Title :
Blind identification of indoor broadband radio access network using cumulants
Author :
Safi, S. ; Fakir, M. ; Frikel, M. ; Saad, M.M.
Author_Institution :
Fac. des Sci. et Tech. Beni Mellal, Univ. Cadi Ayyad, Marrakech, Morocco
Abstract :
This paper describes a blind algorithm for estimating a time varying and frequency selective fading channel, representing the indoor broadband radio access network. In order to identify blindly the impulse response of this channel, we have used Higher Order Statistics (HOS). or cumulants, to build our algorithm, whitch is compared with the Zhang´s one. The simulation results, in presence of colored noise and for different data input channel. demonstrate that the proposed algorithm give good estimation of the phase and magnitude. comparing to the Zhaug´s, one of these channels blindly (i.e without any information about the input), except that the input excitation is i.i.d (Identically and Independent Distributed) and non-Gaussian.
Keywords :
broadband networks; channel estimation; fading channels; higher order statistics; indoor radio; radio access networks; time-varying channels; transient response; blind channel identification; cumulant; frequency selective fading channel; higher order statistics; impulse response; indoor broadband radio access network; time varying fading channel; Radio access networks; Blind Idenrifrcarion; Broadband Radio Access Network; Communication Channels; Higher Order Statistics;
Conference_Titel :
Multimedia Computing and Systems, 2009. ICMCS '09. International Conference on
Conference_Location :
Ouarzazate
Print_ISBN :
978-1-4244-3756-6
Electronic_ISBN :
978-1-4244-3757-3
DOI :
10.1109/MMCS.2009.5256692