Title :
Improved channel estimation using noise reduction for OFDM systems
Author :
Zamiri-Jafarian, H. ; Omidi, M.J. ; Pasupathy, S.
Author_Institution :
Dept. of Electr. & Comput. Eng., Toronto Univ., Ont., Canada
Abstract :
A new channel estimation algorithm for OFDM systems is proposed in this paper based on a noise reduction method. The performance of a least squares (LS) channel estimator is improved by using the colored noise characteristics in the LS estimation of the channel impulse response (CIR). The noise, which is in the CIR (signal) subspace, is estimated and suppressed based on the correlation between two parts of noise, which are within and outside the signal subspace. Knowledge of the CIR statistical parameters is not needed in the proposed estimation algorithm as long as the CIR length is not longer than the cyclic prefix interval.
Keywords :
OFDM modulation; channel estimation; interference suppression; least squares approximations; statistical analysis; transient response; OFDM system; channel estimation algorithm; channel impulse response; colored noise characteristic; cyclic prefix interval; least squares channel estimator; noise reduction method; signal subspace; statistical parameter; Channel estimation; Colored noise; Delay effects; Frequency conversion; Frequency domain analysis; Frequency estimation; Intersymbol interference; Least squares approximation; Noise reduction; OFDM;
Conference_Titel :
Vehicular Technology Conference, 2003. VTC 2003-Spring. The 57th IEEE Semiannual
Print_ISBN :
0-7803-7757-5
DOI :
10.1109/VETECS.2003.1207839