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Joint Carrier-Frequency Offset and Channel Estimation for MIMO-OFDM Transmission

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Abstract

In this paper, we consider a multiple-input multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) system operating over frequency-selective fading channels. We propose a novel scheme for joint carrier-frequency offset (CFO) and channel estimation based on the expectation–maximization (EM) algorithm. Furthermore, the Cramer-Rao bounds (CRBs) for both CFO and channel estimators are exploited to evaluate the performance of the proposed scheme. Computer simulations show that the proposed algorithm achieves almost ideal performance compared with the CRBs for both channel and frequency offset estimations.

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References

  • Stuber G.L., Mclaughlin S.W., Li Y., Ingram M. and Pratt T.G. (2004). Broadband MIMO-OFDM wireless communications. IEEE Proceedings, 92: 271–294

    Article  Google Scholar 

  • Li Y., Winters J.H. and Sollenberger N.R. (2002). MIMO-OFDM for wireless communications, signal detection with enhanced channel estimation. IEEE Transactions on Communications, 50: 1471–1477

    Article  Google Scholar 

  • Bolckei H., Gesbert D. and Paulraj A. (2002). On the capacity of OFDM based spatial multiplexing systems. IEEE Transactions on Communications, 50: 225–234

    Article  Google Scholar 

  • Prasad R. and van Nee R. (2000). OFDM for wireless multimedia communications. Artech House, Norwell, MA

    Google Scholar 

  • Mody, A. N., & Stuber, G. L. (2001). Synchronization for MIMO OFDM systems. Paper presented at the IEEE Globecom, San Antonio.

  • Schenk, T. C. W., & van Zelst, A. (2003). Frequency synchronization for MIMO OFDM wireless LAN systems. Paper presented at the IEEE VTC, Orlando.

  • Priotti, P. (2004, May). Frequency synchronization of MIMO OFDM systems with frequency selective weighting. Paper presented at the IEEE VTC, Los Angles.

  • Sun Y., Xiong Z. and Wang X. (2005). EM-based iterative receiver design with carrier frequency offset estimation for MIMO OFDM systems. IEEE Transactions on Communications, 53: 581–586

    Article  Google Scholar 

  • Jane Wang Z., Han Z. and Ray Liu K.J. (2005). A MIMO-OFDM channel estimation approach using time of arrivals. IEEE Transactions on Wireless Communications, 4: 1207–1213

    Article  Google Scholar 

  • Minn H. and Al-Dhahir N. (2006). Optimal training signals for MIMO-OFDM channel estimation. IEEE Transactions on Wireless Communications, 5: 1158–1168

    Article  Google Scholar 

  • Pun M.O., Morelli M. and Jay Kuo C.C. (2006). Maximum likelihood synchronization and channel estimation for OFDMA uplink transmissions. IEEE Transactions on Communications, 54: 726–736

    Article  Google Scholar 

  • Ma X., Oh M.K., Giannakis G.B. and Park D.J. (2005). Hopping pilots for estimation of frequency-offset and multiantenna channels in MIMO-OFDM. IEEE Transactions on Communications, 53: 162–172

    Article  Google Scholar 

  • Cui, T., & Tellambura, C. (2004). Robust joint frequency offset and channel estimation for OFDM systems. Paper presented at the IEEE VTC, Los Angeles.

  • Ma, X., Kobayashi, H., & Schwartz, S. C. (2003). Joint frequency offset and channel estimation for OFDM. Paper presented at the IEEE Global Telecom., Orlando.

  • Lee J.H., Han J.C. and Kim S.C. (2006). Joint carrier frequency synchronization and channel Estimation for OFDM systems via the EM algorithm. IEEE Transactions on Vehicular Technology, 55: 167–172

    Article  Google Scholar 

  • Moon T. (1996). The expectation-maximization algorithm. IEEE Signal Processing Magazine, 13: 47–60

    Article  Google Scholar 

  • Ziskind I. and Wax M. (1998). Maximum likelihood localization of multiple sources by alternating projection. IEEE Transactions on Acoustic, Speech and Signal Processing, 36: 1553–1560

    Article  Google Scholar 

  • Georghiades C.N. and Han J.C. (1997). Sequence estimation in the presence of random parameters via the EM algorithm. IEEE Transactions on Communications, 45: 300–308

    Article  Google Scholar 

  • Fechtel S.A. (2000). OFDM carrier and sampling frequency synchoronization and its performance on stationary and mobile channels. IEEE Transactions on Consumer Electronics, 46: 438–441

    Article  Google Scholar 

  • Feder M. and Weinstein E. (1998). Parameter estimation of superimposed signals using EM Algorithm. IEEE Transactions on Acoustic, Speech and Signal Processing, 36: 477–489

    Article  Google Scholar 

  • Xie Y. and Georghiades C.N. (2003). Two EM-type channel estimation algorithms for OFDM with transmitter diversity. IEEE Transactions on Communications, 51: 106–115

    Article  Google Scholar 

  • Attallah S. (2004). Blind estimation of residual carrier offset in OFDM systems. IEEE Signal Processing Letters, 11: 216–219

    Article  Google Scholar 

  • Stoica P. and Besson O. (2003). Training sequence design for frequency offset and frequency selective channel estimation. IEEE Transactions on Communications, 51: 1910–1917

    Article  MathSciNet  Google Scholar 

  • Morelli M. and Mengali U. (2000). Carrier-frequency estimation for transmissions over selective channels. IEEE Transactions on Communications, 48: 1580–1589

    Article  Google Scholar 

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Correspondence to S. Salari.

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Salari, S., Ardebilipour, M. & Ahmadian, M. Joint Carrier-Frequency Offset and Channel Estimation for MIMO-OFDM Transmission. Wireless Pers Commun 47, 303–314 (2008). https://doi.org/10.1007/s11277-008-9466-5

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  • DOI: https://doi.org/10.1007/s11277-008-9466-5

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