首页|A DFT-based Low Complexity LMMSE Channel Estimation Technique for OFDM Systems
A DFT-based Low Complexity LMMSE Channel Estimation Technique for OFDM Systems
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The linear minimum mean square error (LMMSE) channel estimation technique is often employed in orthogonal frequency division multiplexing (OFDM) systems because of its optimal performance in the mean square error (MSE) performance. However, the LMMSE method requires cubic complexity of order O(N_p~3), where N_p is the number of pilot sub-carriers. To reduce the computational complexity, a discrete Fourier transform (DFT) based LMMSE method is proposed in this paper for OFDM systems in the frequency selective channel. To validate the proposed method, the closed form mean square error (MSE) expression is also derived. Finally, a computer simulation is carried out to compare the performance of the proposed LMMSE method with the classical LS and LMMSE methods in terms of bit error rate (BER) and computational complexity. Results of the simulation show that the proposed LMMSE method achieves exactly the same performance as the conventional LMMSE method, with much lower computational complexity.
channel estimationLMMSEmean square errorOFDM
Jyoti P. Patra、Bibhuti Bhusan Pradhan、Poonam Singh
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Madanapalle Institute of Technology and Science, Madanapalle Andhra Pradesh, India
National Institute of Technology, Rourkela Odisha, India
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