Study on Adaptive Channel Estimation in OFDM Systems Based on DSP/FPGA
- 10.2991/cisia-15.2015.35How to use a DOI?
- OFDM systems; direct decision estimation; nerve-cell network; channel estimation
In order to solve channel estimation problem in OFDM (orthogonal frequency division multiplexing) systems, a decision–directed method is proposed for channel estimation and equalization based on OFDM. The proposed method uses a received subcarrier-symbol to represent the competitive neural network, uses a nerve cell of the neural network to estimate adaptively the variation weight value, and then estimates the channel according to the channel weight value. Finally the channel equalization is reached by removing the constellation symmetry to compensate the nonlinearity effect. This method does not require the prearrangement knowledge about the wireless communication channel. Simulations and actual test show that the proposed method achieves very good channel estimation and performance equalization.
- © 2015, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - L. Ye AU - Y.C Zhang PY - 2015/06 DA - 2015/06 TI - Study on Adaptive Channel Estimation in OFDM Systems Based on DSP/FPGA BT - Proceedings of the International Conference on Computer Information Systems and Industrial Applications PB - Atlantis Press SP - 133 EP - 135 SN - 2352-538X UR - https://doi.org/10.2991/cisia-15.2015.35 DO - 10.2991/cisia-15.2015.35 ID - Ye2015/06 ER -