Title :
Filtered Delay-Subspace Approach for Pilot Assisted Channel Estimation in OFDM Systems
Author :
Vigelis, Rut F. ; Moreira, Darlan C. ; Mota, J.C.M. ; Cavalcante, Charles C.
Author_Institution :
Wireless Telecomm. Res. Group, Federal Univ. of Ceara, Fortaleza
Abstract :
In this paper we propose a pilot-based OFDM channel estimator based on the combination of low-pass filtering and delay-subspace projection. The proposed estimator, which we abbreviate ST-LP, is robust in the sense it does not require prior statistical knowledge of the channel. The only assumptions are the least-square (LS) estimates have limited spectrum and the channel follows the tapped delay line (TDL) model, which are commonly taken in practice. Since it is desirable slow delay variations operability acceptance, the delay-subspace is tracked by a subspace tracking (ST) algorithm. The ST-LP estimator can be implemented by two filtering structures, which provide a trade-off between accuracy and complexity. Simulation results confirm the superior performance of the ST-LP estimator when compared to methods already reported in the literature
Keywords :
OFDM modulation; channel estimation; least squares approximations; low-pass filters; OFDM systems; filtered delay-subspace approach; least-square estimation; low-pass filtering; pilot assisted channel estimation; subspace tracking algorithm; tapped delay line model; Amplitude modulation; Channel estimation; Computational complexity; Computer simulation; Delay estimation; Filtering; Low pass filters; OFDM modulation; Robustness; Wireless sensor networks;
Conference_Titel :
Signal Processing Advances in Wireless Communications, 2006. SPAWC '06. IEEE 7th Workshop on
Conference_Location :
Cannes
Print_ISBN :
0-7803-9710-X
Electronic_ISBN :
0-7803-9711-8
DOI :
10.1109/SPAWC.2006.346421