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Performance Enhancement of Channel Estimation in MIMO-OFDM for LTE downlink systems

Author(s):

Kunjesh S. Patel , Sankalchand Patel College of Engineering; Hitesh L. Desai, Sankalchand Patel College of Engineering

Keywords:

MIMO, OFDM , LTE, Pilot based Channel Estimation, Least square, Linear Minimum Mean Square Error, Inter Symbol Interference, and Inter carrier Interference

Abstract

The main purpose of this paper is to study the performance of two linear channel estimators for LTE Downlink systems, the Least Square Error (LSE) and the Linear Minimum Mean Square Error (LMMSE). LTE is a MIMO-OFDM based system and cyclic prefix is inserted at the beginning of each transmitted OFDM symbol in order to completely suppress both inter-carrier interference (ICI) and inter-symbol interference (ISI). Usually, the cyclic prefix is equal to or longer than the channel length but in some cases and because of some unforeseen channel behavior, the cyclic prefix can be shorter. Therefore, we propose to study the performance of the two linear estimators under the effect of the channel length. Computer simulations show that, in the case where the cyclic prefix is equal to or longer than the channel length, LMMSE performs better than LSE but at the cost of computational complexity. In the other case, LMMSE continue to improve its performance only for low SNR values but it degrades for high SNR values in which LS shows better performance for LTE Downlink systems. MATLAB Monte – Carlo simulations are used to evaluate the performance of the studied estimators in terms of Mean Square Error (MSE) and Bit Error Rate (BER) for 2x2 LTE Downlink systems.

Other Details

Paper ID: IJSRDV3I31141
Published in: Volume : 3, Issue : 3
Publication Date: 01/06/2015
Page(s): 2485-2488

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