The search functionality is under construction.
The search functionality is under construction.

Keyword Search Result

[Keyword] MIMO-FIR systems(1hit)

1-1hit
  • Blind Deconvolution of MIMO-FIR Systems with Colored Inputs Using Second-Order Statistics

    Mitsuru KAWAMOTO  Yujiro INOUYE  

     
    PAPER-Convolutive Systems

      Vol:
    E86-A No:3
      Page(s):
    597-604

    The present paper deals with the blind deconvolution of a Multiple-Input Multiple-Output Finite Impulse Response (MIMO-FIR) system. To deal with the blind deconvolution problem using the second-order statistics (SOS) of the outputs, Hua and Tugnait considered it under the conditions that a) the FIR system is irreducible and b) the input signals are spatially uncorrelated and have distinct power spectra. In the present paper, the problem is considered under a weaker condition than the condition a). Namely, we assume that c) the FIR system is equalizable by means of the SOS of the outputs. Under b) and c), we show that the system can be blindly identified up to a permutation, a scaling, and a delay using the SOS of the outputs. Moreover, based on this identifiability, we show a novel necessary and sufficiently condition for solving the blind deconvolution problem, and then, based on the condition, we propose a new algorithm for finding an equalizer using the SOS of the outputs, while Hua and Tugnait have not proposed any algorithm for solving the blind deconvolution under the conditions a) and b).