DocumentCode
2018150
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
fYear
2005
fDate
24-25 Dec. 2005
Firstpage
1
Lastpage
6
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;
fLanguage
English
Publisher
ieee
Conference_Titel
9th International Multitopic Conference, IEEE INMIC 2005
Conference_Location
Karachi
Print_ISBN
0-7803-9429-1
Electronic_ISBN
0-7803-9430-5
Type
conf
DOI
10.1109/INMIC.2005.334478
Filename
4133493
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