Title :
Low complexity multiuser detection with recursively successive zero-forcing and SIC based on nullspace for multiuser MIMO-OFDM system
Author :
Zhang Chengwen ; Wang Bin ; Li Danli ; Tan Xuezhi
Author_Institution :
Harbin Inst. of Technol., Harbin, China
fDate :
7/7/1905 12:00:00 AM
Abstract :
To improve the spectrum efficiency, this paper considers the multiuser detection with the MU-MIMO technology for multiuser MIMO-OFDM system uplink with the same subcarrier shared by multiple users. A low complexity multiuser detection algorithm with recursively successive zero-forcing and successive interference cancellation (RSZF-SIC) based on nullspace is proposed. The RSZF process based on the block diagonalization (BD) technique eliminates the co-channel interference (CCI) by a recursive method based on the nullspace orthogonal theorem. The SIC process detects the user signals respectively with the reasonable user detection sequence based on the results of the RSZF process. The computational complexity of the proposed algorithm is effectively reduced by reducing the total number of singular value decomposition (SVD) operations and the dimension of the SVD matrix in the recursive procedure. The performance of the proposed algorithm is improved in terms of bit error rate and sum capacity of the system, especially in the high-SNR regime.
Keywords :
MIMO communication; OFDM modulation; cochannel interference; computational complexity; error statistics; interference suppression; multiuser detection; singular value decomposition; MU-MIMO technology; bit error rate; block diagonalization; cochannel interference; computational complexity; low complexity multiuser detection; multiuser MIMO-OFDM system; nullspace orthogonal theorem; recursively successive zero-forcing; singular value decomposition; successive interference cancellation; Computational complexity; Interference; MIMO; Matrix decomposition; Multiuser detection; Silicon carbide; MIMO-OFDM; MU-MIMO; block diagonalization; co-channel interference cancellation; multiuser detection; successive interference cancellation;
Journal_Title :
Communications, China
DOI :
10.1109/CC.2015.7275259