. Exploiting the elegant properties of the decomposition algorithm, the precoder design problem can be decomposed into several subproblems. In addition, all the subproblems can be performed in parallel term. Moreover for the proposed algorithm there is no need of an extra step to calculate the Lagrange multipliers at each iteration. Thus the exchanging information of the algorithm can be significantly reduced. Finally, it is demonstrated by the simulation that the proposed algorithm enjoys both satisfying convergence properties and better performance.
Keywords
antennas; cloud computing; distributed algorithms; iterative methods; least mean squares methods; mobile computing; mobile radio; network coding; precoding; radio access networks; C-RAN; Lagrange multipliers; cloud radio access networks; distributed antenna systems; low complexity decomposition algorithm; low information-exchange; minimum mean-square-error; mobile network architecture; robust distributed MMSE precoding algorithm; Algorithm design and analysis; Antennas; Channel estimation; Convergence; Optimization; Receivers; Robustness;
fLanguage
English
Publisher
ieee
Conference_Titel
Vehicular Technology Conference (VTC Spring), 2014 IEEE 79th
Conference_Location
Seoul
Type
conf
DOI
10.1109/VTCSpring.2014.7022978
Filename
7022978
Link To Document