Title :
Multiuser Diversity for Successive Zero-Forcing Dirty Paper Coding: Greedy Scheduling Algorithms and Asymptotic Performance Analysis
Author :
Tran, Le-Nam ; Hong, Een-Kee
Author_Institution :
Sch. of Electron. & Inf., Kyung Hee Univ., Suwon, South Korea
fDate :
6/1/2010 12:00:00 AM
Abstract :
Dirty paper coding (DPC) scheme is the capacity achieving transmission technique in multiuser MIMO downlink channels. As a suboptimal solution to DPC, successive zero-forcing DPC (SZF-DPC) has been proposed recently. The zero-interference constraint in designing the precoding matrices limits the number of supportable users. In this correspondence, we propose three low-complexity suboptimal user scheduling algorithms to exploit the multiuser diversity gain in SZF-DPC as the number of users grows. The first algorithm greedily maximizes the true sum rate. The second algorithm is based on eigenvalues. The third algorithm relies on the diagonal elements of the effective channel matrix since eigenvalues and diagonal entries of a Hermitian matrix have a strong relationship. Simulation results show that the proposed scheduling algorithms can obtain a significant fraction of sum rate of the optimal solution. Furthermore, the performance analysis is provided to prove that the proposed user selection algorithms can achieve the same asymptotic sum rate as that of DPC.
Keywords :
Hermitian matrices; MIMO communication; channel coding; communication complexity; eigenvalues and eigenfunctions; greedy algorithms; multiuser channels; precoding; scheduling; Hermitian matrix; SZF-DPC; asymptotic performance analysis; channel matrix; eigenvalues; greedy scheduling algorithms; low-complexity suboptimal user scheduling algorithms; multiuser MIMO downlink channels; multiuser diversity gain; precoding matrices; successive zero-forcing dirty paper coding; user selection algorithms; zero-interference constraint; Broadcast channels; MIMO; dirty paper coding; multiuser; scheduling; zero-forcing;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2010.2043977