Title :
A new channel order estimation algorithm for FIR SIMO channels
Author :
Karakutuk, Serkan ; Tuncer, T. Engin
Author_Institution :
Electr. & Electron. Eng. Dept., METU, Ankara, Turkey
Abstract :
Channel order estimation problem is considered for FIR (Finite Impulse Response) modeled single-input multi-output (SIMO) communication systems. The performance of the channel estimation algorithms depends on the accuracy and robustness of the channel order estimation. A new channel order estimation algorithm with high accuracy and robustness is proposed for SIMO systems. The proposed algorithm is based on the least squares smoothing (LSS) algorithm for channel estimation. It is guaranteed to find the true channel order from finite number of samples for noise free case. Several experiments are performed and it is shown that the proposed algorithm significantly enhances the performance in channel order estimation in noisy observations. The comparisons with the alternative techniques show that the proposed method is very effective for the channel order estimation.
Keywords :
channel estimation; least squares approximations; smoothing methods; FIR SIMO channels; LSS algorithm; channel estimation algorithms; channel order estimation algorithm; finite impulse response; least squares smoothing algorithm; single-input multi-output communication systems; Abstracts; Robustness;
Conference_Titel :
Signal Processing Conference, 2009 17th European
Conference_Location :
Glasgow
Print_ISBN :
978-161-7388-76-7