Title :
Block-Wise QR-Decomposition for the Layered and Hybrid Alamouti STBC MIMO Systems: Algorithms and Hardware Architectures
Author :
Tsung-Hsien Liu ; Chun-Ning Chiu ; Pei-Yu Liu ; Yuan-Sun Chu
Author_Institution :
Grad. Inst. of Commun. Eng., Nat. Chung Cheng Univ., Chiayi, Taiwan
Abstract :
Unlike the channel matrix in the spatial division multiplexing (SDM) multiple-input multiple-output (MIMO) communication system, the equivalent channel matrix in the layered Alamouti space-time block coding (STBC) MIMO system comprised 2-by-2 Alamouti sub-blocks. One novel property, found by Sayed about the QR-decomposition (QRD) of this equivalent channel matrix is that the produced Q- and R-matrices are also matrices with Alamouti sub-blocks. Taking advantage of this property, we propose a new block-wise complex Givens rotation (BCGR) based algorithm and a triangular systolic array (TSA) to compute the QRD of the equivalent channel matrix in an Alamouti block by block manner. Implementation results reveal that our new TSA can compute QRDs of 4-by-4 equivalent channel matrices faster than any architecture that has been developed for the SDM MIMO system. This property of fast QRD makes our TSA very attractive for the layered Alamouti STBC MIMO system combined with the orthogonal frequency division multiplexing. Our new BCGR based approach can also be applied to the hybrid Alamouti STBC MIMO system, which is also a system with equivalent channel matrix consisting of Alamouti sub-blocks.
Keywords :
MIMO communication; OFDM modulation; channel coding; matrix decomposition; modulation coding; space division multiplexing; space-time block codes; 2-by-2 Alamouti subblock; 4-by-4 equivalent channel matrix; BCGR based algorithm; Q matrix; QRD; R matrix; SDM; TSA; block-wise QR-decomposition; block-wise complex Givens rotation based algorithm; hardware architecture; hybrid layered alamouti STBC MIMO system; multiple-input multiple-output communication system; orthogonal frequency division multiplexing; space-time block coding; spatial division multiplexing; triangular systolic array; Computer architecture; Educational institutions; Hardware; MIMO; Receiving antennas; Signal processing algorithms; Transmitting antennas; Alamouti space-time block coding; CORDIC module; Givens rotation; QR-decomposition; multiple input multiple output system; triangular systolic array;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2014.2342657