Title :
Partitioned Vector Quantization for MU-MIMO Downlink Broadcasting
Author :
Kibria, Mirza Golam ; Murata, Hidekazu ; Yoshida, Susumu ; Yamamoto, Koji ; Umehara, Daisuke ; Denno, Satoshi ; Morikura, Masahiro
Author_Institution :
Grad. Sch. of Inf., Kyoto Univ., Kyoto, Japan
Abstract :
A practical and efficient vector quantization called partitioned vector quantization (P-VQ) based non-linear precoder for MIMO downlink broadcasting channels has been analyzed in this paper. P- VQ has been found to be an efficient way of reducing the memory requirements and search complexity in conventional VQ systems, especially for large MIMO. Simulation results reveal that P-VQ technique can enhance the overall quantization performance in terms of achieved capacity, bit error rate (BER) at a cost of reasonable additional complexity under certain feedback budgets. Tomlinson-Harashima precoding (THP), a power and complexity efficient precoding technique along with data dependent vector perturbation (VP) has been employed to meet the power constraint requirements of our system. Least-square (LS) channel estimation is performed at the user terminals to acquire their channel state information (CSI).
Keywords :
MIMO communication; broadcast communication; error statistics; perturbation techniques; precoding; quantisation (signal); telecommunication channels; BER; MIMO downlink broadcasting channels; MU-MIMO downlink broadcasting; P-VQ based non-linear precoder; P-VQ technique; Tomlinson-Harashima precoding; VQ systems; bit error rate; budgets; channel state information; data dependent vector perturbation; least-square channel estimation; overall quantization performance; partitioned vector quantization; power constraint; Complexity theory; Downlink; Interference; MIMO; Vector quantization; Vectors;
Conference_Titel :
Vehicular Technology Conference (VTC Fall), 2012 IEEE
Conference_Location :
Quebec City, QC
Print_ISBN :
978-1-4673-1880-8
Electronic_ISBN :
1090-3038
DOI :
10.1109/VTCFall.2012.6399280