A General Framework for Optimum Iterative Blockwise Equalization of Single Carrier MIMO Systems and Asymptotic Performance Analysis


GÜVENSEN G. M., YILMAZ A. Ö.

IEEE TRANSACTIONS ON COMMUNICATIONS, cilt.61, sa.2, ss.609-619, 2013 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 61 Sayı: 2
  • Basım Tarihi: 2013
  • Doi Numarası: 10.1109/tcomm.2013.020413.110759
  • Dergi Adı: IEEE TRANSACTIONS ON COMMUNICATIONS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.609-619
  • Anahtar Kelimeler: MIMO ISI channels, optimal blockwise equalization, decision feedback, MMSE, SC-FDE, OFDM, rate-diversity tradeoff, diversity order, matched filter bound (MFB), FREQUENCY-DOMAIN EQUALIZATION, SPACE-TIME CODES, TURBO-EQUALIZATION, DIVERSITY, OFDM, MODULATION, CHANNEL, CONSTRUCTIONS, TRANSMISSION, TRADEOFF
  • Orta Doğu Teknik Üniversitesi Adresli: Evet

Özet

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.