Title :
MU-MIMO downlink scheduling based on users´ correlation and fairness
Author :
Zhao Li ; Peifeng Li ; Shin, Kang G.
Author_Institution :
State Key Lab. of Integrated Service Networks, Xidian Univ., Xi´an, China
Abstract :
A scheduling algorithm based on weighted users´ correlation and fairness (WUCFS) is proposed for MU-MIMO downlink broadcast channels (BC), to address the problem that traditional fairness scheduling algorithms cannot handle, i.e., they cannot accurately compute the achievable rate for each user in their iterative user selection process, thus creating an undesirable tradeoff between user fairness and system sum-rate. The proposed WUCFS is used to activate mobile subscribers by evaluating the correlation between the candidate and the selected users as well as those who may be scheduled for data transmission. Weighted inverse-correlation maximization is then employed to determine which users to be scheduled for data transmission. By estimating potential co-channel interference (CCI) a priori, our algorithm can accurately estimate the actual transmission rate of each mobile user, and fairly activate a set of users with small mutual interference. Compared to existing schemes, the proposed algorithm is shown to improve fairness among users while ensuring high system sum-rate.
Keywords :
MIMO communication; iterative methods; radio links; radiofrequency interference; scheduling; wireless channels; BC; CCI; MU-MIMO downlink broadcast channels; MU-MIMO downlink scheduling; WUCFS; activate mobile subscribers; cochannel interference; data transmission; iterative user selection process; scheduling algorithm; user correlation; user fairness; weighted inverse correlation maximization; weighted user correlation and fairness; Correlation; Downlink; Interference; MIMO; Mobile communication; Scheduling algorithms; Signal to noise ratio; Multi-user MIMO system; co-channel interference; correlation; fairness;
Conference_Titel :
Personal, Indoor, and Mobile Radio Communication (PIMRC), 2014 IEEE 25th Annual International Symposium on
DOI :
10.1109/PIMRC.2014.7136199