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Iterative detection for V-BLAST MIMO communication systems based on expectation maximisation algorithm

Iterative detection for V-BLAST MIMO communication systems based on expectation maximisation algorithm

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By applying the expectation maximisation algorithm to the maximum likelihood detection of layered space-time codes, the conditional log-likelihood of a single layer is iteratively maximised, rather than maximising the intractable likelihood function of all layers. Computer simulations demonstrate the efficiency of the proposed detection scheme.

References

    1. 1)
      • Wolniansky, P.W., Foschini, G.J., Golden, G.D., Valenzuela, R.A.: `V-BLAST: an architecture for realizing very high data rates over the rich-scattering wireless channel', Proc. ISSSE-98, September 1998, Pisa, Italy, invited paper.
    2. 2)
      • A.P. Dempster , N.M. Larid , D.B. Rubin . Maximum likelihood from in-complete data via the EM algorithm. J. R. Stat. Soc. , 1
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