DocumentCode
120072
Title
Fast channel estimation techniques for LTE downlink systems based on fast linear Toeplitz system solver
Author
Khlifi, Abdelhakim ; Bouallegue, R.
Author_Institution
Innov´COM Lab., Univ. of Carthage, Tunis, Tunisia
fYear
2014
fDate
16-19 Feb. 2014
Firstpage
563
Lastpage
567
Abstract
LTE is defined as the 4G generation network providing high data rates. Channel estimation is important in the wireless system conception. Classical LMMSE channel estimation techniques require O(N3) floating operations and O(N2) memory locations (N is the size of the channel autocorrelation). In this paper, we propose fast channel estimation techniques for LTE based on fast solver for linear Toeplitz system with reconstructible Cauchy-like structure. Proposed fast algorithms require only O(N2) floating operations and O(N) memory locations. Performances of proposed fast algorithms are verified via Monte-Carlo MATLAB simulations.
Keywords
4G mobile communication; Long Term Evolution; Monte Carlo methods; channel estimation; computational complexity; least mean squares methods; 4G generation network; LMMSE techniques; LTE downlink systems; Monte-Carlo MATLAB simulations; channel autocorrelation; fast channel estimation techniques; fast linear Toeplitz system solver; floating operations; memory locations; reconstructible Cauchy-like structure; wireless system conception; Channel estimation; Correlation; Downlink; Educational institutions; Fading; OFDM; Signal to noise ratio; GSA; LMMSE; LTE; channel matrix autocorrelation;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Communication Technology (ICACT), 2014 16th International Conference on
Conference_Location
Pyeongchang
Print_ISBN
978-89-968650-2-5
Type
conf
DOI
10.1109/ICACT.2014.6779023
Filename
6779023
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