A compensating method based on SOM for nonlinear distortion in 16 QAM-OFDM system
Xiaoqiu Wang, Jianming Lu, Hiroo Sekiya and Takashi Yahagi
2004 IEEE International Conference on Multimedia and Expo (ICME2004), vol.3, pp.1899-1902, June 2004. [pdf document]

<Abstract>

This paper presents a compensating method based on Self-Organizing Map (SOM) of nonlinear dis tortion, which caused by high-power amplifier (HPA) for 16 QAM-OFDM system. OFDM signals are sensitive tu nonlinear distortions aiid different methods are studied to limit them. In the proposed scheme, the correction is done at the receiver by a SOM algorithm. Siniulations are carried out considering an additive white Gaussian (AWGN) transmission channel. Simulation results show that the SOM algorithm brings perceptible gains in a complete 1Fqam-OFDM system.

 

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