Title :
Fast blind and semi-blind channel identification of mobile radio fading channels using a-priori information
Author :
Schmidbauer, Andreas
Author_Institution :
Inst. for Commun. Eng., Munich Univ. of Technol., Germany
Abstract :
An iterative algorithm for fast blind and semi-blind channel identification (no training symbols necessary) based on the super-exponential-algorithm is shown. On the assumption of independent, identically distributed (IID) transmitted data, the algorithm has fast convergence properties. It is robust with respect to system overfit (supernumerarily assumed channel coefficients converge to zero) and the influence of modest additive white Gaussian noise even in mixed-phase moving average channels. The complete algorithm makes use of a-priori information, e.g., from an outer decoding stage (channel decoder) to improve the performance. It is also possible to exploit training symbols. Despite the use of fourth order cumulants, the complexity of the algorithm is rather low compared with alternative blind methods. According to the BER rates, after channel decoding the iterative blind scheme is as efficient as a training sequence based system
Keywords :
AWGN channels; channel coding; convergence of numerical methods; decoding; error statistics; fading channels; higher order statistics; identification; iterative methods; mobile radio; moving average processes; BER; a-priori information; additive white Gaussian noise; blind channel identification; channel coefficients; channel decoder; fourth order cumulants; iterative algorithm; mixed-phase moving average channels; mobile radio fading channels; outer decoding stage; semi-blind channel identification; super-exponential-algorithm; training symbols; Additive white noise; Convergence; Equalizers; Fading; Iterative algorithms; Iterative decoding; Land mobile radio; Mobile communication; Noise robustness; Vectors;
Conference_Titel :
Vehicular Technology Conference, 2001. VTC 2001 Spring. IEEE VTS 53rd
Conference_Location :
Rhodes
Print_ISBN :
0-7803-6728-6
DOI :
10.1109/VETECS.2001.944976