Title :
An improved method for reconstruction of channel taps in OFDM systems
Author :
Yanhong Ju ; Songlin Sun ; Fei Qi ; Xiaojun Jing ; Yueming Lu ; Na Chen
Author_Institution :
Sch. of Inf. & Commun. Eng., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
In this paper, an improved method for reconstruction of doubly selective wireless channels in piloted-aided OFDM systems based an existing estimation method is proposed. In this re-expansion channel estimation process, the first few Fourier coefficients of each channel tap are estimated from the pilot information and the received signal firstly. Then the channel taps are estimated in the framework of Basis Expansion Model (BEM) from their respective Fourier coefficients. In the process of recovering BEM coefficients, instead of using the inverse method which is a Least Square (LS) problem, this paper proposes an improved method of recovering BEM coefficients from the estimated Fourier coefficients based on the Minimum Mean Square Error (MMSE) criterion. The proposed method is validated by simulating a system conforming to the IEEE 802.16e standard. Numerical results illustrate the performance gains achieved by the improved method.
Keywords :
Fourier analysis; OFDM modulation; channel estimation; estimation theory; least mean squares methods; wireless channels; BEM; Fourier coefficient; IEEE 802.16e standard; LS problem; MMSE criterion; basis expansion model; doubly selective wireless channel tap reconstruction; estimation method; inverse method; least square problem; minimum mean square error criterion; piloted-aided OFDM system; reexpansion channel estimation process; Channel estimation; Digital video broadcasting; Educational institutions; Frequency estimation; OFDM; Rayleigh channels; Basis Expansion Model (BEM); MMSE; OFDM; channel estimation; doubly selective;
Conference_Titel :
Computers and Communications (ISCC), 2013 IEEE Symposium on
Conference_Location :
Split
DOI :
10.1109/ISCC.2013.6754956