DocumentCode
7015
Title
Multi-Stream Transmission for Highly Frequency Selective Channels in MIMO-FBMC/OQAM Systems
Author
Caus, Marius ; Perez-Neira, A.I.
Author_Institution
Dept. of Signal Theor. & Commun., Univ. Politec. de Catalunya (UPC), Barcelona, Spain
Volume
62
Issue
4
fYear
2014
fDate
Feb.15, 2014
Firstpage
786
Lastpage
796
Abstract
This paper addresses the joint design of MIMO precoding and decoding matrices for filter bank multicarrier (FBMC) systems based on OQAM, known as FBMC/OQAM. Existing solutions that support multi-stream transmission only give satisfactory performance in scenarios with high coherence bandwidth channels. To make progress towards the application of FBMC/OQAM to MIMO channels, we study the design of novel solutions that provide robustness against the channel frequency selectivity and support multi-stream transmission. To this end, two techniques have been devised under the criterion of minimizing the sum mean square error. The non-circular nature of the OQAM symbols has not been ignored, making evident the convenience of performing a widely linear processing. The first technique keeps the complexity at a reasonable level but in exchange the original problem is relaxed yielding a suboptimal solution. With the objective of performing closer to the optimum solution, the second option iteratively computes precoders and equalizers by resorting to an alternating optimization method, which is much more complex. We have demonstrated via simulations that the first technique nearly achieves the same results as the iterative design. Simulation results show that the proposed low-complexity solution outperforms existing MIMO-FBMC/OQAM schemes in terms of bit error rate. As for the comparison with OFDM, the numerical results highlight that FBMC/OQAM remains competitive, with and without perfect channel state information, while it provides spectral efficiency gains. Under highly frequency selective channels the proposed technique significantly outperforms OFDM.
Keywords
MIMO communication; channel bank filters; channel coding; decoding; iterative methods; matrix algebra; optimisation; precoding; quadrature amplitude modulation; FBMC systems; MIMO channels; MIMO precoding; MIMO-FBMC-OQAM systems; alternating optimization method; bit error rate; decoding matrices; equalizers; filter bank multicarrier systems; high coherence bandwidth channels; highly frequency selective channels; iterative design; linear processing; multistream transmission; offset quadrature amplitude modulation; perfect channel state information; spectral efficiency gains; sum mean square error minimization; Complexity theory; Equalizers; MIMO; OFDM; Receivers; Transmitters; Vectors; FBMC based on OQAM.; MIMO precoder/decoder design; OFDM; multi-stream transmission;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2013.2293973
Filename
6678253
Link To Document