Title :
Iterative Eigenvalue Decomposition and Multipath-Grouping Tx/Rx Joint Beamformings for Millimeter-Wave Communications
Author :
Zhenyu Xiao ; Xiang-Gen Xia ; Depeng Jin ; Ning Ge
Author_Institution :
Sch. of Electron. & Inf. Eng., Beihang Univ., Beijing, China
Abstract :
We investigate Tx/Rx joint beamforming in millimeter-wave communications (MMWC). As the multipath components (MPCs) have different steering angles and independent fadings, beamforming aims at achieving array gain and diversity gain in this scenario. A sub-optimal beamforming scheme is proposed to find the antenna weight vectors (AWVs) at Tx/Rx via iterative eigenvalue decomposition (EVD), provided that full channel state information (CSI) is available at both the transmitter and receiver. To make this scheme practically feasible in MMWC, a corresponding training approach is suggested to avoid the channel estimation and iterative EVD computation. As in fast fading scenario, the training approach may be time-consuming due to frequent training; another beamforming scheme, which exploits the quasi-static steering angles in MMWC, is proposed to reduce the overhead and increase the system reliability by multipath grouping (MPG). The scheme first groups the MPCs and then concurrently beamforms toward multiple steering angles of the grouped MPCs, so that both array gain and diversity gain are achieved. Performance comparisons show that, compared with the corresponding state-of-the-art schemes, the iterative EVD scheme with the training approach achieves the same performance with a reduced overhead and complexity, whereas the MPG scheme achieves better performance with approximately equivalent complexity.
Keywords :
array signal processing; diversity reception; eigenvalues and eigenfunctions; fading channels; iterative methods; millimetre wave receivers; radio receivers; radio transmitters; Tx-Rx joint beamforming; antenna weight vector; channel state information; diversity gain; fast fading scenario; independent fading; iterative EVD computation; iterative eigenvalue decomposition; millimeter-wave communication; millimetre wave receivers; multipath component; multipath-grouping; quasistatic steering angle; radio receivers; radio transmitter; suboptimal beamforming scheme; Array signal processing; Arrays; Channel estimation; Fading; Receivers; Signal to noise ratio; Training; 60 GHz; Millimeter wave; beamforming; eigenvalue decomposition; multipath;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2014.2370637