Title :
Scalable interpolation-based QRD architecture for subcarrier-grouped-ordering MIMO-OFDM system
Author :
Chiu, Po-Lin ; Huang, Lin-Zheng ; Huang, Yuan-Hao
Author_Institution :
Dept. of Commun. Eng., Nat. Chiao-Tung Univ., Hsinchu, Taiwan
Abstract :
In the MIMO-OFDM system, QR-based MIMO detection suffers from high computational complexity of the QR decomposition due to the large numbers of antennas and subcarriers. Thus, interpolation-based QR decomposition was proposed to reduce the complexity. In this paper, we present a scalable interpolation-based QR decomposition algorithm for the grouped-ordering interpolation scheme. The proposed algorithm possesses computational stability because it eliminates the square root and division operations in the traditional Gram-Schmidt-based scheme. Besides, its scalability offers a power-saving structure for the lower-rank MIMO scheme in the future mobile communication systems. A hardware architecture is also developed to balance the hardware complexity and computation time. Finally, analysis result shows that the proposed algorithm reduces the complexity to 25.4%~61.3% of the traditional algorithm in the 4Ã4 MIMO-OFDM system.
Keywords :
MIMO communication; communication complexity; frequency division multiplexing; interpolation; matrix decomposition; QR decomposition; computational stability; grouped-ordering interpolation; hardware complexity; mobile communication; scalable interpolation-based QRD architecture; subcarrier-grouped-ordering MIMO-OFDM system; AWGN; Additive white noise; Computational complexity; Hardware; Interpolation; MIMO; Matrix decomposition; Receiving antennas; Scalability; Transmitting antennas;
Conference_Titel :
Signals, Systems and Computers, 2009 Conference Record of the Forty-Third Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4244-5825-7
DOI :
10.1109/ACSSC.2009.5469942