Title :
Channel Order Estimation in Cyclostationarity Based Blind Channel Equalization
Author :
Awan, Muhammad Kaleem ; Aftab, Muhammad Faisal ; Zeeshan
Author_Institution :
Pakistan Inst. of Eng. & Appl. Sci., Islamabad
Abstract :
Communication systems require fast and efficient adaptive channel equalization algorithms. In cyclostationarity based channel equalization, channel order is estimated by decomposing range space of an "overmodeled" data covariance matrix into signal and noise subspaces. These methods are robust with respect to signal to noise ratio, but are computationally intensive leading to slow convergence for large channel order. This paper proposes a method of estimating channel order based on gap between signal and noise subspaces; by taking into account the difference between consecutive eigen values
Keywords :
adaptive equalisers; blind equalisers; channel estimation; covariance matrices; eigenvalues and eigenfunctions; intersymbol interference; signal denoising; channel order estimation; communication systems; consecutive eigen values; cyclostationarity based blind adaptive channel equalization; overmodeled data covariance matrix; signal to noise ratio; Adaptive equalizers; Blind equalizers; Channel estimation; Convergence; Covariance matrix; Higher order statistics; Intersymbol interference; Jitter; Noise robustness; Signal to noise ratio; Intersymbol interference; blind identification; channel estimation; cyclostationary processes; equalization;
Conference_Titel :
9th International Multitopic Conference, IEEE INMIC 2005
Conference_Location :
Karachi
Print_ISBN :
0-7803-9429-1
Electronic_ISBN :
0-7803-9430-5
DOI :
10.1109/INMIC.2005.334478