Title :
Efficient Optimal Ordering Achieving DFE Algorithms in MIMO Systems
Author :
Jiang, Wenjie ; Asai, Yusuke ; Aikawa, Satoru
Author_Institution :
NTT Access Network Service Syst. Lab., NTT Corp., Kanagawa
Abstract :
Recent theoretical and experimental studies indicate that spatial multiplexing (SM) systems have enormous potential for increasing the capacity of corresponding multiple input multiple output (MIMO) channels in rich scattering environments. In this paper, we describe two fast detection algorithms for the standard BLAST receiver. The first algorithm covers the nulling and cancellation (NC) detection interface that applies inflation and deflation recursion to the initialization and iteration stages, respectively. The second algorithm utilizes the QR decomposition (QRD) detection interface that reuses Cholesky decomposition and back substitution, leading to an alternative low complexity detector. Compared with the conventional fastest method, our new algorithms reduce the complexity of the preprocessing by a factor of about 2. Furthermore, they are also implementation friendly by avoiding the recursive permutation and permitting the function reuse.
Keywords :
MIMO communication; decision feedback equalisers; demodulation; iterative methods; multiplexing; wireless channels; BLAST receiver; Cholesky decomposition; MIMO systems; QR decomposition detection interface; fast detection algorithms; multiple input multiple output channels; nulling and cancellation detection interface; optimal ordering achieving DFE algorithms; spatial multiplexing systems; Decision feedback equalizers; Detection algorithms; Detectors; Electronic mail; MIMO; Mean square error methods; Receiving antennas; Samarium; Scattering; Signal detection;
Conference_Titel :
Vehicular Technology Conference, 2007. VTC2007-Spring. IEEE 65th
Conference_Location :
Dublin
Print_ISBN :
1-4244-0266-2
DOI :
10.1109/VETECS.2007.431