DocumentCode :
47825
Title :
A General Framework for Optimum Iterative Blockwise Equalization of Single Carrier MIMO Systems and Asymptotic Performance Analysis
Author :
Guvensen, G.M. ; Yilmaz, Ayhan Ozan
Author_Institution :
Dept. of Electr. & Electron. Eng., Middle East Tech. Univ., Ankara, Turkey
Volume :
61
Issue :
2
fYear :
2013
fDate :
Feb-13
Firstpage :
609
Lastpage :
619
Abstract :
The paper proposes a general framework for both time-domain (TD) and frequency-domain (FD) iterative blockwise equalization in single carrier (SC) wideband multiple-input multiple-output (MIMO) channels. First, a novel turbo blockwise operating equalizer structure is proposed by jointly optimizing the feed-forward and feedback filters at each iteration based on the minimum mean squared error (MMSE) criterion. Optimization of the filter coefficients, utilized for feed-forward equalization and decision feedback, is performed in both time and frequency domains, and the equivalence between them is established by unifying the iterative block equalization with the feed-forward and feedback filters in various domains. The corresponding filters are obtained analytically in a closed form as a solution of the constrained Wiener-Hopf equation with the use of average reliability information. Second, asymptotic performance and diversity analysis of the proposed single carrier frequency domain equalizer (SC-FDE) is carried out that leads to insights on the structures of the filters in the high SNR regime. Furthermore, we elaborate on the rate and diversity tradeoff of the space-time coded SC-FDE based on the proposed equalizer structure and the space-frequency coded OFDM systems. Performance comparison between the proposed SC-FDE scheme and OFDM is made. The proposed SC-FDE scheme performs very close to the genie-aided performance bounds and better than OFDM based transmission.
Keywords :
MIMO communication; decision feedback equalisers; diversity reception; feedforward; frequency-domain analysis; iterative decoding; least mean squares methods; optimisation; telecommunication network reliability; time-domain analysis; FD iterative block-wise equalization; MMSE criterion-based iteration; OFDM-based transmission; SC MIMO channels; TD iterative block-wise equalization; asymptotic performance; asymptotic performance analysis; average reliability information; constrained Wiener-Hopf equation; decision feedback; diversity analysis; equalizer structure; feed-forward equalization; feedback filters; feedforward filters; filter coefficient optimization; frequency-domain iterative blockwise equalization; genie-aided performance bounds; high SNR regime; iterative block equalization; minimum mean squared error criterion-based iteration; optimum iterative blockwise equalization; single carrier MIMO systems; single carrier frequency domain equalizer; single carrier wideband multiple-input multiple-output channels; space-frequency coded OFDM systems; space-time coded SC-FDE; time-domain iterative blockwise equalization; turbo blockwise operating equalizer structure; Decision feedback equalizers; Frequency domain analysis; MIMO; OFDM; Time domain analysis; Vectors; MIMO ISI channels; MMSE; OFDM; SC-FDE; decision feedback; diversity order; matched filter bound (MFB); optimal blockwise equalization; rate-diversity tradeoff;
fLanguage :
English
Journal_Title :
Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
0090-6778
Type :
jour
DOI :
10.1109/TCOMM.2013.020413.110759
Filename :
6457362
Link To Document :
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