DocumentCode :
2265577
Title :
An Efficient Fixed Complexity QRD-M Algorithm for MIMO-OFDM using Per-Survivor Slicing
Author :
Detert, Thorben
Author_Institution :
Rohde & Schwarz, Munich
fYear :
2007
fDate :
17-19 Oct. 2007
Firstpage :
572
Lastpage :
576
Abstract :
We propose a reduced complexity QRD-M algorithm based on two techniques: Diagonal Loading Preconditioning (DLP) to mitigate the impact of weak main diagonal elements of the channel matrix, and Per-Survivor Slicing (PSS) to allow for pruning of unnecessary branch computations. Both techniques can be combined. In comparison to previously published detectors, both techniques allow for fixed low complexity that is independent of the SNR. For PSS, a local slicer carries out P tentative decisions on possible symbols based on the symbol alphabet A of size |A|. Only for the P symbols closest in Euclidean distance to the received symbol soft estimate, branch metrics are computed, the remaining |A|-P symbols are dropped. M survivors are retained at each stage. In addition, we show that the previously proposed MMSE QRD- M algorithm (MQRD-M algorithm) has an error floor at high SNR. We show that DLP improves the QRD-M algorithm and outperforms the MQRD-M algorithm. In comparison to MQRD-M algorithm, neither the noise variance needs to be estimated, nor a prefilter (which would require a matrix inversion) is needed. Further, in order to take into account the different strengths of the layers, we propose to partition an available fixed number of branches in relation to the SNR of the layers. The proposed PSS technique is improved by this approach. DLP and PSS significantly lower the complexity. For 16-QAM modulation in a 4 times 4 MIMO system, e.g., the number of branches using the proposed PSS technique is 31.25% of the ordinary QRD-M algorithm if M = 16. With DLP used together with PSS, M can be lowered further, so that with 10.2% of the branches of QRD-M algorithm, only a small loss of 1 dB occurs.
Keywords :
MIMO communication; OFDM modulation; interference suppression; intersymbol interference; quadrature amplitude modulation; 16-QAM modulation; Euclidean distance; MIMO-OFDM; SNR; channel matrix; diagonal loading preconditioning; fixed complexity QRD-M algorithm; multiple input-multiple output; orthogonal frequency division multiplexing; per-survivor slicing; Detectors; Euclidean distance; MIMO; Maximum likelihood estimation; OFDM; Partitioning algorithms; Receiving antennas; Tin; Transmitters; Transmitting antennas;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Communication Systems, 2007. ISWCS 2007. 4th International Symposium on
Conference_Location :
Trondheim
Print_ISBN :
978-1-4244-0979-2
Electronic_ISBN :
978-1-4244-0979-2
Type :
conf
DOI :
10.1109/ISWCS.2007.4392405
Filename :
4392405
Link To Document :
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