Title :
A low complexity channel estimation approach of LTE downlink system
Author :
Subin Wang ; Chunjing Hu ; Tao Peng ; Wenbo Wang
Author_Institution :
Wireless Signal Process. & Network Lab., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
Channel estimation is critical to receiver performance in the long term evolution (LTE) system. Reference signals are interspersed with data signals among the subcarriers to aid channel estimation. Linear minimum mean square error (LMMSE) channel estimation is an efficient approach to estimate the knowledge of channel with high complexity. This paper proposed a channel estimation approach based on singular value decomposition (SVD) for downlink channel in LTE system. Compared to the conventional algorithm, the proposed approach investigates the channel autocorrelation matrix respectively and substitutes it by small submatrices to reduce the complexity. The simulation result demonstrates that the complexity is significantly reduced with negligible performance degradation, so it could be a candidate of the channel estimation algorithm for downlink channel estimation in LTE system.
Keywords :
Long Term Evolution; channel estimation; matrix algebra; mean square error methods; singular value decomposition; LMMSE; LTE downlink system; SVD; channel autocorrelation matrix; downlink channel estimation; linear minimum mean square error; long term evolution; low complexity channel estimation; singular value decomposition; Channel Estimation; LMMSE; LS; LTE; SVD;
Conference_Titel :
Communication Technology (ICCT), 2012 IEEE 14th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4673-2100-6
DOI :
10.1109/ICCT.2012.6511204